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A survey on survey statistics: What is done and can be done in Stata

Author

Listed:
  • Frauke Kreuter

    (Joint Program in Survey Methodology, University of Maryland)

  • Richard Valliant

    (Joint Program in Survey Methodology, University of Michigan, Ann Arbor)

Abstract

This article will survey issues in analyzing complex survey data and describe some of the capabilities of Stata for such analyses. We will briefly review key elements of survey design and explain the effects of different design features on bias and variance. We compare different methods of variance estimation for stratified and clustered samples and discuss the handling of survey weights. We will also give examples for the practical importance of Stata's survey capabilities. Copyright 2007 by StataCorp LP.

Suggested Citation

  • Frauke Kreuter & Richard Valliant, 2007. "A survey on survey statistics: What is done and can be done in Stata," Stata Journal, StataCorp LP, vol. 7(1), pages 1-21, February.
    • Handle: RePEc:tsj:stataj:v:7:y:2007:i:1:p:1-21
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    Cited by:

    1. Holtmann, Anne Christine & Menze, Laura & Solga, Heike, 2017. "Persistent Disadvantages or New Opportunities? The Role of Agency and Structural Constraints for Low-Achieving Adolescents’ School-to-Work Transitions," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 46(10), pages 2091-2113.
    2. Christopher Tamborini & Howard Iams & Gayle Reznik, 2012. "Women’s Earnings Before and After Marital Dissolution: Evidence from Longitudinal Earnings Records Matched to Survey Data," Journal of Family and Economic Issues, Springer, vol. 33(1), pages 69-82, March.
    3. Resende, Marcelo & Strube, Eduardo & Zeidan, Rodrigo, 2014. "Complementarity of innovation policies in Brazilian industry: An econometric study," International Journal of Production Economics, Elsevier, vol. 158(C), pages 9-17.
    4. Noah Uhrig, S.C., 2008. "The nature and causes of attrition in the British Household Panel Study," ISER Working Paper Series 2008-05, Institute for Social and Economic Research.
    5. Gigena, M. & Vera, M.L. & Giuliodori, R . & Gertel, H., 2011. "Exploring the gap difference in 2000-2009 PISA Test Scores between Argentina, Chile and Mexico," Regional and Sectoral Economic Studies, Euro-American Association of Economic Development, vol. 11(3).
    6. Marja Eliisa Holm & Päivi Sainio & Jaana Suvisaari & Katri Sääksjärvi & Tuija Jääskeläinen & Suvi Parikka & Seppo Koskinen, 2022. "Differences in Unfavorable Lifestyle Changes during the COVID-19 Pandemic between People with and without Disabilities in Finland: Psychological Distress as a Mediator," IJERPH, MDPI, vol. 19(12), pages 1-15, June.
    7. Cuffey, Joel & Li, Wenying & Yu, Yang & Miao, Ruiqing, 2023. "Retail food environment and household food waste: An empirical study," Food Policy, Elsevier, vol. 117(C).
    8. Clark L Gray, 2010. "Gender, Natural Capital, and Migration in the Southern Ecuadorian Andes," Environment and Planning A, , vol. 42(3), pages 678-696, March.
    9. Menze, Laura & Holtmann, Anne Christine, 2019. "Was können Schulabgängerinnen und Schulabgänger ohne Mittleren Schulabschluss aus Übergangsmaßnahmen mitnehmen? Entwicklungen und Übergangschancen in Ausbildung [School leavers without an intermedi," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 22(3), pages 509-533.
    10. Juan Pablo Valenzuela & Gabriela Gómez V. & Carmen Sotomayor, 2012. "The role of reading engagement in a case of national achievement improvement: analysis of Chilean results in PISA 2001-2009," Working Papers wp367, University of Chile, Department of Economics.
    11. Maryam Dilmaghani, 2018. "Sexual Orientation, Labour Earnings, and Household Income in Canada," Journal of Labor Research, Springer, vol. 39(1), pages 41-55, March.
    12. Valenzuela, Juan Pablo & Gómez Vera, Gabriela & Sotomayor, Carmen, 2015. "The role of reading engagement in improving national achievement: An analysis of Chile's 2000–2009 PISA results," International Journal of Educational Development, Elsevier, vol. 40(C), pages 28-39.
    13. Begović, Selena & Adnett, Nick & Pugh, Geoff, 2016. "An investigation into the credibility of currency board arrangements in Bosnia and Herzegovina and Bulgaria," Journal of Comparative Economics, Elsevier, vol. 44(3), pages 787-799.
    14. Florence Neymotin, 2016. "Individuals and Communities: the Importance of Neighbors Volunteering," Journal of Labor Research, Springer, vol. 37(2), pages 149-178, June.
    15. Rhiannon Pilkington & Anne W Taylor & Graeme Hugo & Gary Wittert, 2014. "Are Baby Boomers Healthier than Generation X? A Profile of Australia’s Working Generations Using National Health Survey Data," PLOS ONE, Public Library of Science, vol. 9(3), pages 1-7, March.
    16. Héctor R. Gertel & Roberto F. Giuliodori & Santiago Gastelu & María Luz Vera, 2011. "Beyond Results: What Makes the Difference Between Argentina, Chile and Mexico in PISA 2009?," Investigaciones de Economía de la Educación volume 6, in: Antonio Caparrós Ruiz (ed.), Investigaciones de Economía de la Educación 6, edition 1, volume 6, chapter 5, pages 88-100, Asociación de Economía de la Educación.
    17. Stefan Angel & Richard Heuberger & Nadja Lamei, 2018. "Differences Between Household Income from Surveys and Registers and How These Affect the Poverty Headcount: Evidence from the Austrian SILC," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 138(2), pages 575-603, July.
    18. Binwu Sheng & Chaoling Feng & Donglan Zhang & Hugh Spitler & Lu Shi, 2017. "Associations between Obesity and Spinal Diseases: A Medical Expenditure Panel Study Analysis," IJERPH, MDPI, vol. 14(2), pages 1-11, February.
    19. Stephanie Eckman & Frauke Kreuter, 2013. "Undercoverage Rates and Undercoverage Bias in Traditional Housing Unit Listing," Sociological Methods & Research, , vol. 42(3), pages 264-293, August.
    20. Brandon Vick, 2017. "Measuring links between labor monopsony and the gender pay gap in Brazil," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 7(1), pages 1-28, December.
    21. Frauke Meyer & Hawal Shamon & Stefan Vögele, 2022. "Dynamics and Heterogeneity of Environmental Attitude, Willingness and Behavior in Germany from 1993 to 2021," Sustainability, MDPI, vol. 14(23), pages 1-22, December.
    22. Brady T. West & Patricia Berglund & Steven G. Heeringa, 2008. "A closer examination of subpopulation analysis of complex-sample survey data," Stata Journal, StataCorp LP, vol. 8(4), pages 520-531, December.
    23. Raluca Năstase ANYSZ & Nicolae Alexandru POP & Vlad Daniel SAVIN, 2021. "The Financial Impact of the Use of Relationship Marketing Principles in the Communication of Public Institutions," Journal of Emerging Trends in Marketing and Management, The Bucharest University of Economic Studies, vol. 1(1), pages 193-202, August.

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