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Toward a general theory of diary panels
1Marketing Program, Seattle University, 13684 18th Avenue SW, Seattle, WA 98122, USA. rextoh@seattleu.edu
Psychological Reports
|March 17, 2010
Summary
This study integrates diary panel research, addressing respondent noncooperation, bias, and observation effects. It proposes a conceptual framework to improve longitudinal data accuracy and reduce errors in record-keeping studies.
Area of Science:
- Social Sciences
- Data Science
- Survey Methodology
Background:
- Diary panels are crucial for longitudinal data collection.
- Existing research highlights challenges like nonresponse, bias, and methodological artifacts.
- Integration of findings from seven AT&T database studies is needed.
Purpose of the Study:
- To present an integrated conceptual framework for diary panel research.
- To address major issues including respondent noncooperation, bias, and mathematical artifacts.
- To provide a foundation for future research on longitudinal studies.
Main Methods:
- Integration of findings from seven previously published articles.
- Development of a conceptual framework based on the AT&T database.
- Identification of independent, mediating, and dependent variables.
Main Results:
- A comprehensive framework is proposed for diary panels.
- Identified key variables influencing data quality and accuracy.
- Highlighted issues: respondent noncooperation, bias, regression toward the mean, and conditioning effects.
Conclusions:
- The proposed framework offers a general theory for diary panels.
- Acknowledges the framework's incompleteness but emphasizes its utility.
- Aims to guide future research in longitudinal record-keeping studies.
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