Longitudinal Data Recent Experience and Future Direction August 2012.
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Transcript of Longitudinal Data Recent Experience and Future Direction August 2012.
![Page 1: Longitudinal Data Recent Experience and Future Direction August 2012.](https://reader036.fdocuments.us/reader036/viewer/2022070412/56649ecb5503460f94bd9797/html5/thumbnails/1.jpg)
Longitudinal DataRecent Experience and Future Direction
August 2012
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Content
Survey of Family, Income and Employment
Linked Employer–Employee Data (LEED)
Future direction:
• Integrated Data Infrastructure• Linked Census Data• Administrative and Survey Data linking
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Survey of Family Income and Employment
Longitudinal Study that ran for 8 waves from
2002-2010
Wave 1 Sample:11,500 households
29,700 individuals (22,200 adults and 7,500 children )
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Survey of Family Income and Employment
Topics covered in all waves:• Demographics • Education • Family • Labour market • Income
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Survey of Family Income and Employment
Additional topics:• In waves 2,4,6 and 8: Assets and Liabilities• In waves 3,5 and 7: Health
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Survey of Family Income and Employment
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Strengths
Investigating causal processes
Identifying important transitions
Assessing the effects of policies
Wide coverage of topics
Flexibility of content
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Limitations
Intermediate length
Incomplete coverage of subpopulations
Limited scope for analysis of subpopulations
Recall error
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Successes
High retention rate
Large sample
Rich dataset
Broad group of users
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Challenges
Respondent Burden
Less representative over time
Attrition across subgroups
High Cost to Statistics NZ
Complex data
Confidentiality and Data Access
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Longitudinal Data after SoFIE
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LEED
Combines:
• Employer Monthly Schedule (EMS) payroll data from Inland
Revenue
• Statistics NZ Business Frame
• Ministry of Social Development's Benefit Dynamics Dataset
(BDD)
• Annual tax returns (self-employment data)
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Strengths
High coverage of specific groups
Longitudinal
Indefinite observation period
Enables the study of rare phenomena
Enables the study of small subpopulations
More detailed than survey data
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Limitations
Not representative of the entire population
Administrative data is collected for administrative
purposes
No unique Identifier for exact matching
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Integrated Data Infrastructure (IDI)
Prototype
Includes data from:• LEED• Ministry of Education• Ministry of Social Development• Ministry of Business, Innovation and Employment• Household Labour Force Survey (HLFS)
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Additional Benefits
Greater number of variables
Greater coverage
Greater number of topics
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Linked Census Data
Feasibility studies into linking together data from past
censuses
Enables the study of long term phenomena and
intergenerational mobility
Can be used to study social and geographic mobility
Potential for wide use
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Administrative and Survey Data Linking
Administrative data adds a longitudinal dimension to
survey data
Survey data adds a broad range of variables to
administrative data
Reduced respondent burden
Better use of existing data
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Examples
SoFIE – IRD data
SoFIE – Health data
Census – Cancer Register
Census – Mortality Records
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Future Direction
Maximising the use of Administrative data
Maximising the use of SoFIE data
Maximising the benefits from linking
administrative and survey data
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