Nothing Special   »   [go: up one dir, main page]
IDEAS home Printed from https://ideas.repec.org/a/ucp/ecdecc/doi10.1086-690810.html
   My bibliography  Save this article

The Missing Transfers: Estimating Misreporting in Dyadic Data

Author

Listed:
  • Margherita Comola
  • Marcel Fafchamps
Abstract
Many studies have used self-reported dyadic data without exploiting the pattern of discordant answers. In this article we propose a maximum likelihood estimator that deals with misreporting in a systematic way. We illustrate the methodology using dyadic data on interhousehold transfers from the village of Nyakatoke in Tanzania. We show that not taking reporting bias into account leads to serious underestimation of the total amount of transfers between villagers. We also provide suggestive evidence that reporting bias can affect inference about estimated coefficients. The method introduced here is applicable whenever the researcher has two discordant measurements of the same dependent variable.

Suggested Citation

  • Margherita Comola & Marcel Fafchamps, 2017. "The Missing Transfers: Estimating Misreporting in Dyadic Data," Economic Development and Cultural Change, University of Chicago Press, vol. 65(3), pages 549-582.
    • Handle: RePEc:ucp:ecdecc:doi:10.1086/690810
    DOI: 10.1086/690810
    as

    Download full text from publisher

    File URL: http://dx.doi.org/10.1086/690810
    Download Restriction: Access to the online full text or PDF requires a subscription.
    File URL: http://dx.doi.org/10.1086/690810
    Download Restriction: Access to the online full text or PDF requires a subscription.
    File URL: https://libkey.io/10.1086/690810?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to look for a different version below or search for a different version of it.

    Other versions of this item:

    References listed on IDEAS

    as
    1. Susanne M. Schennach, 2004. "Estimation of Nonlinear Models with Measurement Error," Econometrica, Econometric Society, vol. 72(1), pages 33-75, January.
    2. Margherita Comola & Marcel Fafchamps, 2014. "Testing Unilateral and Bilateral Link Formation," Economic Journal, Royal Economic Society, vol. 124(579), pages 954-976, September.
    3. Christopher Udry, 1994. "Risk and Insurance in a Rural Credit Market: An Empirical Investigation in Northern Nigeria," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 61(3), pages 495-526.
    4. Fafchamps, Marcel & Lund, Susan, 2003. "Risk-sharing networks in rural Philippines," Journal of Development Economics, Elsevier, vol. 71(2), pages 261-287, August.
    5. Liu, Xiaodong & Patacchini, Eleonora & Zenou, Yves & Lee, Lung-Fei, 2011. "Criminal Networks: Who is the Key Player?," Research Papers in Economics 2011:7, Stockholm University, Department of Economics.
    6. Gaulier, Guillaume & Zignago, Soledad, 2004. "Notes on BACI (analytical database of international trade). 1989-2002 version," MPRA Paper 32401, University Library of Munich, Germany.
    7. Joost Vandenbossche & Thomas Demuynck, 2013. "Network Formation with Heterogeneous Agents and Absolute Friction," Computational Economics, Springer;Society for Computational Economics, vol. 42(1), pages 23-45, June.
    8. Ball, Brian & Newman, M.E.J., 2013. "Friendship networks and social status," Network Science, Cambridge University Press, vol. 1(1), pages 16-30, April.
    9. Rosenzweig, Mark R, 1988. "Risk, Implicit Contracts and the Family in Rural Areas of Low-income Countries," Economic Journal, Royal Economic Society, vol. 98(393), pages 1148-1170, December.
    10. Hong, Han & Tamer, Elie, 2003. "A simple estimator for nonlinear error in variable models," Journal of Econometrics, Elsevier, vol. 117(1), pages 1-19, November.
    11. Duncan, Greg J & Hill, Daniel H, 1985. "An Investigation of the Extent and Consequences of Measurement Error in Labor-Economic Survey Data," Journal of Labor Economics, University of Chicago Press, vol. 3(4), pages 508-532, October.
    12. Andrew D. Foster & Mark R. Rosenzweig, 2001. "Imperfect Commitment, Altruism, And The Family: Evidence From Transfer Behavior In Low-Income Rural Areas," The Review of Economics and Statistics, MIT Press, vol. 83(3), pages 389-407, August.
    13. Margherita Comola & Marcel Fafchamps, 2014. "Testing Unilateral and Bilateral Link Formation," Economic Journal, Royal Economic Society, vol. 124(579), pages 954-976, 09.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Timothy G. Conley & Nirav Mehta & Ralph Stinebrickner & Todd Stinebrickner, 2024. "Social Interactions, Mechanisms, and Equilibrium: Evidence from a Model of Study Time and Academic Achievement," Journal of Political Economy, University of Chicago Press, vol. 132(3), pages 824-866.
    2. Yong Cai, 2022. "Linear Regression with Centrality Measures," Papers 2210.10024, arXiv.org.
    3. Grimm, Michael & Hartwig, Renate & Reitmann, Ann-Kristin & Bocoum, Fadima Yaya, 2021. "Inter-household transfers: An empirical investigation of the income-transfer relationship with novel data from Burkina Faso," World Development, Elsevier, vol. 144(C).
    4. Ethan Ligon & Laura Schechter, 2020. "Structural Experimentation to Distinguish between Models of Risk Sharing with Frictions in Rural Paraguay," Economic Development and Cultural Change, University of Chicago Press, vol. 69(1), pages 1-50.
    5. Comola, Margherita & Prina, Silvia, 2023. "The Interplay among Savings Accounts and Network-Based Financial Arrangements: Evidence from a Field Experiment," IZA Discussion Papers 16303, Institute of Labor Economics (IZA).
    6. Emla Fitzsimons & Bansi Malde & Marcos Vera‐Hernández, 2018. "Group Size and the Efficiency of Informal Risk Sharing," Economic Journal, Royal Economic Society, vol. 128(612), pages 575-608, July.
    7. Comola, Margherita & Inguaggiato, Carla & Mendola, Mariapia, 2024. "Social networks and economic transformation: Evidence from a resettled village in Brazil," Journal of Economic Behavior & Organization, Elsevier, vol. 221(C), pages 17-34.
    8. Heath Henderson & Arnob Alam, 2022. "The structure of risk-sharing networks," Empirical Economics, Springer, vol. 62(2), pages 853-886, February.
    9. Lina Zhang, 2020. "Spillovers of Program Benefits with Missing Network Links," Papers 2009.09614, arXiv.org, revised Aug 2024.
    10. Janzen, Sarah A. & Magnan, Nicholas & Sharma, Sudhindra & Thompson, William M., 2017. "Aspirations failure and formation in rural Nepal," Journal of Economic Behavior & Organization, Elsevier, vol. 139(C), pages 1-25.
    11. Arun Advani & Bansi Malde, 2018. "Credibly Identifying Social Effects: Accounting For Network Formation And Measurement Error," Journal of Economic Surveys, Wiley Blackwell, vol. 32(4), pages 1016-1044, September.
    12. Strupat, Christoph & Klohn, Florian, 2018. "Crowding out of solidarity? Public health insurance versus informal transfer networks in Ghana," World Development, Elsevier, vol. 104(C), pages 212-221.
    13. Timothy Conley & Nirav Mehta & Ralph Stinebrickner & Todd Stinebrickner, 2015. "Social Interactions, Mechanisms, and Equilibrium: Evidence from a Model of Study Time and Academic Achievement," NBER Working Papers 21418, National Bureau of Economic Research, Inc.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Comola, Margherita & Fafchamps, Marcel, 2014. "Estimating Mis-reporting in Dyadic Data: Are Transfers Mutually Beneficial?," IZA Discussion Papers 8664, Institute of Labor Economics (IZA).
    2. Margherita Comola, 2010. "The network structure of mutual support links: Evidence from rural Tanzania," PSE Working Papers halshs-00585968, HAL.
    3. Margherita Comola & Mariapia Mendola, 2015. "Formation of Migrant Networks," Scandinavian Journal of Economics, Wiley Blackwell, vol. 117(2), pages 592-618, April.
    4. Margherita Comola & Marcel Fafchamps, 2010. "Are gifts and loans between households voluntary?," PSE Working Papers halshs-00564894, HAL.
    5. Jonathan P. Thomas & Timothy Worrall, 2002. "Gift-giving, Quasi-credit and Reciprocity," Rationality and Society, , vol. 14(3), pages 308-352, August.
    6. Di Falco, Salvatore & Feri, Francesco & Pin, Paolo & Vollenweider, Xavier, 2018. "Ties that bind: Network redistributive pressure and economic decisions in village economies," Journal of Development Economics, Elsevier, vol. 131(C), pages 123-131.
    7. Di Falco, Salvatore & Bulte, Erwin, 2013. "The Impact of Kinship Networks on the Adoption of Risk-Mitigating Strategies in Ethiopia," World Development, Elsevier, vol. 43(C), pages 100-110.
    8. Marcos Rangel & Imran Rasul & Giacomo de Giorgi & Manuela Angelucci, 2009. "Insurance, Investment, And The Extended Family," 2009 Meeting Papers 24, Society for Economic Dynamics.
    9. Dubois, Pierre, 2002. "Consommation, partage de risque et assurance informelle : développements théoriques et tests empiriques récents," L'Actualité Economique, Société Canadienne de Science Economique, vol. 78(1), pages 115-149, Mars.
    10. McPeak, John, 2006. "Confronting the risk of asset loss: What role do livestock transfers in northern Kenya play?," Journal of Development Economics, Elsevier, vol. 81(2), pages 415-437, December.
    11. Yong Cai, 2022. "Linear Regression with Centrality Measures," Papers 2210.10024, arXiv.org.
    12. Wang, Ruixin, 2016. "Who Should I Share Risk with? Gifts can tell : Theory and Evidence from Rural China," Other publications TiSEM 95c6dbed-3f49-4d5a-987e-2, Tilburg University, School of Economics and Management.
    13. Morduch, Jonathan, 1999. "Between the State and the Market: Can Informal Insurance Patch the Safety Net?," The World Bank Research Observer, World Bank, vol. 14(2), pages 187-207, August.
    14. Tessa Bold & Stefan Dercon, 2009. "Contract Design in Insurance Groups," CSAE Working Paper Series 2009-04, Centre for the Study of African Economies, University of Oxford.
    15. Fafchamps, Marcel & Lund, Susan, 2003. "Risk-sharing networks in rural Philippines," Journal of Development Economics, Elsevier, vol. 71(2), pages 261-287, August.
    16. Wang, Ruixin, 2015. "Essays on development economics and public economics," Other publications TiSEM e1779514-5b71-4726-925b-2, Tilburg University, School of Economics and Management.
    17. Stefan Dercon, 2002. "Income Risk, Coping Strategies, and Safety Nets," The World Bank Research Observer, World Bank, vol. 17(2), pages 141-166, September.
    18. Angelucci Manuela & De Giorgi Giacomo & Rangel Marcos & Rasul Imran, 2009. "Village Economies and the Structure of Extended Family Networks," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 9(1), pages 1-46, October.
    19. Juan Daniel Hernandez & Fernando Jaramillo & Hubert Kempf & Fabien Moizeau & Thomas Vendryes, 2023. "Limited Commitment, Social Control and Risk-Sharing Coalitions in Village Economies," Documents de recherche 23-03, Centre d'Études des Politiques Économiques (EPEE), Université d'Evry Val d'Essonne.
    20. Pietrobon, Davide, 2024. "The dual role of insurance in input use: Mitigating risk versus curtailing incentives," Journal of Development Economics, Elsevier, vol. 166(C).

    More about this item

    JEL classification:

    • C13 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Estimation: General
    • C51 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Model Construction and Estimation
    • D85 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Network Formation

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ucp:ecdecc:doi:10.1086/690810. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Journals Division (email available below). General contact details of provider: https://www.journals.uchicago.edu/EDCC .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.