RAMP: Repository Analytics and Metrics Portal fileAgenda 1. A New Reporting Model 2. Accuracy of...

28
Kenning Arlitsch, Dean @kenning_msu Patrick OBrien, Semantic Web Research Director @sempob RAMP: Repository Analytics and Metrics Portal Accurately measuring use of institutional repositories ARL Assessment Forum Atlanta, GA, January 20, 2017

Transcript of RAMP: Repository Analytics and Metrics Portal fileAgenda 1. A New Reporting Model 2. Accuracy of...

Page 1: RAMP: Repository Analytics and Metrics Portal fileAgenda 1. A New Reporting Model 2. Accuracy of Analytics Reporting Tools Page Tagging Log file 3. RAMP New Prototype Web Service for

Kenning Arlitsch, Dean @kenning_msu

Patrick OBrien, Semantic Web Research Director @sempob

RAMP:

Repository Analytics and Metrics Portal

Accurately measuring use of institutional repositories

ARL Assessment Forum

Atlanta, GA, January 20, 2017

Page 2: RAMP: Repository Analytics and Metrics Portal fileAgenda 1. A New Reporting Model 2. Accuracy of Analytics Reporting Tools Page Tagging Log file 3. RAMP New Prototype Web Service for

Agenda

1. A New Reporting Model

2. Accuracy of Analytics Reporting Tools

Page Tagging

Log file

3. RAMP

New Prototype Web Service for IR reporting

Page 3: RAMP: Repository Analytics and Metrics Portal fileAgenda 1. A New Reporting Model 2. Accuracy of Analytics Reporting Tools Page Tagging Log file 3. RAMP New Prototype Web Service for

A New Reporting Model

Page Type Definition Examples

Citable Content

Downloads

Non-HTML scholarly content

that may be formally cited in

the research process

● Publication (.pdf)

● Presentation (.ppt)

● Data Sets (.csv)

Item Summary HTML pages to help user

decide to download the full

publication

● Title & Abstract

● Item Metadata

Ancillary HTML pages that provide

general information or

navigation

● Search Results

● Browse by Author

● Statistics

Page 4: RAMP: Repository Analytics and Metrics Portal fileAgenda 1. A New Reporting Model 2. Accuracy of Analytics Reporting Tools Page Tagging Log file 3. RAMP New Prototype Web Service for
Page 5: RAMP: Repository Analytics and Metrics Portal fileAgenda 1. A New Reporting Model 2. Accuracy of Analytics Reporting Tools Page Tagging Log file 3. RAMP New Prototype Web Service for
Page 6: RAMP: Repository Analytics and Metrics Portal fileAgenda 1. A New Reporting Model 2. Accuracy of Analytics Reporting Tools Page Tagging Log file 3. RAMP New Prototype Web Service for
Page 7: RAMP: Repository Analytics and Metrics Portal fileAgenda 1. A New Reporting Model 2. Accuracy of Analytics Reporting Tools Page Tagging Log file 3. RAMP New Prototype Web Service for
Page 8: RAMP: Repository Analytics and Metrics Portal fileAgenda 1. A New Reporting Model 2. Accuracy of Analytics Reporting Tools Page Tagging Log file 3. RAMP New Prototype Web Service for

Accuracy of Analytics Reporting Tools

Page 9: RAMP: Repository Analytics and Metrics Portal fileAgenda 1. A New Reporting Model 2. Accuracy of Analytics Reporting Tools Page Tagging Log file 3. RAMP New Prototype Web Service for

Two Classes of Web Analytics

HTML

Analytics Service (SaaS) 1

Log Files 2 Page Tagging

{JavaScript}

Page 10: RAMP: Repository Analytics and Metrics Portal fileAgenda 1. A New Reporting Model 2. Accuracy of Analytics Reporting Tools Page Tagging Log file 3. RAMP New Prototype Web Service for

Page Tagging

Page Tagging does not track non-HTML CCD

HTML

Non-HTML

Page 11: RAMP: Repository Analytics and Metrics Portal fileAgenda 1. A New Reporting Model 2. Accuracy of Analytics Reporting Tools Page Tagging Log file 3. RAMP New Prototype Web Service for

Show Google Scholar direct link

graphic

Page 12: RAMP: Repository Analytics and Metrics Portal fileAgenda 1. A New Reporting Model 2. Accuracy of Analytics Reporting Tools Page Tagging Log file 3. RAMP New Prototype Web Service for

Google Analytics use in academic libraries

Tested 279 academic library websites

ARL

DLF

OCLC-RLP

90% US libraries contained Google tracking code

Page 13: RAMP: Repository Analytics and Metrics Portal fileAgenda 1. A New Reporting Model 2. Accuracy of Analytics Reporting Tools Page Tagging Log file 3. RAMP New Prototype Web Service for

51%

54%

52%

63%

35%

27%

20%

20%

14%

19%

28%

17%

0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100%

~51%to63%ofCitableIRActivityisUnreportedbyGoogleAnalytics01/05/16- 05/17/16(days=134)

CitableContentDownloads ItemSumaryPV AncillaryPV

Most IR activity is Citable Content Downloads

Page 14: RAMP: Repository Analytics and Metrics Portal fileAgenda 1. A New Reporting Model 2. Accuracy of Analytics Reporting Tools Page Tagging Log file 3. RAMP New Prototype Web Service for

54.3%

46.2%

47.9%

42.5%

45.7%

53.8%

52.1%

57.5%

0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100%

MostIRActivityisUnreportedbyGoogleAnalytics01/05/16- 05/17/16(days=134)

Reported Invisible

Most IR Activity Unreported by Google Analytics

Page 15: RAMP: Repository Analytics and Metrics Portal fileAgenda 1. A New Reporting Model 2. Accuracy of Analytics Reporting Tools Page Tagging Log file 3. RAMP New Prototype Web Service for

Web Analytics Accuracy Risks

Risks Analytics Method

Area Types Page Tagging Log Files

OverCount

Visits Low High

Downloads Low High

Page Views Low Low

UnderCount

Visits Medium Medium

Downloads High Low

Page Views Low Low

Page 16: RAMP: Repository Analytics and Metrics Portal fileAgenda 1. A New Reporting Model 2. Accuracy of Analytics Reporting Tools Page Tagging Log file 3. RAMP New Prototype Web Service for

Data set: Jan 5 - May 17, 2016 (n = 134 days)

Study Participant IR Platform URL

Montana State University ScholarWorks DSpace scholarworks.montana.edu

McMaster University MacSphere DSpace macsphere.mcmaster.ca

University of New Mexico LoboVault DSpace repository.unm.edu

University of Utah USpace CONTENTdm uspace.utah.edu

Page 17: RAMP: Repository Analytics and Metrics Portal fileAgenda 1. A New Reporting Model 2. Accuracy of Analytics Reporting Tools Page Tagging Log file 3. RAMP New Prototype Web Service for

Page Tagging does not track non-HTML

Citable Content Downloads

Non-HTML

Search Analytics

Does!

Page 18: RAMP: Repository Analytics and Metrics Portal fileAgenda 1. A New Reporting Model 2. Accuracy of Analytics Reporting Tools Page Tagging Log file 3. RAMP New Prototype Web Service for

Typical Page Tagging (GA) Data Types

Page Type Analytics

Pages Events

Citable Content

Downloads - ✅

Item Summary ✅ -

Ancillary ✅ -

Page 19: RAMP: Repository Analytics and Metrics Portal fileAgenda 1. A New Reporting Model 2. Accuracy of Analytics Reporting Tools Page Tagging Log file 3. RAMP New Prototype Web Service for

Montana Method Includes Google Search Console

Page Type Analytics

Search

Console

Pages Events Search Analytics

Citable Content

Downloads - ✅ ✅

Item Summary ✅ - -

Ancillary ✅ - -

Page 20: RAMP: Repository Analytics and Metrics Portal fileAgenda 1. A New Reporting Model 2. Accuracy of Analytics Reporting Tools Page Tagging Log file 3. RAMP New Prototype Web Service for

GA Ancillary Page Views

and Item Summary Page Views vs CCD

Page 21: RAMP: Repository Analytics and Metrics Portal fileAgenda 1. A New Reporting Model 2. Accuracy of Analytics Reporting Tools Page Tagging Log file 3. RAMP New Prototype Web Service for

All four IR using Google Analytics

Page Type Analytics

Search

Console

Pages Events Search Analytics

Citable Content

Downloads - 26,355 562,933

Item Summary 284,303 - -

Ancillary 201,793 - -

CCD Tracking Improvement

2,000%

Page 22: RAMP: Repository Analytics and Metrics Portal fileAgenda 1. A New Reporting Model 2. Accuracy of Analytics Reporting Tools Page Tagging Log file 3. RAMP New Prototype Web Service for

Montana Method Challenges

❖Missing non-Google direct link CCD events ● Yahoo

● Bing

● Email

● FB

❖ GSC limits time and access ● Moving 90-day window

● Granular data = programing skills to access API

Page 23: RAMP: Repository Analytics and Metrics Portal fileAgenda 1. A New Reporting Model 2. Accuracy of Analytics Reporting Tools Page Tagging Log file 3. RAMP New Prototype Web Service for

RAMP: Repository Analytics & Metrics Portal

Page 24: RAMP: Repository Analytics and Metrics Portal fileAgenda 1. A New Reporting Model 2. Accuracy of Analytics Reporting Tools Page Tagging Log file 3. RAMP New Prototype Web Service for

RAMP - Repository Analytics and Metrics Portal

Cloud Web service

Currently accessible and free

During grant period (through November 2017)

No training or configuration required

Consistent method and terminology

Benchmarking across time and organization

Request access - [email protected]

Page 25: RAMP: Repository Analytics and Metrics Portal fileAgenda 1. A New Reporting Model 2. Accuracy of Analytics Reporting Tools Page Tagging Log file 3. RAMP New Prototype Web Service for
Page 26: RAMP: Repository Analytics and Metrics Portal fileAgenda 1. A New Reporting Model 2. Accuracy of Analytics Reporting Tools Page Tagging Log file 3. RAMP New Prototype Web Service for
Page 27: RAMP: Repository Analytics and Metrics Portal fileAgenda 1. A New Reporting Model 2. Accuracy of Analytics Reporting Tools Page Tagging Log file 3. RAMP New Prototype Web Service for

Publications

Published:

Patrick OBrien, Kenning Arlitsch, Leila Sterman, Jeff Mixter, Jonathan Wheeler,

and Susan Borda. “Undercounting File Downloads from Institutional Repositories,”

Journal of Library Administration, vol. 56, no. 7, 2016

Forthcoming:

Patrick OBrien, Kenning Arlitsch, Leila Sterman, Jeff Mixter, Jonathan Wheeler,

and Susan Borda. “RAMP: Repository Analytics and Metrics Portal: A Prototype

Web Service that Accurately Counts Item Downloads from Institutional

Repositories,” Accepted by Library Hi Tech, expected early 2017

Proposal funded by IMLS:

”Measuring Up: Assessing Accuracy of Reported Use and Impact of Digital

Repositories” - scholarworks.montana.edu/xmlui/handle/1/8924

Page 28: RAMP: Repository Analytics and Metrics Portal fileAgenda 1. A New Reporting Model 2. Accuracy of Analytics Reporting Tools Page Tagging Log file 3. RAMP New Prototype Web Service for

Undercounting Research Team

❖Montana State University

●Kenning Arlitsch, Dean @kenning_msu

●Patrick OBrien, Semantic Web Research Director @sempob

●Leila Sterman, Scholarly Communication Librarian @calamityleila

●Susan Borda, Digital Technologies Librarian @mutanthumb

❖OCLC Research

●Jeff Mixter, Software Engineer @jeffmixter

❖University of New Mexico

●Jonathan Wheeler, Data Curation Librarian