World Bank Document€¦ · Perera, Transferring Irrigation Management to Farmers in Andhra...

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WORLD BANK TECHNICAL PAPER NO. 07 WTP507 Work In progross for public discussion May 2001 Bangladesh The Experience and Perceptions of Public Officials RanjanaMVukherjee OmerGokcekus Nick Manning PierreLandell-Mills Public Disclosure Authorized Public Disclosure Authorized Public Disclosure Authorized Public Disclosure Authorized Public Disclosure Authorized Public Disclosure Authorized Public Disclosure Authorized Public Disclosure Authorized

Transcript of World Bank Document€¦ · Perera, Transferring Irrigation Management to Farmers in Andhra...

Page 1: World Bank Document€¦ · Perera, Transferring Irrigation Management to Farmers in Andhra Pradesh, India No. 450 Andres Rigo Sureda and Waleed Haider Malik, eds., Juidicial Challenges

WORLD BANK TECHNICAL PAPER NO. 07

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for public discussion May 2001

BangladeshThe Experience and Perceptions of PublicOfficials

Ranjana MVukherjeeOmer GokcekusNick ManningPierre Landell-Mills

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WORLD BANK TECHNICAL PAPER NO. 507

BangladeshThe Experience and Perceptions of PublicOfficials

Ranjana MukherjeeOmer GokcekusNick ManningPierre Landell-Mills

The World BankWashington, D.C.

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Copyright (C 2001The International Bank for Reconstructionand Development/THE WORLD BANK1818 H Street, N.W.Washington, D.C. 20433, U.S.A.

All rights reservedManufactured in the United States of AmericaFirst printing May 2001123404030201

Technical Papers are published to communicate the results of the Bank's work to the developmentcommunity with the least possible delay. The typescript of this paper therefore has not been prepared inaccordance with the procedures appropriate to formal printed texts, and the World Bank accepts noresponsibility for errors. Some sources cited in this paper may be informal documents that are notreadily available.

The findings, interpretations, and conclusions expressed in this paper are entirely those of theauthor(s) and should not be attributed in any manner to the World Bank, to its affiliated organizations,or to members of its Board of Executive Directors or the countries they represent. The World Bank doesnot guarantee the accuracy of the data included in this publication and accepts no responsibility for anyconsequence of their use. The boundaries, colors, denominations, and other information shown on anymap in this volume do not imply on the part of the World Bank Group any judgment on the legal statusof any territory or the endorsement or acceptance of such boundaries.

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ISBN: 0-82134947-3ISSN: 0253-7494

Ranjana Mukherjee is a consultant to the Poverty Reduction and Economic Management Public Sec-tor Management Division of the World Bank. Omer Gokcekus is a consultant to the Poverty Reductionand Economic Management Public Sector Management Division of the World Bank. Nick Manning is apublic sector management specialist for the Poverty Reduction and Economic Management Public Sec-tor Management Division of the World Bank. Pierre Landell-Mills is a consultant and former countrydirector for the World Bank.

Library of Congress Cataloging-in-Publication Data.

Bangladesh: the experience and perceptions of public officials / Ranjana Mukherjee ... [et al.].p. cm. - (World Bank technical paper; no. 507)

Includes bibliographical referencesISBN 0-82134947-31. Civil service-Bangladesh-Public opinion. 2. Public opinion-Bangladesh. 3. Government

executives-Bangladesh-Attitudes. I. Mukherjee, Ranjana, 1951--. II. Series.JQ636.Z1 B39 2001351.5942-dc2l 2001035190

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Contents

Foreword .......................................................... vi

Abstract .......................................................... vii

Acknowledgments ........................................................... viii

Introduction ........................................................... 1

1. Public employment in Bangladesh ................. 3.........................................3

Size and growth of public sector employment ........................................................... 4Fiscal weight .......................................................... 5Public sector pay .......................................................... 5Effectiveness of the public sector ........................................................... 6

2. The survey of officials in Bangladesh ........................................................... 8

Why were public officials surveyed? ..................... ...................................... 8Survey design .......................................................... 9Sampling features .......................................................... 10Profile of the respondents .......................................................... 11

3. Survey findings .......................................................... 14

4. Looking for points of entry: the impact of institutional environment on performance. 21

The model used for analyzing BNPP surveys ......................................................... 21Institutions do matter ......................................................... 23If the institutional environment matters in general, what matters in particular? ........... 25Potential pay-offs ......................................................... 27Agencies differ ......................................................... 30

Summary .......................................................... 32

Bibliography .......................................................... 34

Appendix 1: Sample details .......................................................... 36Appendix 2: Questions behind the assertions ............................................... ........... 37Appendix 3: Construction of indicators .......................................................... 43Appendix 4: Associations .......................................................... 47Appendix 5: Marginal Effects .......................................................... 49

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Tables in Text

Table 1. Number of ministries, autonomous bodies, departments and directorates ............4Table 2. Size of Bangladeshi government - the perspective ...............................................4Table 3. Trends in central government expenditure ............................................................ 5Table 4. Some macro indicators of government performnance in Bangladesh .................... 6Table 5. Bureaucratic quality and government effectiveness in Bangladesh ...................... 7Table 6. Distribution of sample ................................................................ 9Table 7. Differences between sampled officials working in district-level organizations

and those in ministries and autonomous bodies ........................................................ 12Table 8. Popular perceptions: the evidence ............................................................... 14Table 9. Indicators of institutional environment ............................................................... 23Table 10. Institutional environment in different organizations ......................................... 30

Tables in Appendix

Table Al. Organizations from which the sample was drawn ..................... ...................... 36Table A2. Sample details ............................................................... 36Table A3. Pay scales and grades in the unified grade system ........................................... 36Table A4. Indicator of overall rule credibility and components ................. ...................... 44Table A5. Indicators of overall policy credibility and components .............. .................... 45Table A6. Indicators of overall institutional environment and components .......... ........... 45Table A7. Institutional environment in Bangladesh using standardized indicators .......... 46Table A8. The maximum likelihood estimates of the logit models ............... ................... 55Table A9. Partial derivatives of the probabilities with respect to the vector of

characteristics ............................................................... 56

Figures in Text

Figure 1. Structure of the executive branch in Bangladesh ................................................. 3Figure 2. Public sector employment in Bangladesh ............................................................4Figure 3. Some sample characteristics ............................... ................................ 11Figure 4. Sampled officials: job experience in the public sector ...................................... 13Figure 5. Rewards and recognition for officials ................................................................ 15Figure 6. Sources of officials' non-salary income ............................................................ 18Figure 7. Officials' estimates of salaries that will persuade them to move to the private

sector ................................................................ 19Figure 8. Comparison of promised and received budget allocations in 1998-99 ............. 20Figure 9. Institutional environment matters in Bangladesh ....................... ....................... 24Figure 10. The association between perceptions of merit-based recruitment and

corruption ............................................................... 26Figure 11. The association between perceptions of policy consistency and corruption ... 26Figure 12. The association between perceptions of resource predictability andcorruption ................................................................ 27Figure 13. Potential pay-offs in reducing corruption through different reform

interventions ................................................................ 28

iv

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Figure 14. Capturing variety in institutional environment in different organizations ...... 31

Boxes in Text

Box 1. Main areas probed by the questionnaire .................................................. 10Box 2. Cadres in the Bangladeshi civil service .................................................. 11Box 3. Bureaucratic transfers in South Asia ..................................................... 17Box 4. BWDB: the promise of reform .......................................................... 28Box 5. LGED: allowing participation .......................................................... 29

v

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Foreword

Recognizing that strong institutions are an integral part of a well-performing publicsector, this paper is part of a larger effort in the Poverty Reduction and EconomicManagement Network to develop practical strategies for reform. The objective is topresent results to policymakers in a format that leads to more informed choices about thepublic sector.

This study is based on the findings of surveys of public officials in Bangladesh. Fundingfor this and fifteen other country-studies came from the Bank-Netherlands PartnershipProgram. The report emphasizes that public officials respond to their environment. Theyare neither intrinsically selfless nor intrinsically rapacious, and their behavior must beunderstood in the context of the incentive structure that they face. The approach has beento start with the existing knowledge about the country's public sector and then useofficials' responses to deepen understanding of strengths and weaknesses of the publicsector institutional environment. The report sets out the key lessons from the survey thatwill encourage debate on priorities for reform, and which institutions might be furtherstrengthened and how.

Cheryl W. GrayDirector, Public Sector Group

Poverty Reduction and Economic Management Network

vi

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Abstract

This report summarizes the responses of Bangladeshi class I (highest level) public sectorofficials to a survey seeking opinions on a number of civil service issues, from personnelmanagement practices to rewards and disciplinary actions, and from employees' sourcesof income to the budget environment and procurement processes. Survey results showinstances in Bangladesh's civil service where professional conduct is perceived to besacrificed at the expense of personal and political concerns. Surveyed officials express aconcern over patronage appointments in the recruitment of Class III and IV staff andunfavorable postings and transfers at the higher level. Corruption, insufficient budgetaryallocation, and unpredictable budgets are identified as key impediments to achievingorganizational objectives. The report utilizes the survey data to test prior assertionsagainst the survey data-e.g., "excellent performance does not result in promotion,""transfers are used a means of punishment," and "public officials do not want to move toprivate sector jobs." Data is analyzed to establish that institutions do matter foraccountability; to explore an empirical association between elements of institutionalenvironment and accountability; and to generate potential accountability payoffs forcertain reform interventions. The analyses show that reduced interference by politiciansfrom outside and within the organizations, less micro-management by very senior civilservants and merit-based recruitment to Class I jobs will be most effective in reducing theperception of pervasive corruption.

Keywords: Public Sector, Institutional Environment, Performance, Bangladesh

vii

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Acknowledgments

This report analyzes the findings from a survey of public officials in Bangladeshundertaken in 1999. The survey is one of a major program of surveys of public officialsfunded by the Bank Netherlands Partnership Program (BNPP). The views expressed inthis report do not necessarily represent those of the World Bank.

The survey was managed by Phil Keefer (DECRG) and Pierre Landell-Mills (SASFP).They tailored the survey instrument according to a model suggested by Professor BertRockman of University of Pittsburgh. The survey was conducted between July andDecember 1999 by a team headed by Professor Muzaffar Ahmed of Dhaka University.

The report was prepared in the Public Sector group of PREM network with researchassistantship from Adeel Malik. Thanks are due to Kapil Kapoor (SASPR) for hisremarks. The report was peer reviewed by Monica Das Gupta (DECRG) and Phil Keeferand their comments on an earlier draft are gratefully acknowledged. The authors alsothank those who participated in an Internet discussion of the report in January andFebruary 2001.

viii

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Abbreviations

AEO Agriculture Extension OfficeACR Annual Confidential ReportADC Additional Deputy CommissionerBNPP Bank Netherlands Partnership ProgramBWDB Bangladesh Water Development BoardDNFE Department of Non Formal EducationDC Deputy CommissionerEIU Economist Intelligence UnitGDP Gross Domestic ProductHDC Human Development CenterIMF International Monetary FundLGED Local Government Engineering DepartmentOSD Officer on Special DutyNBR National Board of RevenuePDB Power Development Board

Currency Equivalents(as of February 7, 2001)

Currency = Taka$1.00 = Taka 54.09

ix

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Introduction

The immediate objective of this survey was to map the points of weakness within thepublic sector, and to identify the characteristics of those organizations that seem to beworking well. The broader aim of the study was to draw conclusions about thoseinstitutional weaknesses that should be immediate targets for reform.

The premise for the survey design and data analysis is that public officials' performancedepends on their institutional environment, and that understanding the formal rules isnecessary but insufficient to understand the reality that officials face.' Formal rules domatter, but public officials' actions are also shaped by the degree to which they believethat rules will be enforced in practice, that resources will be provided as promised, andthat policies are stable and implementable. This survey set out to obtain a betterunderstanding of where and why formal rules are not applied, and what informalincentives constitute working reality for officials.

The survey provides the opportunity to test empirically a series of commonly heldassertions about the civil service in Bangladesh. This 'common knowledge' includesassertions about patronage, interest groups, and excessively centralized and hierarchicalmanagement arrangements. It also allows some associations to be identified betweenspecific elements of the institutional environment and the pervasive perceptions ofcorruption. The survey employs a particular empirical approach which moves beyondtheoty into a practical investigation of which institutions matter particularly, and wherethe largest "performance pay-offs" might be found. The intention of this device is toelaborate on the general finding that institutions matter for performance, and to open upconsideration of which institutions matter particularly.

This report is divided into 4 sections: Section 1 draws an outline of the public sector inBangladesh, highlighting pay and employment in the civil service. Section 2 summarizesthe survey instrument, sampling, and the survey implementation methodology. Section 3shows the findings from the surveys. A profile of surveyed officials is presented, andprior assertions about Bangladesh's public sector performance are tested from surveyresults. Section 4 describes how institutional environment and corruption are measured.Survey data is analyzed to assess which elements of officials' institutional environmentare closely associated with lack of accountability and corruption. Potential pay-offs ofdifferent reform interventions are presented. The institutional environment of differentorganizations is analyzed to obtain lessons from the better-performing ones. Theconcluding section summarizes how survey findings can inform selection of reforminterventions most likely to succeed in the Bangladeshi public sector's institutionalenvironment. Except where cited, all figures and tables are based on author calculations.

For details, see Manning, Mukherjee and Gokcekus (2000).

1

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1. Public employment in Bangladesh

Bangladesh has a parliamentary form of government with the prime minister as its chiefexecutive and the president as the head of state. The Prime Minister heads the cabinet thatis collectively responsible to the national parliament.

Figure 1. Structure of the executive branch in Bangladesh

Miriistries

autonomousbodies

department directoratepolicy making policy implementation

sub-nationalunits

of policyimplementation

law and order district level units ofdistrict-level units of directorates of

directorates under other ministriesHome Ministry

thana sub-district level(police station) units of

ministries

The ministries fulfill policy-making and oversight functions at the national level, andhave staff at the district level who provide law and order, land administration, servicedelivery and program implementation, loosely coordinated by the District Commissioner.There are also local governments: municipal corporations in cities, district councils, andthana (police station) committees. They have some elected representatives and performlimited but diverse administrative and development functions.

The district still remains the most commonly used unit of administration. Foradministrative convenience, some contiguous districts are considered to comprise adivision, while a district is subdivided into smaller areas under the responsibility ofseveral police stations (thanas). Thus, division, district, and thana comprise theadministrative sub-units of the country; several thanas constitute a district, and some tento twelve districts constitute a division. In 1994, the average population of a thana was250,000; the average population of a district was 2 million and that of a division was 24million.

3

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Table 1. Number of ministries, autonomous bodies, departments and directoratesNumber ofMinistries Autonomous Bodies Departments & Directorates

1971 21 ---------------------Not available------------------

1982 18 109 181

1994 35 139 221Source: World Bank (1996).

Size and growth of public sector employment

Figure 2. Public sector employment in BangladeshWhen Bangladesh becameindependent in 1972, the

1,200,000 number of ministries was1,000,000 21; but this rose to 35 by

1971 1982 1986 1992 1998 after which it has remainednearly steady. The nearly 1

Source: IMF (2000). million people employed bygovernment agencies

amount to one-third of all formal sector employment. As a percentage of the country'stotal labor force, government employment in Bangladesh is lower than most othercountries in South Asia, as shown in the table below.

Table 2. Size of Bangladeshi government - the perspectiveBangla- India Pakistan Nepal Sri

- ~desh LankaTotal government employees as % 1.8 4.7 8 0.97 14of labor forceSource: Human Development Centre (1999).

2 In civilian government comprising state owned enterprises, ministries, departments, directorates,autonomous bodies and sub-national governments.

4

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Fiscal weight

During the period 1992-93 to 1998-99, personnel expenditure (pay and allowances) in thepublic sector has declined, both as a proportion of current expenditure and of GDP.

Table 3. Trends in central government expenditure

1994-95 1995-96 1996-97 1997-98Personnel expenditure as a % of 2.6 2.6 2.5 2.4GDP

Personnel expenditure as a % of 38.4 37.2 35.5 32.5current expenditure

Source: IMF (2000).

Public sector pay

A national pay scale applies to all employees of the central government and nationalizedcorporations, except for defense, police officers, and workers in state-ownedmanufacturing industries.3

The compression ratio4 has declined sharply since 1962. In 1997, for every Taka earnedby staff at the lowest level, officers at the highest level earnedlO Takas, as opposed to 46in 1962.5

The average monthly salary of surveyed officials was about Tk 7000, with ministryofficials earning 37 percent more than the district officials. Although measures ofadequacy of government wages are difficult to obtain,6 public salaries are normallyconsidered low. Some of the non-survey evidence is suggestive: bureaucrats in the topmanagement level in Bangladesh earn one-seventh the salaries of their private-sectorcounterparts.' Also, salaries in the private sector remain four to six times above the publicsector for mid-to-senior level officials.8 Since 1971, the extent of wage-fall in real termshas been dramatic: 87 percent at the highest level and 43 percent at the lowest level. Thesalary compression ratio between the highest and the lowest-level staff has fallen steadilybetween the period 1962-91, though it has remained stagnant thereafter, partly due to therecent wage revisions in the public sector.

3 IMF (2000): 13.4 The midpoint of highest salary scale to the midpoint of the lowest5 World Bank (1996); EIU (1998).6 Schiavo-Campo (1998), notes: "The only reliable measure of the adequacy of government wages

is through a statistically representative survey of public and private salaries .. . for comparableskills, in a given country and at a given time, and taking into account the different terms andconditions of public and private employment."HDC (1999): 63.

8 Chowdhury (1999).

5

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Public sector pay was substantially raised in the government's 1997 pay awards. Duringthe 1990s, two adjustments in national pay scales were introduced, the first in 1991 andthe other effective from July 1, 1997. The 1997 national pay scale comprises 20 scaleswith the highest and lowest monthly scales fixed at Tkl5, 000 and Tk 1,500 against Tk10,000 and Tk 900 in 1991.9

Effectiveness of the public sector

Governance challenges in Bangladesh have been described in World Bank reports andother documents.'" The following table presents some highlights of Bangladesh publicsector performance compared with the weighted average for South Asia." Relative to itsneighbors, Bangladesh had a lower budget deficit in 1998 and a lower proportion ofgovernment employees in the total labor force. However, the levels of per capita GNP,government's consumption expenditure, proportion of tax revenue in GDP, non-performing loans by public sector banks, and systems losses in public sector utilities, areall below that of the rest of South Asia.

Table 4. Some macro indicators of government performance in Bangladesh

Bangladesh Weightedaverage forSouth Asia

GNP in US $ (1997) 360 393

Government consumption as % of GDP 14.0 10.6

Tax revenue as % of GDP 9.6 11.0

Overall budget deficit (as % of GDP) 1998 -4.2 -6.0

Total govemment employees 1.8 5(As % of total labor force) 1996-7

Non-performing loans as % of total advances by public sector 37 21 abanks

Systems losses in public power utilities in % 33 24a. Not weighted average.Source: HDC (1999): 182-9.

Currently, Bangladesh's government is not known for its effectiveness, nor is the publicservice known for its efficiency and effectiveness. Its bureaucratic efficiency is rated at4.7 on a 0 to 10 scale (10 = best) that puts Sri Lanka at 6.7, India at 5.5 and Pakistan at

IMF (2000): 13.t0 See, for instance, World Bank (1996), Transparency International at

htto://www.ti-ban&ladesh.orgtdocs/survev/overview.htn and EIU Country Report (2000).Comprises the seven SAARC nations: India, Pakistan, Bangladesh, Sri Lanka, Nepal, Bhutan, andMaldives.

6

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4.3.12 In addition, Bangladesh's bureaucratic quality and government effectivenesscompare unfavorably with the South Asia mean.

Corruption is part of service delivery by the public sector. Transparency International'3

indicates that in Bangladesh:* 74% of households used "extra regular"(i.e., unofficial) methods for admission of

their children into school;* 65% of urban households expressed the view that it was almost impossible to get a

trade license without money or influence;* 33% of households paid bribes for electricity connection; and* 97% of households completely or generally agreed that it was almost impossible to

get help from the police without money or influence.

Table 5. Bureaucratic quality and government effectiveness in BangladeshBangladesh South Asia mean Scale

Bureaucratic 2.00 2.25 0 to 4: 4 = bestquality14

Government -0.56 -0.27 Not within seteffectiveness"5 limits, the higher the

better

12 Mauro (1995) quoted in HDC (1999).13 See results of corruption survey (survey dates unspecified, but recent) at

http:/www.ti-bangladesh.org/docs/survey/overview.htm

'4 International Country Risk Guide (ICRG), February 2000.15 Kaufmann (1999).

7

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2. The survey of officials in Bangladesh

Why were public officials surveyed?

The survey of Bangladeshi public officials was one of a series -funded by the BankNetherlands Partnership Program (BNPP)."6 It was one of the preparatory exercises to theBank's Institutional and Governance Review (IGR) of Bangladesh."7

The need for an analytical framework emerged from the lessons of past experience in theWorld Bank. The Operations Evaluation Department reported that during 1980-97, onlyone-third of the Bank's closed civil service reform interventions had successfuloutcomes."8 Other reviews of the Bank's public sector reform efforts have identifiedshortcomings of the Bank's approach in this area, pointing out the risks of a narrow and'technocratic' view of what is needed for public sector reform, and of a reliance on 'bestpractice' models that have not been feasible in the particular country setting.'9 TheBank's most recent strategy for reforming public institutions has identified that for theapproach to be effective, ". . . we need to work with our partners to understand andaddress the broad range of incentives and pressures-both inside and outside ofgovernment-that affect public sector performance." 20

The strategy paper also points out that for the analytic work to be useful, "We need tostart with a thorough understanding of what exists on the ground and emphasize good fitrather than any one-size-fits-all notion of best practice. And we need to work with ourclients and other partners to develop and apply analytic tools effectively."

Public officials are not inherently rapacious rent-seekers; they respond to the incentivestructure they face. There is ample evidence, both theoretical and empirical, to suggestthat the performance of public officials is greatly determined by the institutionalenvironment in which they find themselves. The survey approach used in Bangladeshrecognizes that incentive systems vary across types of organizations and types of officialsand uncovers the sanctions and rewards that drive behavior from those who may besubjected to them-the public officials themselves.

The survey covers several important areas. It provides a contextual description of thepublic sector, including characteristics of respondents, their reasons for joining the publicsector and the length of time worked in government. It offers the possibility of presentingpolicy-makers with robust confirmation of the theory-based assertion that it is the

16 BNPP surveys of public officials have been completed in Albania, Argentina, Bolivia, five

countries in the Organization of East Caribbean States, Guyana, Indonesia, Kenya and Moldova.Survey results are being displayed on the World Bank's web sitehttp:H/wwwl.worldbank.org/publicsector/civilservice/survevs.htm for the use of independentresearchers, policy makers, practitioners, and other interested parties.

17 World Bank (2000).18 World Bank (1999).19 World Bank (2000a).20 Ibid, p.4-5.

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institutional environment that drives performance. The survey also enables the testing ofhypotheses about the Bangladesh civil service. Many widely held views on publicofficials are often repeated but without substantive evidence-more akin to "urbanmyths" than to empirical observations. The survey allows such assertions to be tested andsupported or refuted. Finally, with important cautions, the survey allows some assessmentof which aspects of institutional environment are particularly affecting performance. Thishelps identify likely reform strategies.

Survey design

The survey questionnaire was adapted from a tested template, tailoring questions to theBangladesh situation based on focus group interviews held with senior officials in August1999. The structure and the main focus of the questions asked are presented in Box 1.

The survey was conducted in Bengali. It was administered between July and December1999. The survey questionnaire was designed for administration to Class I i.e. 'highercategory' civil servants only from ministries (departments and directorates) and fromstatutory bodies. However, during the survey, the sample was extended to includedistrict-level officials and some officials not belonging to Class I. Apart from class,public sector employees are classified also by grade. As they climb the rungs of the civilservice, employees move into higher grades (1 being the highest). 483 of the surveyedofficials (representing 59% of the total sample of 821) belonged to grades 6 and above.Grade 6 is the entry-level grade for Class I officials,2 ' but those who are promoted toClass I from lower classes could enter Class I at higher grades through pay protectionmechanisms.2 2 Consequently, the available information does not permit analysis byclasses of respondents. The distribution of the sample among different grades is given inTable 6.

Table 6. Distribution of sample by employees' grades

Grade Number _ _

1 6 12 7 13 33 44 69 85 154 196 214 267 106 138 29 49 201 2410 2 0

21 World Bank (2000b).22 For example a public official could start with a Class III job at a level below grade 6, and through

a series of promotions he could become a Class I official. When this happens, his salary in theClass III post could be at the very top end of scales of Class III officials. Because scales extendacross grades, when this official becomes a Class I official, he is not expected to take a pay cut,and his salary could be fixed at a point within a scale corresponding to grade 7.

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Sampling features

The sample size was 821. At the national level, the sample of 397 respondents was drawnfrom ministries and autonomous bodies. At the sub-national level, the sample of 424 wasdrawn from district-level officials in general administration (i.e., magistracy,development officials and staff); and from officials of line ministries posted at the districtand sub-district-level. Organizations included in the sample have been listed in Table Alin Appendix 1.

The survey managers reported that the agency sampling was based on ease of access anda balance between perceived good and bad performers. Within departments and serviceproviding agencies, officials were mostly selected on a random basis.

Box 1. Main areas probed by the questionnaire

The survey questionnaire contained 100 questions and was divided into seven sections covering thefollowing areas:

Profile of respondents: This section probes the size of the respondent's work unit; the length of his or hertenure with the public sector; age; gender; grade and pay scale; previous work experience; and educationand training received.

Experience, perception, of personnel management practices: Views were sought on recruitment andpromotion practices and the degree to which such practices are influenced by patronage from politicians,senior civilian or / military officials, employee unions, village ties or informal payments.

Decision-making: This section assessed whether the respondent was supplied a job description and if so,whether it reflected the actual tasks performed on the job; how much authority senior officials delegate;whether each official's authority is commensurate with the official responsibilities; and whethersupervisors (who are responsible for outputs) have any say in choosing the staff allotted to their unit.

Rewards and discipline: Views were obtained on disciplinary measures and rewards; how often these areapplied and at what levels; informal systems of reward and punishment, such as transfer to another post atthe same level with same pay or as Officer on Special Duty (OSD),23 and when re-employment afterretirement serves as reward.

Sources of income: This section assessed whether the respondent maintains a reasonable standard of livingwhen the salary from government is inadequate; what the respondent considers a reservation wage fortaking a job outside of government; how many officials leave the public sector to take other jobs; perceivedprevalence of corruption and its effect on achieving the organization's mission; and the magnitude ofbribes.

The budget environment: Budget and senior officials were asked about the budget process and shortfalls in1998-99; the impact on outputs of cuts; bills to external creditors that remained unpaid because of budgetcuts; estimates of shortfall; where decisions are made about how spending cuts are selected; what happenswhen the respondent disagrees with a government policy or a decision made by a superior officer; how(s)he acts upon receiving conflicting or contradictory instructions.

23 This is known as "shunting out." See also Box 3 for a detailed explanation.

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Profile of the respondents

Respondents were drawn from ministry officials at national, district and sub-district-level, and from autonomous bodies. Both cadred and non-cadred officials were includedin the sample. 5% of the sample was comprised of female employees. Some sampledetails are given in Table A2 in Appendix 1.

Box 2. Cadres in the Bangladeshi civil service

Cadres distinguish particular occupational groups to which a civilservant might belong, either at the time of recruitment or subsequentlythrough lateral mobility. Cadres constitute a relatively small butdistinctly elite subset of the civil service. Cadres include BangladeshCivil Service (despite the confusing title, this is a small group withinthe larger civil service), education service, trade and economicservices. The National Pay Scale (NPS) and Unified Grade System(UGS) aDvlv reeardless of the cadre to which the official belongs.

Class I officials formed 59% of the sample. The distribution of the rest of the samplebetween Classes II (less senior officers), III (generally clerks) and IV (e.g., water-carriers, night-guards, messengers) staff is not known.

Figure 3. Some sample characteristics

Gender distribution of respondents Distribution of sample amonggovernment agencies

female 15% ministries

districts

male autonomous - 36%

0% 20% 40% 60%

Ditribution of sample among cadred Distribution of sample among officials'and non-cadred officials 1% grades

grade 2 u 1%

non cadre 4%29% grade 4 8%

* - 19%I- MCA& grade 6 26%

cadre grade 8 %4%7 1% w 9+OB1.>>~a Al24%

grade 10 0%

0% 10% 20% 30%

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The average respondent was a college-educated male, with a median age of 44, who hadbeen working in government for eighteen years, of which 6 years had been in his currentposition. His monthly salary was Tk 7,238, and he had filed a wealth report with theNational Board of Revenue.

Within the sample, there are differences between the officials serving in districts andthose in ministries/autonomous bodies, as set out in the table below.

Table 7. Differences between sampled officials working in district-level organizationsand those in ministries and autonomous bodies

Officials Officials Differential:serving in serving inministries and district-level Ministries &autonomous posts autonomousbodies districts

Average age in years 47 41 + 6 years

Average monthly salary (in Taka) 8,912 5,922 + 2,990

Number of years in government 21 14 + 7 years

Number of years in the same position 5 7 - 2 years

Officials who attended training programs 61% 55% + 6%in the past three years

Respondents who regarded training to have 55% 63% - 8 %been effective in improving performance

Officials holding foreign degrees 22% 4% + 18 %

Perception of percentage shortfall of 15% 26% -11%allotted funds from budget estimate

District officials are younger, have served fewer years in government, earn less salary,have had fewer training opportunities and hold fewer foreign academic degrees. This isconsistent with a system based on seniority. 54% of district officials-compared to 64%of ministry and autonomous bodies officials-had been trained within the previous three-year period. Training was perceived to be more effective by district officials than by theircolleagues in the ministries and autonomous bodies. Officials serving in ministries andautonomous bodies were much more likely to have foreign academic degrees (22%compared to 3% for district officials) and as they were younger and with fewer years inservice, it suggests that they acquire foreign degrees while being employed ingovernment. Compared with colleagues from ministries and autonomous bodies, district-level officials also perceived that they made final decisions more often but faced moresevere budget-cuts.

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Figure 4. Sampled officials: job experience in the public sector(Number of years at the current position, previous position,and other public sector positions)'

25-

20 -

~~~ 15~~~~~~103-~W

5

0

autonomous districts ministries sample average

* current O previous 0 other public sector positions

24 Normally, only Class I and II officials are expected to move from district assignments toministries, autonomous bodies

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3. Survey findings

The survey data was used to test seven "commonly held views."2 5 These prior assertionswere developed by reviewing the literature on Bangladesh's public sector.2 6

Table 8. Popular perceptions: the evidence

Commonly held view Does the survey supportthis?

I. Politicians and senior officials show favoritism in Partially supportedawarding employment opportunities and contracts

II. There are very few rewards for excellent performance Partially supported

III. Bad performance is seldom formally punished Strongly supported

IV. Staff are assigned tasks for which they were not recruited Not supported

V. Control is not delegated sufficiently Strongly supported

VI. Public officials make more than their official salaries Strongly supported

VII. Budget management is weak Supported

1. Politicians and senior officials show favoritism in awarding employmentopportunities and contracts

Higher echelons of state power are able to use state resources to extend patronage.Recruitment is often based on such patronage: one-third of surveyed officials believedthat recruitment to Classes III and IV jobs was not based on merit. Senior governmentofficials from within the organization or outside it, and politicians (even when they donot have any direct stakes in the organization) are able to influence such recruitmentdecisions.

Twice as many respondents believed that politicians were able to influence recruitmentdecisions as those who considered that senior officials could do this. Half the respondentsbelieved that such patronage appointments are influenced by personal and familyconnections, though it is also possible to buy such patronage. One out of six officialsbelieved that paying a bribe purchases patronage.

Patronage is also used to influence decisions on whether an employee should be re-employed or not after superannuating. Very few employment opportunities in the privatesector make re-employment beyond the statutory retirement age of 57 a valued reward,

25 The questions probing these assertions have been listed in Appendix 2.26 See, particularly, World Bank (1996), World Bank (1997) and World Bank (2000b).

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and political loyalty was considered to be the single largest reason (by 44% of officials)why an official is awarded re-employment.

Patronage is also extended in awarding government contracts, and-during budget cuts-prioritizing who will be paid first (or paid at all) for goods and services rendered togovernment. One-third of surveyed officials believed that suppliers having connectionswith high-level officials enjoy an advantage when compared with those who do not.

To detect if rules have been complied with in governmental financial transactions, theAuditor General and his staff audit public sector organizations. But instead of auditsbeing a routine procedure, these can be-and sometimes are-used as a political weaponto punish those who have not been loyal.27 This is not as far-fetched as it may sound: onequarter of surveyed officials consider that Accountant General's audits are triggered bypolitical reasons.

IL There are very few rewards for excellent perfonnance

To prevent favoritism in promotion decisions, some checks were earlier introduced bygovernment in public sector promotion policies. But these have been carried out to theother extreme-of divorcing merit completely from promotion decisions. Currently,promotions are based not on who perforrns better but on who has held the job for a longerperiod. For example, among Class I officials, promotions to the posts Deputy Secretariesand Joint Secretaries is based on seniority rather than merit.

This means the Assistant Secretary who has been serving longest will be promoted toDeputy Secretary first, regardless of how (s)he has performed.

However, seniority is not the sole basis for promotions. Promotions also depend onreservations. Certain proportions of the more senior posts (to which officials will bepromoted) are reserved for certain cadres, and cannot be filled up by other cadres even ifthere are excellent performers and very suitable candidates in the 'other' group. Forexample, 80% of Deputy Secretary posts are reserved for the administration cadre.28

Surveyed officials reported that accelerated promotions are never used as rewards. In theabsence of such promotion-rewards commonly used in public sector organizationselsewhere, government-sponsored training abroad is awarded to those who perform well.Respondents reported that half the rewards they had known of in the three months priorto the survey were training abroad. The probability of receiving such a reward depends inpart on whether the official is serving in a district or in a ministry or in an autonomousbody. Class I officials in ministries are rewarded four times more often than those posted

27 Formally, accounts of all organizations are supposed to be closed at the end of the financial year,

and these accounts are audited any time early in the next financial year. What happens in practiceis that the accounts of most organizations are never written or closed for several years at a stretch,and therefore can never be audited. With loose financial management such as this, there isabundant scope for inappropriate financial transactions, which audits can 'uncover.' Hence thepotential for using audits as a political weapon.

28 World Bank (2000b) notes that this is a long-standing issue of dissent.

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in districts. However, among Class III and IV staff the reverse is true: those posted indistricts were rewarded three times more often than those in ministries. Non-monetaryrewards such as public recognition were not probed by the survey.

Figure 5. Rewards and recognition for officials

public j 16%

desirable 11%posting

acceleratedpromotion

monetary NM 22%reward

fellowship 51%

0% 10% 20%o 30% 40% 50% 60%

III. Bad performance is seldom formally punished

Disciplinary punishments for public officials range, in principle, from notes of cautionand censures to suspension and dismissal. In practice, these options are rarely applied.Only 23% of surveyed officials reported having seen officials punished in the threemonths prior to the survey. The possibility of punishment for wrongdoing dependssignificantly on whether the official is posted in a district or in a ministry/autonomousbody. In ministries, Class I officers are punished two times more often than Class III andIV staff; in districts, officers are punished ten times more often than staff. At any rate,officers are punished more often than Class III and IV employees. Whether this resultsfrom the strength of employee unions at this level, or because many of these arepatronage appointees, is debatable. Also, fewer punishments for lower grade employeescould diminish support for higher grade officers and become a source of poor morale.With the formal punishment system in disuse, transfers and postings-such as Officer onSpecial Duty (OSD)-are used to punish officials, and these are used quite arbitrarily.

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IV. Staff are assigned tasks for which they are not recruited

Box 3. Bureaucratic transfers in South Asia

Bureaucratic transfers and postings are frequently used as a means of rewarding andpunishing public officials across the sub-continent. Politically-loyal officers are rewardedwith key, financially lucrative positions whereas the non-compliant officers are punishedby posting and transferring them to far-flung areas in positions of low administrativeimportance.In 1990, the change in government in the Indian state of Uttar Pradesh was accompanied

by a large-scale transfer: 326 out of 520 top civil servants were transferred. In neighboringPakistan, various heads of states carried out large-scale dismnissals. Ayub Khan dismissed1,300 civil servants in 1959 by a single order; Yahya Khan dismissed 303 in 1969; andZulfiqar Ali Bhutto 1,400 in 1973.One of the more interesting classes of bureaucratic transfer is when a public official is

made an Officer on Special Duty (OSD). An OSD is a particularly important classificationin Bangladesh. It is a supernumerary post, equivalent to an official having been stripped ofresponsibility. It is widely accepted that, when applied unfairly or arbitrarily, this is apunishment, and agencies with high proportions of arbitrary OSD placements are identifiedas those with low morale.

Source: HDC. 1999.

One assumption behind survey design was that accountability in the public sector issometimes unenforceable because there are no directions or instructions about workpriorities. How can government hold someone accountable for something (s)he is (not)doing when (s)he has never been told in the first place what to do, or has been assigned toa task for which (s)he was not recruited? The belief was that job descriptions do not exist;and where they do exist, the descriptions are not accurate.

However, this assertion was not supported by survey respondents. 85% of surveyedpublic officials believe that they did know their job descriptions before they applied fortheir positions, and 88% believe that these job descriptions accurately reflected the tasksthey were performing.

V. Responsibility is not delegated sufficiently

For ensuring efficient service delivery and accountability at all levels of government,control needs to be delegated from the central government to the operational level. Yet,one third of surveyed officials perceived that they either did not have, or had much lessthan, the authority necessary to carry out their responsibilities. To be able to deliverservices adequately, a manger needs the freedom to select (from those available) thepersons that (s)he will use to staff his unit/organization. Yet, an overwhelming 87% ofmanagers believed that they have no choice in selecting persons to staff their units; theyhave to make do with whomever is allotted to their unit.

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Control is also retained via notes on files. A file is a set of papers tracing the decision-making process on a particular operational issue; its value is archival, as well as to ensuretransparency in decisions. To make sure that those concerned in the decision havereviewed all the facts, broad guidelines are laid down on which level of officials must seea file (and record herlhis input) before a final decision is reached. However, over time,files have become more important than the issues whose papers they contain. Files(folders) containing papers move from desk to desk, accumulating little more than timeand dust: 85% of surveyed officials believed that files passed unnecessarily across theirdesks under circumstances in which they had no decision to make other than passing it onto the next official in the chain. Files being records of decisions, and mala fide motivesbeing easy to impute, officials often prefer to pass decisions along to the next officer inthe hierarchy rather than making decisions themselves. 10% of officials said that even incases where they could make a decision, they would "feel safe" in referring the file totheir superior.

VI. Public officials make more than their official salaries

Figure 5. Sources of officials' non-salary income

1.. - bribes 6 %X~ '~ . I

u savings fromrE training/travel 5%

premiums

-r second job 3%

c)

income from 2%z C property

EC-u0 s inherited

property

<~~~sos _. ...z spouse's ET 10%

income

0% 5% 10% 15% 20% 25%

Public sector pay was substantially raised in the government's 1997 pay awards.Nevertheless, public officials reported that they supplement their government salarieswith other sources of income. Income from inherited property, spouse's income, andbribes were the three major ways of supplementing insufficient government salaries.

Although only 13% percent of respondents mentioned bribes as a non-salary source ofincome, officials believe that corrupt colleagues make more than seven times theirsalaries from bribes and other illegal receipts.

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Figure 6. Officials' estimates of salaries that will persuade them tomove to the private sector (1 = present salary)

sample average 2.3

ministries 13.4

districts .1.8

autonomous 2.6

0.0 1.0 2.0 3.0 4.0

Although pay levels are widely perceived to be low, public officials do not want to moveto other jobs.

Only 8% of the respondents said they were looking for jobs in the private sector.Furthermore, when asked how large an increase in salary they would require to move to ajob in the private sector, the average officials' estimates of expected wages was 2.3 timesthe current salary, and 92% said they would expect double their current wages to considermoving to private sector jobs. As the figure above shows, officials from the ministrieshad particularly high expectations.

VII. Budget management is weak

When well managed, the budget process can be an effective vehicle to convertgovernmental priorities into policies, via resource allocation. To make the budget a signalof the government's priorities, public officials who are responsible for delivering thegovernment's programs need to know that, within reasonable limits, funds promised inbudget estimates will be available to them during the financial year. Yet, during the fiscalyear 1998-9, all three types of organizations in the sample received 23% less budgetallocation than promised. The cuts (as percentage of estimates) were biggest in districts(policy implementing units), and smallest in the ministries (policy making units). It is notjust that budgets are reduced; the significance is that they are reduced unpredictably.Indeed, nearly half the surveyed officials (46%) believed that insufficient andunpredictable budgets were the main barriers undermining their organization's ability tofulfill its objectives.

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Figure 7. Comparison of promised and received budgetallocations in 1998-99

-23%1404_

-15%

-26% g&tw

-22%

-30% -25% -20% -15% -10% -5% 0%

20

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4. Looking for points of entry: the impact of institutional environmenton performance

The model used for analyzing BNPP surveys

The BNPP surveys are guided by the need to provide policy makers with concreteproposals for action. The methodology is to look below generalized concerns about civilservants and their "rent-seeking" and uncover details of the incentives and constraintsthat can in fact be changed. The approach first checks that informality does not explainthe entire pattern of behavior and that formal institutional arrangements do havesignificance. The approach then identifies the potential reforms at the whole ofgovernment level, before reviewing the more idiosyncratic difficulties faced by eachindividual agency and the micro-reforms that could address them.

Public sector institutional literature often broadly describes public officials in developingcountries as unskilled, incapable, and poorly motivated to perform their official tasks.This image of officials can lead to the automatic assumption that public officials areinherently rent-seekers and will inevitably use official privileges for engaging inopportunistic behavior. Given the poor performance of public bureaucracies indeveloping countries, and the reality of low public sector salaries, such an assumption isplausible. However, such broad-brush descriptions have little relevance for policy. Theblanket portrayal of civil servants as "rapacious rent-seekers" masks the more nuanceddetails of what can be changed in the institutional environment that guides behavior andshapes performance.

Institutional environment comprises both formal constraints (e.g., rules, laws,constitutions) and, of course, informal constraints (e.g., norms of behavior, conventions,codes of conduct). For public officials, formal rules are laid down in their code ofconduct and operation manuals, in the budget documents, and in the many decrees,directives and instructions through which policy is conveyed. The informal rules are whatthe officials collectively understand as appropriate behavior: "how we do things aroundhere." For example, not vigorously implementing the minister's newly announcedscheme might result in their transfer to a position in a remote and inaccessible area.While the formal aspects are in principle tractable, it is the informal dimensions that maybe the dominant influence.

In unpacking the institutional environment, cultural factors certainly contribute, butagain, the policy relevance is limited.29 Put starkly, governments can be urged to changeinstitutions, but asking for a culture change is rather ambitious.

Reform programs work in the first instance through changing formal arrangements.Therefore the first point to establish is that the strength of formal arrangements does infact explain some of the observed behavior of public officials. If, in reality, informality

29 World Bank (2000b) provides a fascinating insight into cultural patterns and the tradition of Doya,

and the added force that male dominance gives to these traditions.

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dominates, and formal institutional arrangements have no significance, then there is littlevalue in understanding the formal but irrelevant rules and regulations that attempt in vainto set the incentive structure of public officials.30 The first question is then, "Does thestrength of the formal institutional environment have any significance for the behavior ofpublic officials?"

Rule Credibility-The strength of institutions can be gauged by their impact onexpectations.3' If there is a rule about the management of records in the organization, orabout methods of performance appraisal, do officials then expect that breaches of theserules will be really punished? Public officials in Bangladesh know that if they do not filetheir statement of assets, they will not be punished. Is this why, in consequence, that one-third of officials have not filed wealth reports with the National Board of Revenue?

Policy Credibility-The nature of officials' expectations is also important in relation topolicy implementation. Willingness to gear actions to support Ministerial policies issomewhat greater if officials believe that policies will remain in force for a period oftime, and will not be undermined by other contradictory policies. Expectations thatpolicies are likely to be soon reversed lead, at best, to second-guessing of what the nextones might look like. At worst, they lead to cynical disregard for any announced policy.

Resource Adequacy and Predictability-Expectations concerning the future flow ofbudgetary and other resources are also significant determinants of behavior. Officials thatdoubt that the budget will be implemented as planned may have few reasons toimplement policies vigorously and every reason to over-staff, as salaries will ultimatelybe paid even if program funds are reduced.

The recent Institutional and Governance Review for Bangladesh (World Bank 2000b)identifies "the centrality of achieving greater accountability and transparency ingovernment operations" as essential. With this focus in mind, the design of thequestionnaire administered to public officials in Bangladesh emphasized accountability.32

The key performance question probed the views of officials as to what extent corruptionprevented the respondent's organization from accomplishing its mission.3 3

30 See, for instance, Horn (1995).31 This point that institutional arrangements impact individuals' actions in the present by shaping

their expectations about the future is made extensively in the institutional literature. See, forexample, Bendor and Mookherjee (1987) and Mnookin and Kornhauser (1989). It is consistentwith an assertion that the problem facing both public and private sector managers is one ofmaintaining their collective reputation as a relevant actor among their staff (See Seabright 1993).More generally, the literature on cooperation in the absence of third-party enforcement emphasizesthat "the shadow of the future" (i.e., the degree to which actors expect to interact again undersimilar circumstances) significantly determines behavior in the present (See Axelrod and Keohane,1985).

32 Other BNPP surveys also probed for results focus and employee morale. For details, see Manning,Mukherjee, and Gokcekus (2000).

33 The question asked was "How much would you say that corruption prevents your organizationfrom achieving its mission?"

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Therefore the analysis focused on the degree to which stronger institutions are associatedwith improved accountability and options for improving this performance across theentire public sector.

Institutions do matter

The institutional environment was measured along three dimensions: rule credibility,policy credibility and resource adequacy and predictability.3 4 Indicators were constructed,with 0 being the worst and 10 being the best scores. Table 9 below shows how responsesto questions were grouped in constructing the institutional environment indicators inBangladesh.

Table 9. Indicators of institutional environmentRule Credibility Policy Credibility Resource Adequacy and

PredictabilityMerit-based recruitment (Q17, 24) Policy stability (78.4) Adequate resources (financial &

skilled manpower) (Q78.1, 78.5)Effective training (Q15) Policy consistency (Q78.3)

Resource predictability (Q 78.2)Accurate job description (Q43) Policy support (Q82)

Fairness in OSD postings (Q66)

Effective auditing (Q98)

No interference by politicians (Q19,20,26,27,32,33,38,39)

No micro-management by seniorofficials (Q18, 21, 25, 28, 31, 34, 37,40)

Appropriate authority to carry outresponsibilities (Q44)

Merit-based promotion (Q36)

Note: The relevant question numbers from the questionnaire are in parentheses. The tests applied togrouping these elements of the institutional environment under "rule credibility," "policy credibility" or"resource adequacy and predictability" is described in Manning, Mukherjee and Gokcekus (2000), p. 41.

The calculation of indicators from the questions is described in Appendix 3.

An aggregate score for the overall institutional environment was constructed as thesimple average of the scores for "rule credibility," "policy credibility" and "resourcepredictability."35 Officials rated the institutional environments of twelve sampledorganizations between 4.8/10.0 and 7.2/10.0. The aggregate score describes the strength

34 This is one of many possible ways of describing the institutional environment, and has beenchosen because it is consistent with the analytical framework described in Manning, Mukherjeeand Gokcekus (2000) and extensively used for analyzing all BNPP-funded surveys.See Appendix 3 for details of the indicators.

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of an organization's environment: a high score signifies a "strong" environment, and lowscore a "weak" one.

Section 4.5 below highlights the differences in the institutional environment betweendiverse agencies.

The figure below shows how responses to the question of whether corruption prevents therespondent's organization from achieving its mission vary according to the institutionalenvironment within the agency. The institutional environment of each organization isplotted along the x-axis, and officials' perception of corruption along the y-axis. Itprovides confirmation that the institutional environment does indeed matter. Formalinstitutions are significantly associated with the behavior of public officials.

Figure 8. Institutional environment matters in Bangladesh

Performance = 0.166 + 1.12 Institutional Environment

R2 = 0.45740

* DNFE

Min. of Water

Resources

AEO

Min. of Local Mn. of Industries

GovermmentX*/+ * Hospitals

._ Department ofc) FisheriesPD

z Min. of Fisheries0

*NBRU

4 4.5 5 5.5 6 6.5 7 7.5 8

Institutional Environment

AEO = Agricultural Extension Office, BWDB = Bangladesh water Development Board,DNFE = Department of Non-Formal Education, LGED = Local Government Engineering Department,NBR = National Board of Revenue, PDB = Power Development Board.

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If the institutional environment matters in general, what matters in particular?

In moving from general observation toward identifying the specific drivers ofperformance, three cautions should be borne in mind. First, like any other data collectionexercise, despite quality control on survey administration and data collection and entry,there are inevitably limitations on data quality.36 Second, theory provides no guidance insuggesting which institutional area in particular most affects performance. Findings atthis disaggregated level are purely empirical. Third, we can note associations and deducesome plausible policy implications, but ultimately cannot prove cause and effect.

Of the 14 elements of institutional environment used in this analysis and listed in Table 8,10 were found to be significantly associated with officials' perceptions that corruptionprevented the respondent's organization from accomplishing its mission.3" Threeexamples-one for each element under "rule credibility," "policy credibility' and"resource adequacy and predictability"-are given in the figures below. The figures forthe other associations are given in Appendix 4.38

The associations confirm that some elements of the environment within which officialsare working are particularly significant. Views that corruption is preventing therespondent's organization from accomplishing its mission are likely to be exaggerated byother areas of dissatisfaction. For example, officials who consider resources to beinadequate are 1.2 times more likely than others to see corruption as an obstacle. 3

However, other associations are markedly stronger. Compared with officials who believethat recruitment is merit-based, officials who think that recruitment is not merit-based are1.5 times more likely to believe that corruption is preventing their organization fromachieving its mission. Those who perceived political interference by politicians or seniorofficials from outside the organization to be an impediment to the organization'sefficiency were 2.4 and 2.6 times more likely, respectively, to believe that corruption wasalso an obstacle to the organization's mission (compared with those who believedotherwise). Other forms of political interference generate odds ranging from 1.99 to 2.1.

36 For details, see Section 2: The Survey of Officials in Bangladesh.

37 These were: "merit-based recruitment;" "political interference by political functionaries frominside the organization;" "political interference from politicians outside the organization;" "micro-management by senior officials inside the organization;" "micro-management by senior officialsfrom outside the organization;" "policy consistency;" "policy stability;" "adequacy of resources;"and "resource predictability."

38 In each case the sample was divided into two groups. For example, to check the associationbetween merit-based recruitment and corruption, the sample was divided into two parts-thosewho believed that recruitment is merit-based and those who believed it is not. Then, these twogroups' perceptions of whether corruption prevents the respondent's organization from achievingits mission were compared.

39 To test the statistical significance of each assertion, odds ratio was derived and confidenceintervals were constructed.

25

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Figure 9. The association between perceptions of merit-based recruitment and corruption

E 60% /

. E o 40%, Compared with officials who believe thatOL. = *recruitment is merit-based, officials who thinkC 3 20%-,Z / f gthat recruitment is not merit-based are 1.5U S * 2 * times more likely to believe that corruption is

0%_ Z ! W | Fpreventing their organization from achieving itsYES NO mission.

E1i met-tbased 54% 37% |r,ecruitmentl

Odds ratio: 1.45 = 54/37[Confidence interval (1.9, 1.1) at a = 0.05.]

Figure 10. The association between perceptions of policy consistency and corruption

~~~~60%1

0Q

>E . 40%

Officials who believe that policies are0 2 20% inconsistent are 1.6 times more likely to

°° 10% / . S believe that corruption in their organization

C 0% X will prevent it from achieving its mission.0%

YES NO

policy consistency

Odds ratio: 1.58 = 51/32[Confidence interval (2.3, 1.1) at a = 0.05.]

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Figure 11. The association between perceptions of resource predictability and corruption

- 60%n/

> cd E 40%

E j E30% Compared with those who believeotberwise, officials who believe that

DB 0 20%- / 2 > 0 > resource flow will not match budgeto 10%- / Z _ ^_ estimates are 1.3 times more likely also to

0% believe that corruption in their organizationYES NO will prevent it from achieving its mission

resource predictability

Odds ratio: 1.26 = 50/40[Confidence interval (1.8, 0.9) at a = 0.05.]

Potential pay-offs

Given limited resources, policymakers in Bangladesh will need to identify the reforms inthe institutional environment that offer the greatest marginal impact of improvements onperformance.' The details of the regression analysis presented in Appendix 5demonstrate the partial effects of the institutional environment on public officials'perceptions of corruption.

The following figure summarizes the elements of institutional environment that, whenconsidered together, have a statistically significant effect on officials' perceptions of howseriously corruption impedes the agency's mission.

40 To calculate the partial effect of different aspects of the institutional environment onaccountability, we derive the marginal effects of institutional environment on performance byutilizing discrete choice model, given the qualitative nature of the responses. Regression analysisallows us to calculate partial derivatives or marginal effects. However, conventional regressionmethods are inappropriate when the phenomenon we seek to model is discrete rather thancontinuous. Discrete models can be used when the dependent variable is not continuous but rathera discrete outcome such as "yes or no" or "always, sometimes, never." The marginal effects (i.e.,"payoffs" are the maximum possible) are likely to require simultaneous movement on variablesomitted from the regressions, and may require movement on political economy variables excludedfrom the analysis.

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Figure 12. Potential pay-offs in reducing corruption through different reforminterventions

Fewer nanier of years in the same positon at 1%

Aderjuate financial resources 6%

Polcy suppo.I F i. 9%

Policy stability 14%

ss niiceonunawaegenl from sentior officials 22%

L,ss pobtical interference from poEliciass *' 31%

Less poliacal interference from inside f jtionaries = 26%

Miscretion in decision mbing process % 9%

Mefit-based recrnaietnt in class I N 18%

Ment-basei recruilment in class III & IV 7 j 10%

0% 5% 10% 15% 20% 25% 30% 35%

Notes: Only the statistically significant results are included in this figure. For details, see Appendix 4.The pay-offs are in terms of percentage increase in numbers of staff reporting performanceimprovements in consequence of improvements in the institutional environment.

Box 4. BWDB: the promise of reform

Facilitated by strong leadership from the top, and by donors' ablesupervision, the Bangladesh Water Development Board has undergone aradical transformation over the past two years, from a heavily over-staffedand corrupt agency to a much leaner public sector organization. Following astaffing review that recommended considerable downsizing, BWDB waspersuaded to rationalize its internal structure and abolish directorates andredundant staff positions.

BWDB's first response was to raid the staff pension fund to pay salaries.The Minister and his Secretary explained to employee's representatives thatdrawing down the pension fund would leave retirees without pensions.Instead, it was argued, vacancies resulting each year from normal retirementshould not be filled (these were positions traditionally "inherited" by thesons or relatives of the retirees). After no fewer than 18 meetings, staffreluctantly agreed to the downsizing plan. As BWDB is not a significantrevenue-earning agency, faced by a deternined Minister and Secretary, staffreally had no other way to protect their pensions. The results have beenencouraging: employment came down from 18,000 in 1996 to 12,000 in1999, on target to reach 9,000 by the end of 2000.

Source: World Bank (2000b).

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So, the regression analysis suggests that first and foremost the institutional challenge isone of protecting the bureaucracy from politics. This figure shows that when officialswho believe that politicians from outside the organization stop interfering in day-to-daydecisions, the perception of corruption will fall by almost one-third (31%). Similarly,reduced interference from within the organization by politicians and senior officials-coupled with practices to ensure that recruitment to Class I jobs is merit-based-willreduce the perception of pervasive corruption.

Politicization is fundamental to explaining poor performance. Reducing politicallymotivated interventions from external political actors would have the single largestimpact, with reduction in the political interference from senior officials a close second.Consistent with the message of "Government that Works," increased delegation and areduction in micro-management on the part of senior officials would also have asignificant impact. The regression suggests that as a further approach to insulating thebureaucracy, merit-based recruitment for Class I staff would also have a significantimpact on performance.

So, yet again, the survey highlights the significance of cross-cutting reforms that focus onmerit-based recruitment and reduced political interference. The survey furthermoredistinguishes some specific reforms that could ameliorate these elements. Section 3 notedthat making it harder for managers to use OSD as punishment; further delegation ofauthority, as emphasized in "Government that Works;" improving the erratic budgetmanagement arrangements (and particularly improving the predictability of resourceflows) would do much to restrict the channels through which political micro-managementoperates.

Box 5. LGED: allowing participation

The reform experience of the Local Government EngineeringDepartment (LGED) allows lessons to be drawn. The hallmarkof reform here was the adoption of a participatory approach tolocal public works project design, piloted by the IDA-supported Rural Roads and Markets project. As one of itsmany innovative practices, LGED has begun to solicit moreactively the input of local groups (sometimes local governmentofficials, sometimes representatives of community-basedorganizations) on such issues as the location of rural roadworks and the establishment of local markets. There isencouraging evidence that this input has persuaded LGEDengineers to change plans and priorities. In this case, the ideawas suggested by a development partner, but the concept wasquickly embraced by the LGED management, and they havesince begun training engineers in the use of participatorytechniques.

Source: World Bank (2000b)

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Agencies differ

Any general observations about institutional weaknesses in the Bangladesh public sectormask a variety of idiosyncratic difficulties faced by each individual agency.4" Table A8 inthe appendix presents the standardized indicators for the three components of institutionalenvironment in twelve organizations.Using these standardized indicators, relative strengths and weaknesses (in terms of their"rule credibility," "policy credibility" and "resource predictability") have beensummarized in the table below.42

Table 10. Institutional environment in diffe ent organizationsOrganization ScoresE SummaryMinistry of Fisheries Low RC, PC - -

Ministry of Industries High RP +

Ministry of Local Government Low RP

Ministry of Water Resources Average

DNFE High RC, PC, RP . . .

Department of Fisheries Low RP

Local Government Engineering Department Average

National Board of Revenue Average

Power Development Board Average

Water Development Board High RC +

Agriculture Extension Office High PC +

Hospitals Low RC, High PC + -(D Scores in three indicators of institutional environment: rule credibility (RC); policy consistency (PC);and resource predictability (RP).

Agency-level reforms might be the best hope of providing local communities with greatervoice in the production of local public services. The findings of the survey at agency-level show the variety in the institutional environments within which officials work. The

41 The Anna Karenina principle applies: "all well-performing agencies are alike; there are so manypreconditions for effective performance that every dysfunctional agency is dysfunctional in itsown way". Tolstoy's original words were that "Happy families are all alike; every unhappy familyis unhappy in its own way." Gary Reid pointed out the relevance of the observation for publicsector performance.

42 In making that determination, +/- one standard deviation was used as the criteria for whether anorganization is relatively weak or strong.

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Water Development Board seems to be an entity in which rules are enforced, and scoresfor policy credibility and resource predictability are adequate.

Figure 13. Capturing variety in institutional environment in different organizations

1 4 60 10 6

e~~~~~~~1 42

Ministry of Fisheries Local Government Engineering Department1=merit-based recruitment, 2=effective training, 3=accurate job description, 4=discretion in decisionmaking, 5=fair treatment: OSD placement, 6=thorough audit, 7=politicization, 8=micro-management,9=policy stability, 10-policy consistency, l1=policy support, 12-resource adequacy, 13=resourcepredictability, 14=merit-based promotion.

The institutional environment within the Local Government Engineering Department canbe contrasted with the situation faced by staff in the Ministry of Fisheries.

The lesson to be learnt is that agencies show distinctly different institutionalenvironments for staff-and that it is possible to track changes over time. Theinstitutional impact of involving stakeholders in participatory exercises can be seen bytracking the institutional environment indicators.

In this respect, the message from the survey is an encouraging one. There is every reasonfor pessimism about the cross-cutting reforms, as yet one more survey is unlikely toovercome the deep-seated resistances to institutional change that have been so oftennoted. However, it is possible that reforms at the agency level, if carefully tracked andfine-tuned through repeated surveys, could provide the means by which some changescan be introduced.

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Summary

The public sector in Bangladesh is a diverse environment in which to work. Althoughthere are some general conclusions that can be drawn, staff perform better or worse indifferent agencies for highly diverse reasons. However, there are some general truths, andwe can confirm that aspects of the formal institutional arrangements, and particularly rulecredibility, policy credibility, and resource adequacy and predictability, are significantdrivers of performance.

This is not surprising. To perform well, public officials need to be confident about thefuture-not to the point of smugness, but certainly to the point that they can see therelationship between their efforts and any eventual outcome. The institutionalenvironment within which they are working shapes these expectations. If the rules are notcredible, with little prospect of enforcement, if they expect policies to be contradicted orresources to flow unpredictably, then they cannot envision any relationship between theireffort and public sector performance. Rationally, there is little point in workingpurposefully in an environment where results are so uncertain.

The survey supports the widespread contention that poor performance is seldomformallypunished, with OSD used as a particular lever that can deter whistle-blowers and anyothers prepared to speak out against patronage. Control is centralized with littledelegation. Public officials do seem to have incomes that exceed their official salaries,and budget management is weak.

There are also some grounds for concern that Class I officials form a well-organizedinterest group, able to distort policy to their own ends, and that politicians and seniorofficials show favoritism in awarding employment opportunities and contracts.Consistent with the finding that there are few formal punishments for poor performance,there are very few rewards for excellent performance.

However, despite impressions to the contrary, staff are fully aware of their jobdescriptions.

Regression analysis suggests that first and foremost the institutional challenge is one ofinsulating the bureaucracy from politics.

Politicization is a key factor in shedding light on poor performance. Curtailment ofimproper interventions from external political actors would have the single mostsignificant impact; minimizing political interference from senior officials runs a closesecond. In keeping with the message of "Government that Works," greater delegation ofresponsibility-coupled with reduced micro-management by senior officials-wouldhave considerable effects as well. The regression analysis suggests that working toinsulate the bureaucracy via merit-based recruitment for Class I staff would also do muchto strengthen performance.

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Again, the survey shows the importance of crosscutting reforms that stress merit-basedrecruitment and the curtailment of political influence. The survey highlights specificreform strategies that could provide crucial points of entry: restricting politicalexecutives' use of OSD as punishment; greater delegation of authority (as emphasized inthe IGR and "Government that Works"); improving erratic budget managementarrangements (and boosting the predictability of resource flows, in particular).Improvement in these areas would remove some of the main arteries through whichpolitical micro-management thrives.

Although highlighting these specific reforms offers better prospects for success thangeneralized criticisms, history shows that cross-cutting reforms are often prescribed butrarely implemented. The survey findings that managers should be constrained in their useof OSD as punishment, that further delegation of authority should be developed, and thatthe predictability of resource flows should be improved through budgetary reforms, aresensible and well-supported by the survey. However, based on past experience, these areunlikely to find many champions in the short term.

To make substantive improvements in the public sector's effectiveness, and also toempower local communities in the production of local public services, agency-levelreforns should be implemented. The survey's findings at the agency-level show anencouraging variety of institutional environments in which public officials work.43 Therightsizing of the Water Development Board may have contributed to the very differentenvironment it now offers, compared to the Power Development Board. For example, astrategy of stakeholder participation undertaken by the Local Government EngineeringDepartment might have accounted for some of the better elements of its environment, incontrast with the Ministry of Fisheries.

The message from the survey is fundamentally an optimistic one. It is possible thatagency-level reforms, carefully tracked and refined through future studies, could be aviable means for effecting change.

These findings are contestable. Readers can readily take the same survey findings andreach different conclusions. To assist in deepening interpretations of the data,appropriately anonymized survey data is being placed on Internet sites(http:/Hwww 1 .worldbank.org/publicsector/civilservice/countries/bangladesh/index.htm).The challenge is not to prove or disprove the logic of particular reform proposals; thechallenge is to raise the quality of debate and to instill some sense of optimism thatchange is indeed possible.'

These findings were also true in Uganda, where a survey "showed that the performance of publicfacilities in different sectors can vary considerably even within one country, depending on thefacilities' institutional context and incentives. In Uganda, schools keep systematic records offinancial flows and enrollments. Health units and local governments (districts), by contrast, do notkeep good records." (World Bank (1999b).As a part of Governance and Institutional Quality Surveys, a subsequent survey of civil servants isplanned for late-2000. Along with a survey of households and business enterprises, the survey ofcivil servants will examine possible ways of reducing politically motivated interventions in thecivil service from external actors. Particular areas for further and more detailed consideration in

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Intemational Monetary Fund (IMF). 2000. Bangladesh: Recent Economic Developments.IMF Staff Country Report No. 00/25.

the follow-up survey include the finding that politicians and senior officials show favoritism andengage in corrupt practices in awarding employment opportunities and contracts, and in particularthat patronage is extended in awarding government contracts; filling openings in civil service; andawarding training and promotions. The follow-up survey will also make an attempt to deepen theunderstanding of when and how transfers and postings-such as Officer on Special Duty (OSD)-are used to punish officials. The remarkable finding of the previous survey that public officialsearn considerably more than their official salaries will also be examined in more detail, includingcollecting information on methods used by the civil servants to generate these extra incomes.

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Kaufmann, Daniel, Aart Kray and Pablo Zoido-Lobaton. 1999. Governance Matters.World Bank Policy Research Working Paper 2196. World Bank, Washington,D.C.

Manning, Nick, Ranjana Mukheree, and Omer Gokcekus. 2000. Public Officials andTheir Institutional Environment: An Analytical Modelfor Assessing The Impact ofInstitutional Change on Public Sector Performance. World Bank Policy ResearchWorking Paper 2427. World Bank, Washington, D.C.

Mnookin, R. and L.Kornhauser. 1988. "Bargaining in the Shadow of the Law: The Caseof Divorce." Yale Law Journal 88: 950-972.

Seabright, Paul. 1993. "Managing Local Commons: Theoretical Issues in IncentiveDesign." The Journal of Economic Perspectives. 7(4): 113-34.

Schiavo-Campo, Salvatore. 1998. "Government Employment and Pay: The Global andRegional Evidence." Public Administration and Development 18: 457-78.

Transparency International. "Corruption in Bangladesh Surveys: An Overview." Athttp://www.ti-bangladesh.org/docs/survey/overview.htm

World Bank. 1996. Bangladesh Government that Works: Reforming the Public Sector.Oxford University Press, Dhaka.

World Bank. 1997. "Bangladesh - Public expenditure review 1997 update: making thebest use of public resources" World Bank Report No. 17690.

World Bank. 1999a. "Civil-Service reform: A Review of World Bank Assistance."Operations Evaluation Study 22. Report No. 19211. World Bank, Washington,D.C.

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Appendix 1: Sample details

Table Al. Organizations from which the sample w s drawn1. Accounts Department 18. Hospitals (at the district-level)2. Agriculture Ministry 19. Industry Ministry3. BSTIIBITAC/Patent 20. Information Ministry4. Bangladesh Water Development Board 21. Livestock Department5. Colleges/schools (at the district-level) 22. Local Government & Local Government6. Commerce Ministry Engineering Department7. Communication Ministry 23. National Board of Revenue8. Co-operatives Ministry 24. Police Department9. Dhaka Electric Supply Authority 25. Posts & Telecommunication Department10. Economic Relations Division 26. Power Development Board11. District administration (DC, ADC, TNO) 27. Professional Association12. Education Ministry 28. Public Works Ministry13. Election Department 29. Public Health Ministry14. Energy Ministry 30. Registration Department15. Fisheries Ministry 31. Road & Highways Ministry16. Food Department 32. Social Welfare Department17. Health & Family Planning Ministry 33. Water Resources Ministry

________________________________ 34. Water Supply and Sewerage Authority

Table A2. Sample details

Autonomous District Ministries Bangladesh

Number of questionnaires administered 294 424 103 821

cadred officials 164 326 96 586% of cadred officials 56% 77% 94% 71%

Number of females 15 21 7 43% of females 5% 5% 7% 5%

Table A3. Pay scales and grades in the unified grade systemGrade Pay Scale Grade Pay ScaleISt 15000 (fixed) 6th 7200-260X14-108002nd 12900-350X6-14300 7th 6150-225X16-97503rd 11700-300X6-13500 8th 4800-210X16-81604 th 10700-300X8-13100 9th 4300-185X7-775t 9500-260X10-12100 4300-195X1 1-7740Scales have been described by beginning and end-points and annual increments.

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Appendix 2: Questions behind the assertions

Higher echelons of state power (e.g. politicians, senior officials) extend patronage usingstate resources

Q. 18. How many Class III and IV employees in your organization do you think received theirpositions primarily because they exhibited greater merit than other candidates?

very few some about half most almost

Q. 19. In how many of the cases where merit was not the primary deciding factor did seniorofficials from your organization help them get their jobs?

very few some about half most almost all

Q. 20. In how many of the cases where merit was not the primary deciding factor did politiciansfrom your organization help them get their jobs?

very few some about half most almost all

Q. 21. In how many of the cases where merit was not the primary deciding factor did politicalfunctionaries from outside your organization (e.g. MPs, other ministers) help them get their jobs?

very few some about half most almost all

Q. 22. In how many of the cases where merit was not the primary deciding factor did other highofficials, such as military officers or senior officials from other public or private organizationshelp them get their jobs?

very few some about half most almost all

Q. 23. Now I will give you a list of possible reasons why high officials and functionaries mighthelp someone receive a class III or IV job. Could you please tell me, for each possible reason,whether you think the reason applies to 1) very few or none of the cases 2) some of the cases 3) toabout half the cases 4) to most of the cases 5) or to almost all or all of the cases?

family ties personal ties village ties political tiespayment was made for the job union pressure

Q. 25. In how many of the non-merit cases did senior officials from your organization influencethe selection of Class I officials after the exams?

very few some about half most almost all

Q. 64. Many officials request re-employment after retirement. What are the two most importantreasons for which you think that employment requests are granted?

family ties personal ties village ties political ties skill and expertise for the job

Q. 98 Which of the following best characterizes the audits?always superficial occasionally thorough, usually superficial sometimes thorough,

sometimes superficial usually thorough, occasionally superficial always thorough

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Q. 100. In obtaining contracts and resolving disputes over contract fulfillment and payment, howmuch of an advantage do suppliers with connections to high level officials have over othersuppliers?

very little advantage little advantage some advantage large advantagevery large advantage

The selection of Class I officials is supposed to be on the basis of examination, but politicians andvery senior officials are able to influence this as well.

Q. 25. In how many of the non-merit cases did senior officials from your organization influencethe selection of Class I officials after the exams?

very few some about half most almost all

Q.26. In how many of the non-merit cases did political functionaries from your organizationinfluence the selection of Class I officials after the exams?

very few some about half most almost all

Q. 27. In how many of the non-merit cases did political functionaries from outside yourorganization (e.g. MPs and other ministers) influence the selection of Class I officials after theexams?

very few some about half most almost all

Q. 28. In how many of the non-merit cases did other high officials, such as military officers orsenior officials from other public or private organizations influence the selection of Class Iofficials after the exams?

very few some about half most almost all

Q. 30. How many Class I officials are given their first appointment or posting primarily becausethey expected greater merit than other candidates?

very few some about half most almost all

There are very few rewards for excellent performance

Q. 37. In how many of the cases where merit or seniority is not the primary deciding factor didsenior officials from your organization influence the promotion?

very few some about half most almost all

Q. 38. In how many of the cases where merit or seniority is not the primary deciding factor didpolitical functionaries from your organization influence the promotion?

very few some about half most almost all

Q. 39. In how many of the cases where merit or seniority is not the primary deciding factor didpolitical functionaries from outside your organization (MPs and other ministers) influence thepromotion?

very few some about half most almost all

Q. 40. In how many of the cases where merit or seniority is not the primary deciding factor didother high-level officials, such as military officers or senior officials from other public or privateorganization influence the promotion?

very few some about half most almost all

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Q. 54. In the last three months, how many staff members do you know of in your organizationwho have received official recognition or rewards (e.g. scholarship and training opportunities,monetary rewards, accelerated promotion, desirable posting?) ?

Class HI and IV employees (Number) Officials and officers (Number)

Q. 55. What was the form of reward given to officials and officers (Number)fellowships monetary rewards accelerated promotion desirable postingspublic recognition

Bad performance is seldom formally punished

Q. 51. In the last three months, how many instances do you recall in which staff members in yourorganization have been disciplined?

Class III and IV employees (Number) Officials and officers (Number)

Q. 59. In the past year, how many officials do you know of who received unfavorableposting? ... (Number)

Q. 60. What percentage of unfavorable postings were rescinded on appeal?(% of the above or number)

Q. 61. How easy is it for superiors to give unfavorable postings to component officials?extremely easy easy neither easy nor difficult difficult very difficult

Q. 63. Now I will give you a list of possible reasons that officials receive unfavorable postings orinvoluntary OSD status. Could you please tell me, for each possible reason, whether you think itapplies to 1) very few or none of the cases 2) some of the cases 3) to about half the cases 4) tomost of the cases 5) or to almost all or all of the cases?

non-performance of duties embezzlement or bribery holding second jobpersonality conflict with superior unwillingness to cooperate with the superior in illegal

activities to make position available for a candidate preferred by political functionaries or otherhigh officials other (specify)

Q. 66. How would you characterize the process by which officials are against their will,transferred or placed on an OSD status?

always arbitrary and never fair sometimes arbitrary and sometimes fair occasionallyarbitrary and usually fair always fair

Staff are assigned tasks for which they were NOT recruited

Q. 42 Do you have a written job description for your current position?Yes No

Q. 43 How well does the written job description reflect your current functions and duties? On a 1to 3 scale, how accurate would you say this job description is?

not accurate more or less accurate entirely accurate

Staff are assigned tasks for which they were NOT recruited

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Q. 44. To what extent do you have the authority to carry out your responsibilities, either asdefined in your job description or as you are told to implement?

practically none of the authority you needmuch less authority than you needsome of the authority you needmost of the authority you neednearly all of the authority you need

Q. 45. Consider those officials whom you write ACRs. If one of these officials were to leave,how much influence would you have in the replacement?

practically none-the decision about the replacement is entirely in the hands of otherssome-you have some influence on which candidates are considered for the jobcomplete- the selection of the replacement is entirely your responsibility

Q. 46. Which of the following best describes the responsibilities of your position?you supply technical, legal, or other professional guidance to superiors who make final

decisions and dispositions regarding the business of your organizationyou make final decisions in consultation with your superioryou make final decisions that are only occasionally reviewed by superiors before

implementation

Q. 47 Consider the decisions that you are asked to make by your sub-ordinates (the files, forexample, that are forwarded to you). The following are possible reasons why they might passthese decisions along. Could you please tell me, for each possible reason, whether you think itapplies to very few or none of the cases (1) some of the cases (2) to about half of the cases (3) tomost of the cases (4) to almost all or all of the cases

because the rules of the business or other formal procedures of your organization require thatyou or your superior make the decision

because the decision required your professional reviewbecause they felt that the decision was too risky to their careersbecause they did not want to be seen interfering with your authority.

Class I officials are a well-organized interest group

Q. 51. In the last three months, how many instances do you recall in which staff members in yourorganization have been disciplined?

Class III and IV employees (number) Officials and officers (number)

Q. 53. What were the reasons for the disciplinary actions that you recall from the past threemonths that affected officials or officers from your organization? (put number)

non-performance of duties, including chronic tardiness, absence, incompetenceinsubordinationembezzlement or briberyholding second jobpersonality conflict with superiorunwillingness to cooperate with the superior in illegal activitiesother (specify)

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Q. 63. Now I will give you a list of possible reasons why officials might receive unfavorablepostings or involuntary OSD status. Could you please tell me, for each possible reason, whetheryou think it applies to 1) very few or none of the cases 2) some of the cases 3) to about half thecases 4) to most of the cases 5) or to almost all or all of the cases?

non-performance of dutiesembezzlement or briberyholding second jobpersonality conflict with superiorunwillingness to cooperate with the superior in illegal activitiesto make position available for a candidate preferred by political functionaries or other high

officialsother (specify)

Although pay levels are perceived to be low, public officials do not want to move to the privatesector

Q. 52. What were the reasons for the disciplinary actions that you recall from the past threemonths that affected class III or IV employees from your organization? (put number)

non-performance of duties, including chronic tardiness, absence, incompetenceinsubordinationembezzlement or briberyholding second jobpersonality conflict with superiorunwillingness to cooperate with the superior in illegal activitiesother (specify)

Q. 69. Many people complain that conditions of work in the private sector are better than in thepublic sector. Are you actively looking for a job in the private sector?

Yes No

Q. 70. Assume that you were offered a job in the private sector tomorrow in your area ofprofessional expertise. What is the minimum amount, as a factor of counted salary and benefits,the total compensation package would have to be per month for you to consider takingit? .Tk.

Q. 75. Government compensation is widely recognized as too low for civil servants to maintain afamily in a middle-class standard of living. What percent of colleagues in your organization ofservice obtain supplemental income from the following sources?

wife's income income from inherited property savings from training and travel per diems,and other approved special payments second jobs bribes and other illicit payments

Q. 76. Considering those colleagues in your service or organization whom you believe mightsolicit bribes, or receive the proceeds from illicit gratuities throughout their organization, howhigh do you think the bribes are relative to their total official compensation(50% if bribes equal half of their total official compensation; 200% if bribes are 2 times their totalofficial compensation) ............. %

Q. 97. What fraction of all contract payments are examined by an outside auditing body?

Budget management is weak

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Q. 84. By what percent of the originally budgeted amount did actual funds received exceed or fallshort of the original budget for your organization in fiscal year 1998-9?.....%(less/more than originally budgeted)

Q. 85. This question asks how spending cuts are made when actual budget -falls short of originalbudgets. I will identify different individuals and groups and ask you how influential each of themwas in determining how your organization adjusted to mid-year budget cut. Please rate theirinfluence on a scale of I to 5, from little or no influence (1); to moderate influence (3); tosignificant influence (4); to decisive influence (5).

the top civil servants and political functionaries in your organizationother members of the cabinet and the prime ministermembers of parliamenttrade unions, including staff associationorganized interest outside of governmentother

Q. 87. By what fraction did you expect the actual budgetary allocation in FY 2000 to differ fromthe originally budgeted amount? . % (more/less than originally budgeted in your organization)

Q. 88. How much would it surprise you if the actual budgetary allocation diverged from budgetedfunds by twice as much as your answer in the last question (2 times the percentage that youestimated in the last question)?

you would not be surprised at allyou would be a little surprised you would be moderately surprisedyou would be very surprisedyou would be extremely surprised, even shocked

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Appendix 3: Construction of indicators

Relevant and related questions were grouped under the same category as shown in Table9. Since the responses were all on a verbal scale, they were converted to a consistentnumerical scale. For uniformity, qualitative responses from all questions were convertedinto numbers on the scale of 0 to 10. For example, yes/no questions were converted into"0" and "10". For questions with four qualitative responses such as strongly agree (1),agree (2), disagree (3), strongly disagree (4), the following formula was used for theconversion:

Scaled response = 40/3 - 10/3 (Un-scaled response).45

After the conversion, to calculate rule credibility, policy credibility, resource adequacyand predictability, and eventually the institutional environment indicators, the followingsteps were taken.

First, the simple arithmetic average of all responses regarding the same specific aspect ofthe institutional environment were calculated. Second, by taking the simple average ofthe aspects of the institutional environment under the same component (rule credibility,policy credibility, and resource adequacy and predictability), these three components ofthe institutional environment were constructed. Finally, the institutional environmentindicator was derived as a simple arithmetic average of the three components of theinstitutional environment.

For example, to calculate the policy credibility indicator in Bangladesh, the questionsmentioned in Table 9 and listed in Appendix 5 were utilized. After converting responsesinto numbers on a 0-10 scale, measures of policy stability and policy consistency werederived. Then, a simple average of these three specific aspects of institutionalenvironment was calculated. This was the policy credibility measure for the whole publicsector in Bangladesh.

45 For consistency, the affirmative responses (e.g., "useful," "helpful," "working" [as opposed to"not working"]) were converted to "10." Negative responses (e.g., "not useful," "not helpful," "notworking,") were converted to "O". For example, in the question "Are job openings advertised?""yes" was converted to "10," and "no" was converted to "O." Similarly, in the question "Howconsistent are the various policies your organization?' "very consistent" was converted to "10";,'more consistent than consistent" to "6.7"; "more inconsistent than consistent" to "3.3"; and "veryinconsistent" to "O".

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Table A4. Indicator of overall rule credibility and components

Merit-based Accurate job Discretion inrecruitment Effective training description decision making

Agriculture Extension Office 9.5 8.0 3.6 4.2

Water Development Board 8.1 7.3 6.0 6.6

DNFE 9.0 6.2 6.8 6.2

Department of Fisheries 7.5 7.9 7.5 4.1

Hospitals 7.6 6.7 2.3 3.0

Local Government EngineeringDepartment 7.4 7.7 5.6 6.6

Ministry of Fisheries 7.7 6.3 4.7 4.1

Ministry of Industries 7.3 7.3 5.0 4.4

Ministry of Local Government 7.4 6.3 5.4 6.2

Ministry of Water Resources 9.0 7.9 5.7 7.1

National Board of Revenue 6.6 8.1 6.0 6.0

Power Development Board 8.0 7.3 4.5 5.5

Total 8.1 7.5 4.9 5.5

Indicator of overall rule credibility and components (continued)

Fair treatment: Thorough Micro-OSD placement audit Politicization management Rule credibility

Agriculture Extension Office 3.3 7.3 10.0 9.9 7.0

Water Development Board 4.6 7.3 9.8 9.8 7.4

DNFE 4.5 7.3 9.9 9.8 7.5

Department of Fisheries 3.9 2.5 9.6 9.6 6.6

Hospitals 5.2 10.0 9.6 9.6 6.8

Local Govemment EngineeringDepartment 2.5 6.1 9.6 9.6 6.9

Ministry of Fisheries 3.7 3.8 9.6 9.5 6.2

Ministry of Industries 4.9 6.0 9.6 9.6 6.8

Ministry of Local Government 4.7 8.1 9.5 9.5 7.1

Ministry of Water Resources 4.0 4.2 9.9 9.9 7.2

National Board of Revenue 4.6 5.4 9.5 9.4 6.9

Power Development Board 4.6 7.1 9.8 9.8 7.1

Total 4.0 6.3 9.7 9.7 7.0

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Table A5. Indicators of overall policy credibility and componentsPolicy Policy Policy Policy

stability consistency support credibility

Agriculture Extension Office 8.0 8.0 7.5 7.8

Water Development Board 5.6 2.2 8.4 5.4

DNFE 8.0 6.0 8.3 7.4

Department of Fisheries 6.7 3.3 7.5 5.8

Hospitals 8.3 5.0 8.2 7.2Local Government EngineeringDepartment 5.7 5.4 8.0 6.4

Ministry of Fisheries 6.0 1.0 8.3 5.1

Ministry of Industries 6.0 4.0 8.3 6.1

Ministry of Local Government 5.0 2.5 8.4 5.3

Ministry of Water Resources 5.0 4.0 8.9 6.0

National Board of Revenue 4.7 4.7 7.9 5.8

Power Development Board 5.0 3.0 8.3 5.4

Total 6.5 4.7 8.1 6.4

Table A6. Indicators of overall institutional environment and components

Rule Policy Resource Institutionalcredibility credibility predictability environment

Agriculture Extension Office 7.0 7.8 3.3 6.0

Water Development Board 7.4 5.4 3.8 5.5

DNFE 7.5 7.4 6.8 7.2

Department of Fisheries 6.6 5.8 2.5 5.0

Hospitals 6.8 7.2 5.0 6.3Local Government EngineeringDepartment 6.9 6.4 4.3 5.9

Ministry of Fisheries 6.2 5.1 3.0 4.8

Ministry of Industries 6.8 6.1 5.5 6.1

Ministry of Local Government 7.1 5.3 2.5 5.0

Ministry of Water Resources 7.2 6.0 4.0 5.7

National Board of Revenue 6.9 5.8 3.2 5.3

Power Development Board 7.1 5.4 4.0 5.5

Total 7.0 6.4 4.5 6.0

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Table A7. Institutional environment in Bangladesh using standardized indicators

Rule credibility Policy credibility Resource adequacy(RC) (PC) & predictability

Ministry of Fisheries -1.40 -1.18 -0.78Ministry of Industries 0.20 -0.03 1.20Ministry of Local Government -0.32 -0.93 -1.17Ministry of Water Resources -0.11 -0.20 0.02DNFE 1.64 1.43 2.19Department of Fisheries -0.83 -0.34 -1.17Local Government Engineering

Department 0.00 0.24 0.24National Board of Revenue 0.07 -0.40 -0.59Power Development Board 0.69 -0.80 0.02Water Development Board 1.81 -0.85 -0.18Agriculture Extension Office -0.52 1.89 -0.58Hospitals -1.21 1.17 0.81

Average 0.00 0.00 0.00Standard deviation 1.00 1.00 1.00

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Appendix 4: Associations

To test associations between each relevant individual element of institutional environment andperformance, public officials in the sample were first grouped into two categories based on theirperceptions of specific aspects of the institutional environment. For example, those whoperceived the recruitment process to be merit-based would be placed in group "A," and those whoperceived the recruitment process not to be merit-based would be placed in group "B." Then theaverage perceptions were calculated regarding accountability in each of the two groups. Finally,to test the statistical sinificance of each assertion, odds-ratios were derived and confidenceintervals constructed.

In addition to three associations in section 3, the following are also statistically significant.

60%1 . 50%1

40%-

20%-~ ~ ~ ~ ~ ~ ~ ~~010%-

0%'S% qK. X 2tYES NO

YES NOintervetion by politicians

adequate resources

Odds ratio: 1.20 Odds ratio: 2.42[Confidence interval (1.6, 0.9) at a = 0.05.J [Confidence interval (8.9, 0.7) at a = 0.05.1

46 As a rule of thumb, if "1" is not in the calculated confidence interval, then the odds are not even

among two groups, or the odds ratio is different than 1. For details, see Agresti, 1996.

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50% - 50%

o.U 40% 1 40c

UC s 30%~ -- 3

20% J20'%

10%~~~~~~~~~~~0

0%~~~~~~~~~~'YES NO 0%_

intervention by internal YES NO

political functionaries intervetion by internal senior

officials

Odds ratio: 1.99 Odds ratio: 2.10

[Confidence interval (3.6, 1.1) at a = 0.05.1 [Cot fidenice interval (6.3, 0.7i at a 0.05.1

50% 60Q _

, 40% 50%

30% _ s ' 20%1 0% I_MC__

~ 0%__

10% YES N

YES NO YES NO

intervetion by outside officials policy stability

Odds ratio: 2.60 Od ai:15

[Confidence interval (75 0 9) at 0 ~ [Confidence interval (2.2, .0) at a = 0.05.)

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Appendix 5: Marginal Effects

Questions used and the way they are tabulatedTo conduct the analyses in section 4, the responses on relevant questions are converted intobinary responses. For example, the respondent (a) either believes that corruption prevents hisorganization from accomplishing its mission or not; (b) either transfers or placement on OSDstatus are fair (and not arbitrary) or not; and (c) either rewards and recognitions are justified byexcellent performance or not. The details are in the following table.

Question Explanation Possible Responses YES=1 No=ONoQIS Training received in the past 1: yes 1 2

three years 2: no

Q17 Recruitment of category 3 1 :a few 4, 5 1,2,3& 4 staff: merit based? 2: some

3: about half4: most5: almost all

Q18 Jobs for Class 3 and 4 1: a few 4, 5 1,2,3positions: influence of 2: somesenior officials 3: about half

4: most5: almost all

Q19 Jobs for Class 3 and 4 1:a few 4, 5 1,2,3positions: influence of 2: somepolitical functionaries from 3: about halfthe respondent's 4: mostorganization 5: almost all

Q20 Jobs for Class 3 and 4 1: a few 4, 5 1,2,3positions: influence of 2: somepolitical functionaries from 3: about halfoutside the respondent's 4: mostorganization 5: almost all

Q24 Recruitment of Class I 1 :a few 4,5 1,2,3officials: merit-based? 2: some

3: about half4: most5: almost all

Q25 Jobs for Class I officials: I :a few 4, 5 1,2,3influence senior officials 2: some

3: about half4: most5: almost all

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Q26 Jobs for Class I officials: l:a few 4,5 1,2,3influence of political 2: somefunctionaries from the 3: about halfrespondent's organization 4: mostsenior officials 5: almost all

Q27 Jobs for Class 1 officials: I :a few 4, 5 1,2,3influence of political 2: somefunctionaries from outside 3: about halfthe respondent's 4: mostorganization 5: almost all

Q28 Selection of Class 1 1 :a few 4, 5 1,2,3officials: influence of high- 2: somelevel organizations from 3: about halfoutside the respondent's 4: mostorganization 5: almost all

Q31 First appointment or posting 1:a few 4, 5 1,2,3of Class 1 officials: role of 2: somesenior officials outside the 3: about halfrespondent's organization 4: most

5: almost all

Q32 First appointment or posting 1 a few 4, 5 1,2,3of Class I officials: role of 2: somepolitical functionaries from 3: about halfthe respondent's 4: mostorganization 5: almost all

Q33 First appointment or posting 1:a few 4, 5 1,2,3of Class 1 officials: role of 2: somepolitical functionaries from 3: about halfoutside the respondent's 4: mostorganization 5: almost all

Q34 First appointment or posting 1:a few 4, 5 1,2,3of Class 1 officials: role of 2: someother high-level officials 3: about halffrom outside the 4: mostrespondent's organization 5: almost all

Q36 Promotion of mid-level 1 :a few 4, 5 1,2,3class 1 officials: merit- 2: somebased? 3: about half

4: most5: almost all

Q37 Role of senior officials from I:a few 4, 5 1,2,3the respondent's 2: some

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organization in promotion 3: about half4: most5: almost all

Q38 Role of political l:a few 4, 5 1,2,3functionaries from the 2: somerespondent's organization in 3: about halfpromotion 4: most

5: almost all

Q39 Role of political I :a few 4, 5 1,2,3functionaries from outside 2: somethe respondent's 3: about halforganization in promotion 4: most

5: almost all

Q40 Role of other high-level I :a few 4, 5 1,2,3officials from outside the 2: somerespondent's organization in 3: about halfpromotion 4: most

5: almost all

Q43 The accuracy of job 1: No accurate 3 1, 2description 2: More or less accurate

3: Entirely accurate

Q44 Do you have the authority 1: practically none of the 4, 5 1,2, 3to fulfill your authority you needresponsibilities? 2: much less authority than you

need3: some of the authority youneed4: most of the authority you need5: nearly all of the authority youneed

Q66 Fairness of OSD postings 1: always arbitrary and never 4, 5 1, 2, 3fair2: usually arbitrary andoccasionally fair3: sometimes arbitrary andsometimes fair4: occasionally arbitrary andusually fair5: always fair

Q77 Corruption prevents the 1: heavily 1,2 3,4,5organization from achieving 2: a great dealits mission? 3: somewhat

4: a little

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5: not at all

Q78.1 Possible barriers to 1: insufficient budgetary 1 = yes I=noAchieving organizational allocationobjectives 2: unpredictable budgetary

allocation3: contradictory policies anddirectives4: frequent and significantchanges of policies anddirectives5: insufficient skilled manpower6: inadequate conmmitment onthe part of the people that matter

Q78.2 Possible barriers to 1: insufficient budgetary 2 = yes 2=noachieving organizational allocationobjectives 2: unpredictable budgetary

allocation3: contradictory policies anddirectives4: frequent and significantchanges of policies anddirectives5: insufficient skilled manpower6: inadequate conmmitment onthe part of the people that matter

Q78.3 Possible barriers to 1: insufficient budgetary 3 = yes 3=noachieving organizational allocationobjectives 2: unpredictable budgetary

allocation3: contradictory policies anddirectives4: frequent and significantchanges of policies anddirectives5: insufficient skilled manpower6: inadequate commitment onthe part of the people that matter

Q78.4 Possible barriers to 1: insufficient budgetary 4 yes 4=noachieving organizational allocationobjectives 2: unpredictable budgetary

allocation3: contradictory policies anddirectives4: frequent and significantchanges of policies anddirectives

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5: insufficient skilled manpower6: inadequate commitment onthe part of the people that matter

Q78.5 Possible barriers to 1: insufficient budgetary 5 = yes 5=noachieving organizational allocationobjectives 2: unpredictable budgetary

allocation3: contradictory policies anddirectives4: frequent and significantchanges of policies anddirectives5: insufficient skilledmanpower6: inadequate commitment onthe part of the people that matter

Q82 Policy support 1: you agree with all or nearly 1 2, 3, 4all policies2: you disagree with somepolicies3: you disagree with about halfof the policies4: you disagree with mostpolicies5: you disagree with nearly all ofthe policies

Q98 Characteristics of audits 1: always superficial 4, 5 1,2.32: usually superficial3: neither nor4: usually thorough5: always thorough

The logit models

The following logit model is used to calculate the partial derivative of probability with respect tothe vector of characteristics. Then, the maximum likelihood estimate of the following model isderived.

Probability (corruption=serious problem) = A(P'x), andProbability (corruption=not a serious problem) = 1 - A(P'x)

To capture the effects of different aspects of the institutional environment, a set of factors isgathered in a vector X, to explain the perception regarding corruption. The numbers inparentheses are the question numbers from the survey.

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Merit-based recruitment (Q 17, 24)Effective training (Q 15)Accurate job description (Q43)Fair OSD postings (Q66)

X= Effective auditing (Q98)No interference by politicians (Q 19, 20,26,27,32,33,38,39)No micro-management by seniorofficials (Q18, 21, 25, 28, 31, 34, 37,40)Appropriate authority to carry outresponsibilities (Q44)Merit-based promotion (Q36)Policy stability (Q78.4)Policy consistency (Q78.3)Policy support (Q82)Adequate resources (financial & skilledmanpower) (Q78.1, 78.5)Resource predictability (Q78.2)

The set of parameters l reflects the impact of changes in X on the probability.

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Table A8. The maximum likelihood estimates of the logit models

Variable Coefficient Standard Error z=b/s.e. P[IZl_zz Mean of X

Constant -0.6263308 0.50660 -1.236 0.21633 -Q5 -0.3343288E-01 0.18229E-01 -1.834 0.06665 5.878Q14 -0.6052692E-01 0.18729 -0.323 0.74657 0.5818

Q43 0.1127574 0.21801 0.517 0.60500 0.2673

Q44 0.3572567 0.20613 1.733 0.08307 0.3636Q66 -0.6791736E-01 0.25648 -0.265 0.79116 0.1582Q98 0.1911039 0.24470 0.781 0.43483 0.1891Q4 0.1447259E-05 0.31311E-04 0.046 0.96313 7294.Q82 0.3468444 0.25177 1.378 0.16832 0.1800Q17 0.4068341 0.22276 1.826 0.06780 0.6164Q18 0.2121870 0.35165 0.603 0.54624 0.1073Q19 -1.032462 0.45476 -2.270 0.02319 0.8000E-01Q20 0.2736095 0.46321 0.591 0.55473 0.6545E-01Q21 -0.8697419 0.79302 -1.097 0.27275 0.2909E-01Q781 -0.2449518 0.23679 -1.034 0.30092 0.4036Q782 0.1206397 0.29619 0.407 0.68378 0.2364Q783 -0.3227957 0.41259 -0.782 0.43400 0.1745Q784 -0.5802248 0.39079 -1.485 0.13761 0.1873Q785 -0.2300323E-01 0.29165 -0.079 0.93713 0.2836Q24 0.7369368 0.48404 1.522 0.12789 0.9145Q25 -0.5122655 0.80963 -0.633 0.52692 0.2364E-01Q26 -0.1291871 1.2591 -0.103 0.91828 0.1636E-01Q27 1.241951 0.90505 1.372 0.16999 0.2545E-01Q28 -0.9832464 1.6329 -0.602 0.54708 0.7273E-02Q30 0.9975627E-01 0.33999 0.293 0.76921 0.8418Q31 -0.2007230 0.67809 -0.296 0.76722 0.4000E-01Q32 1.302679 1.0090 1.291 0.19666 0.2364E-01Q33 -0.9615091 1.1718 -0.821 0.41192 0.2545E-01Q34 0.9329738E-01 1.3349 0.070 0.94428 0.1455E-01Q36 -0.2448756 0.32894 -0.744 0.45662 0.8545Q37 -0.4524153 0.99111 -0.456 0.64805 0.2364E-01Q38 -1.188032 1.3147 -0.904 0.36619 0.1818E-01Q39 -1.257201 0.90757 -1.385 0.16598 0.2182E-01Q40 2.562089 1.3182 1.944 0.05193 0.1455E-01

55

Page 68: World Bank Document€¦ · Perera, Transferring Irrigation Management to Farmers in Andhra Pradesh, India No. 450 Andres Rigo Sureda and Waleed Haider Malik, eds., Juidicial Challenges

Table A9. Partial derivatives of the probabilities with respect to the vector ofcharacteristics

Variable Coefficient Standard Error z=b/s.e. PJIzl_Z] Mean of X

Constant -0.1560026 0.12602 -1.238 0.21574Q5 -0.8327253E-02 0.45400E-02 -1.834 0.06663 5.878Q14 -0.1507567E-01 0.46649E-01 -0.323 0.74657 0.5818Q43 0.2808491E-01 0.54301E-01 0.517 0.60501 0.2673Q44 0.8898326E-01 0.51342E-01 1.733 0.08307 0.3636Q66 -0.1691643E-01 0.63881E-01 -0.265 0.79116 0.1582Q98 0.4759896E-01 0.60951E-01 0.781 0.43484 0.1891Q4 0.3604742E-06 0.77988E-05 0.046 0.96313 7294.Q82 0.8638985E-01 0.62711E-01 1.378 0.16833 0.1800Q17 0.1013317 0.55480E-01 1.826 0.06778 0.6164Q18 0.5285021E-01 0.87586E-01 0.603 0.54623 0.1073Q19 -0.2571591 0.11318 -2.272 0.02308 0.8000E-01Q20 0.6814895E-01 0.11537 0.591 0.55471 0.6545E-01Q21 -0.2166299 0.19745 -1.097 0.27258 0.2909E-01Q781 -0.6101108E-01 0.58980E-01 -1.034 0.30093 0.4036Q782 0.3004818E-01 0.73772E-01 0.407 0.68378 0.2364Q783 -0.8039995E-01 0.10275 -0.782 0.43395 0.1745Q784 -0.1445188 0.97334E-01 -1.485 0.13760 0.1873Q785 -0.5729501E-02 0.72641E-01 -0.079 0.93713 0.2836Q24 0.1835516 0.12052 1.523 0.12775 0.9145Q25 -0.1275919 0.20164 -0.633 0.52688 0.2364E-01Q26 -0.3217713E-01 0.31360 -0.103 0.91828 0.1636E-01Q27 0.3093374 0.22535 1.373 0.16985 0.2545E-01Q28 -0.2449009 0.40668 -0.602 0.54704 0.7273E-02Q30 0.2484667E-01 0.84685E-01 0.293 0.76921 0.8418Q31 -0.4999483E-01 0.16889 -0.296 0.76721 0.4000E-01Q32 0.3244633 0.25128 1.291 0.19663 0.2364E-01Q33 -0.2394867 0.29183 -0.821 0.41185 0.2545E-01Q34 0.2323793E-01 0.33248 0.070 0.94428 0.1455E-01Q36 -0.6099208E-01 0.81928E-01 -0.744 0.45660 0.8545Q37 -0.1126848 0.24685 -0.456 0.64803 0.2364E-01Q38 -0.2959077 0.32737 -0.904 0.36605 0.1818E-01Q39 -0.3131359 0.22599 -1.386 0.16587 0.2182E-01Q40 0.6381491 0.32813 1.945 0.05180 0.1455E-01

The partial derivatives are computed at the means of the Xs.Observations used for means are from all of the observations.

Partial Frequencies of actual & predicted outcomes(Predicted outcome has maximum probability.)

PredictedActual 0 1 Total0 170 117 2871 92 171 253Total 252 288 550

56

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No. 499 Rogrigo A. Chaves, Susana Sanchez, Saul Schor, and Emil Tesliuc, Financial Markets, Credit Constraints,and Investment in Rural Romania

No. 501 Aldo Baietti, Private Infrastructure in East Asia: Lessons Learned in the Aftermath of the Crisis

Page 72: World Bank Document€¦ · Perera, Transferring Irrigation Management to Farmers in Andhra Pradesh, India No. 450 Andres Rigo Sureda and Waleed Haider Malik, eds., Juidicial Challenges

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