IDEAS home Printed from https://ideas.repec.org/a/oup/ajagec/v100y2018i2p479-501..html
   My bibliography  Save this article

Anchoring Bias in Recall Data: Evidence from Central America

Author

Listed:
  • Susan Godlonton
  • Manuel A Hernandez
  • Mike Murphy

Abstract

Self-reported retrospective survey data is widely used in empirical work but may be subject to cognitive biases, even over relatively short recall periods. This paper examines the role of anchoring bias in self-reports of objective and subjective outcomes under recall. We use a unique panel-survey dataset of smallholder farmers from four countries in Central America collected over a period of three years. We exploit differences between recalled and concurrent responses to quantify the degree of mental anchoring in survey recall data. We assess whether respondents use their reported value for the most recent period as a cognitive heuristic when recalling the value from a previous period, while controlling for the value they reported earlier. The results show strong evidence of sizeable anchoring bias in self-reported retrospective indicators for both objective measures (income, wages, and working hours) and subjective measures (reports of happiness, health, stress, and well-being). We also generally observe a larger bias in response to negative changes for objective indicators and a larger bias in response to positive changes for subjective indicators.

Suggested Citation

  • Susan Godlonton & Manuel A Hernandez & Mike Murphy, 2018. "Anchoring Bias in Recall Data: Evidence from Central America," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 100(2), pages 479-501.
  • Handle: RePEc:oup:ajagec:v:100:y:2018:i:2:p:479-501.
    as

    Download full text from publisher

    File URL: http://hdl.handle.net/10.1093/ajae/aax080
    Download Restriction: Access to full text is restricted to subscribers.
    ---><---

    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. Drew Fudenberg & David K. Levine & Zacharias Maniadis, 2012. "On the Robustness of Anchoring Effects in WTP and WTA Experiments," American Economic Journal: Microeconomics, American Economic Association, vol. 4(2), pages 131-145, May.
    2. Kumar, Anjani & Roy, Devesh & Trapathi, Gaurav & Joshi, Pramod Kumar & Adhikari, Rajendra Prasad, 2016. "Can contract farming increase farmers’ income and enhance adoption of food safety practices?: Evidence from remote areas of Nepal:," IFPRI discussion papers 1524, International Food Policy Research Institute (IFPRI).
    3. Alan Beggs & Kathryn Graddy, 2009. "Anchoring Effects: Evidence from Art Auctions," American Economic Review, American Economic Association, vol. 99(3), pages 1027-1039, June.
    4. David S. Evans & Linda S. Leighton, 1995. "Retrospective Bias in the Displaced Worker Surveys," Journal of Human Resources, University of Wisconsin Press, vol. 30(2), pages 386-396.
    5. Beegle, Kathleen & Carletto, Calogero & Himelein, Kristen, 2012. "Reliability of recall in agricultural data," Journal of Development Economics, Elsevier, vol. 98(1), pages 34-41.
    6. Ali, Mubarik & Ahmed, Faryal & Channa, Hira & Davies, Stephen, 2016. "Pakistan’s fertilizer sector: Structure, policies, performance, and impacts:," IFPRI discussion papers 1516, International Food Policy Research Institute (IFPRI).
    7. Fishman, Ram & Kishore, Avinash & Rothler, Yoav & Ward, Patrick S. & Jha, Shankar & Singh, R. K. P., 2016. "Can information help reduce imbalanced application of fertilizers in India? Experimental evidence from Bihar:," IFPRI discussion papers 1517, International Food Policy Research Institute (IFPRI).
    8. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2008. "Bootstrap-Based Improvements for Inference with Clustered Errors," The Review of Economics and Statistics, MIT Press, vol. 90(3), pages 414-427, August.
    9. de Nicola, Francesca & Giné, Xavier, 2014. "How accurate are recall data? Evidence from coastal India," Journal of Development Economics, Elsevier, vol. 106(C), pages 52-65.
    10. Mink, Stephen D., 2016. "Findings across agricultural public expenditure reviews in African countries:," IFPRI discussion papers 1522, International Food Policy Research Institute (IFPRI).
    11. Anjani Kumar & Devesh Roy & Gaurav Tripathi, 2016. "Contracting by Small Farmers in Commodities with Export Potential: Assessing Farm Profits of Lentil Growers in Nepal," Working Papers id:10899, eSocialSciences.
    12. Dan Ariely & George Loewenstein & Drazen Prelec, 2003. ""Coherent Arbitrariness": Stable Demand Curves Without Stable Preferences," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(1), pages 73-106.
    13. Jonathan E. Alevy & Craig E. Landry & John A. List, 2015. "Field Experiments On The Anchoring Of Economic Valuations," Economic Inquiry, Western Economic Association International, vol. 53(3), pages 1522-1538, July.
    14. Zacharias Maniadis & Fabio Tufano & John A. List, 2014. "One Swallow Doesn't Make a Summer: New Evidence on Anchoring Effects," American Economic Review, American Economic Association, vol. 104(1), pages 277-290, January.
    15. Van Campenhout, Bjorn & Bizimungu, Emmanuel & Birungi, Dorothy, 2016. "Risk and sustainable crop intensification: The case of smallholder rice and potato farmers in Uganda:," IFPRI discussion papers 1521, International Food Policy Research Institute (IFPRI).
    16. Saak, Alexander E., 2016. "Delegation of quality control in value chains:," IFPRI discussion papers 1526, International Food Policy Research Institute (IFPRI).
    17. Ward, Patrick S. & Bell, Andrew R. & Droppelmann, Klaus & Benton, Tim, 2016. "Understanding compliance in programs promoting conservation agriculture: Modeling a case study in Malawi:," IFPRI discussion papers 1530, International Food Policy Research Institute (IFPRI).
    18. Liu, Yanyan & Violette, William & Barrett, Christopher B., 2016. "Structural transformation and intertemporal evolution of real wages, machine use, and farm size–productivity relationships in Vietnam:," IFPRI discussion papers 1525, International Food Policy Research Institute (IFPRI).
    19. Suman Chakrabarti & Avinash Kishore & Devesh Roy, 2018. "Effectiveness of Food Subsidies in Raising Healthy Food Consumption: Public Distribution of Pulses in India," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 100(5), pages 1427-1449.
    20. Campbell, Sean D. & Sharpe, Steven A., 2009. "Anchoring Bias in Consensus Forecasts and Its Effect on Market Prices," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 44(2), pages 369-390, April.
    21. P. Frykblom & Jason Shogren, 2000. "An Experimental Testing of Anchoring Effects in Discrete Choice Questions," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 16(3), pages 329-341, July.
    22. Bageant, Elizabeth & Liu, Yanyan & Diao, Xinshen, 2016. "Agriculture-nutrition linkages and child health in the presence of conflict in Nepal:," IFPRI discussion papers 1515, International Food Policy Research Institute (IFPRI).
    23. Van Campenhout, Bjorn, 2016. "Risk and Sustainable Crop Intensification," 2016 Fifth International Conference, September 23-26, 2016, Addis Ababa, Ethiopia 246917, African Association of Agricultural Economists (AAAE).
    24. Smith, Vincent H. & Glauber, Joseph & Dismukes, Robert, 2016. "Rent Dispersion in the US Agricultural Insurance Industry:," IFPRI discussion papers 1532, International Food Policy Research Institute (IFPRI).
    25. Quiñones, Esteban J. & Roy, Shalini, 2016. "The impact of conditional cash transfer programs on indigenous households in Latin America: Evidence from PROGRESA in Mexico:," IFPRI discussion papers 1511, International Food Policy Research Institute (IFPRI).
    26. Ma, Xingliang & Smale, Melinda & Spielman, David J. & Zambrano, Patricia & Nazli, Hina & Zaidi, Fatima, 2016. "Varietal integrity, damage abatement, and productivity: Evidence from the cultivation of Bt cotton in Pakistan:," IFPRI discussion papers 1520, International Food Policy Research Institute (IFPRI).
    27. Michael D. Hurd & Daniel McFadden & Harish Chand & Li Gan & Angela Menill & Michael Roberts, 1998. "Consumption and Savings Balances of the Elderly: Experimental Evidence on Survey Response Bias," NBER Chapters, in: Frontiers in the Economics of Aging, pages 353-392, National Bureau of Economic Research, Inc.
    28. Edward Miguel & Shanker Satyanath & Ernest Sergenti, 2004. "Economic Shocks and Civil Conflict: An Instrumental Variables Approach," Journal of Political Economy, University of Chicago Press, vol. 112(4), pages 725-753, August.
    29. De Weerdt, Joachim & Beegle, Kathleen & Friedman,, Jed & Gibson, John, 2014. "The challenge of measuring hunger," Policy Research Working Paper Series 6736, The World Bank.
    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. Ye, Xiaoyang & Zhai, Muxin & Feng, Li & Xie, A’na & Wang, Weimin & Wu, Hongbin, 2022. "Still want to be a doctor? Medical student dropout in the era of COVID-19," Journal of Economic Behavior & Organization, Elsevier, vol. 195(C), pages 122-139.
    2. Delavallade, Clara & Godlonton, Susan, 2023. "Locking crops to unlock investment: Experimental evidence on warrantage in Burkina Faso," Journal of Development Economics, Elsevier, vol. 160(C).
    3. José Pulido & Tomasz Swiecki, 2019. "Barriers to Mobility or Sorting? Sources and Aggregate Implications of Income Gaps across Sectors and Locations in Indonesia," 2019 Meeting Papers 1298, Society for Economic Dynamics.
    4. Arthi, Vellore & Beegle, Kathleen & De Weerdt, Joachim & Palacios-López, Amparo, 2018. "Not your average job: Measuring farm labor in Tanzania," Journal of Development Economics, Elsevier, vol. 130(C), pages 160-172.
    5. Francisco Ceballos & Manuel A. Hernandez & Cynthia Paz, 2021. "Short‐term impacts of COVID‐19 on food security and nutrition in rural Guatemala: Phone‐based farm household survey evidence," Agricultural Economics, International Association of Agricultural Economists, vol. 52(3), pages 477-494, May.
    6. Dang, Hai-Anh & Carletto, Calogero, 2022. "Recall Bias Revisited: Measure Farm Labor Using Mixed-Mode Surveys and Multiple Imputation," IZA Discussion Papers 14997, Institute of Labor Economics (IZA).
    7. Vasilaky, Kathryn & Harou, Aurélie & Alfredo, Katherine & Kapur, Ishita, 2023. "What works for water conservation? Evidence from a field experiment in India," Journal of Environmental Economics and Management, Elsevier, vol. 119(C).
    8. Rao, Lakshman Nagraj & Gentile, Elisabetta & Pipon, Dave & Roque, Jude David & Thuy, Vu Thi Thu, 2020. "The impact of computer-assisted personal interviewing on survey duration, quality, and cost: Evidence from the Viet Nam Labor Force Survey," GLO Discussion Paper Series 605, Global Labor Organization (GLO).
    9. Godlonton, Susan & Hernandez, Manuel A. & Paz, Cynthia, 2021. "Can survey design reduce anchoring bias in recall data? Evidence from Malawi," IFPRI discussion papers 2055, International Food Policy Research Institute (IFPRI).
    10. Mustapha Alhassan & Christopher R. Gustafson & Karina Schoengold, 2022. "Effects of information on smallholder irrigation farmers’ willingness to pay for groundwater protection," Agricultural Economics, International Association of Agricultural Economists, vol. 53(2), pages 191-203, March.
    11. Kaushalendra Kumar & Abhishek Singh & Amy Tsui, 2022. "Measuring contraceptive use in India: Implications of recent fieldwork design and implementation of the National Family Health Survey," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 47(4), pages 73-110.

    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. Meub, Lukas & Proeger, Till E., 2015. "Anchoring in social context," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 55(C), pages 29-39.
    2. Lukas Meub & Till Proeger, 2018. "Are groups ‘less behavioral’? The case of anchoring," Theory and Decision, Springer, vol. 85(2), pages 117-150, August.
    3. Meub, Lukas & Proeger, Till, 2016. "Are groups 'less behavioral'? The case of anchoring," University of Göttingen Working Papers in Economics 188 [rev.], University of Goettingen, Department of Economics.
    4. Meub, Lukas & Proeger, Till, 2014. "Are groups 'less behavioral'? The case of anchoring," University of Göttingen Working Papers in Economics 188, University of Goettingen, Department of Economics.
    5. Godlonton, Susan & Hernandez, Manuel A. & Paz, Cynthia, 2021. "Can survey design reduce anchoring bias in recall data? Evidence from Malawi," IFPRI discussion papers 2055, International Food Policy Research Institute (IFPRI).
    6. Li, Lunzheng & Maniadis, Zacharias & Sedikides, Constantine, 2021. "Anchoring in Economics: A Meta-Analysis of Studies on Willingness-To-Pay and Willingness-To-Accept," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 90(C).
    7. Konstantinos Ioannidis & Theo Offerman & Randolph Sloof, 2020. "On the effect of anchoring on valuations when the anchor is transparently uninformative," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 6(1), pages 77-94, June.
    8. Benjamin Enke & Uri Gneezy & Brian Hall & David Martin & Vadim Nelidov & Theo Offerman & Jeroen van de Ven, 2020. "Cognitive Biases: Mistakes or Missing Stakes?," CESifo Working Paper Series 8168, CESifo.
    9. Parsons, George & Yan, Lingxiao, 2021. "Anchoring on visual cues in a stated preference survey: The case of siting offshore wind power projects," Journal of choice modelling, Elsevier, vol. 38(C).
    10. Kathryn Graddy & Lara Loewenstein & Jianping Mei & Mike Moses & Rachel Pownall, 2014. "Empirical Evidence of Anchoring and Loss Aversion from Art Auctions," Working Papers 73, Brandeis University, Department of Economics and International Business School, revised Apr 2015.
    11. Meub, Lukas & Proeger, Till, 2014. "An experimental study on social anchoring," University of Göttingen Working Papers in Economics 196, University of Goettingen, Department of Economics.
    12. Zacharias Maniadis & Fabio Tufano & John A. List, 2014. "One Swallow Doesn't Make a Summer: New Evidence on Anchoring Effects," American Economic Review, American Economic Association, vol. 104(1), pages 277-290, January.
    13. Meyerhoff, Jürgen & Glenk, Klaus, 2015. "Learning how to choose—effects of instructional choice sets in discrete choice experiments," Resource and Energy Economics, Elsevier, vol. 41(C), pages 122-142.
    14. Gergaud, Olivier & Plantinga, Andrew J. & Ringeval-Deluze, Aurelie, 2015. "Anchoring and Property Prices: The Influence of Echelle Des Crus Ratings on Land Sales in the Champagne Region of France," Working Papers 231136, American Association of Wine Economists.
    15. Graddy, Kathryn & Pownall, Rachel A J & Loewenstein, Lara & Mei, Jianping & Moses, Mike, 2014. "Anchoring or Loss Aversion? Empirical Evidence from Art Auctions," CEPR Discussion Papers 10048, C.E.P.R. Discussion Papers.
    16. Magdalena Brzozowicz & Michał Krawczyk, 2020. "Honey, Mugs and Caricatures: anchors on prices of consumer goods only hold hypothetically," Working Papers 2020-40, Faculty of Economic Sciences, University of Warsaw.
    17. Carlos Alós-Ferrer & Georg D. Granic, 2023. "Does choice change preferences? An incentivized test of the mere choice effect," Experimental Economics, Springer;Economic Science Association, vol. 26(3), pages 499-521, July.
    18. Fischer, Greg & Karlan, Dean & McConnell, Margaret & Raffler, Pia, 2019. "Short-term subsidies and seller type: A health products experiment in Uganda," Journal of Development Economics, Elsevier, vol. 137(C), pages 110-124.
    19. Drew Fudenberg & David K. Levine & Zacharias Maniadis, 2012. "On the Robustness of Anchoring Effects in WTP and WTA Experiments," American Economic Journal: Microeconomics, American Economic Association, vol. 4(2), pages 131-145, May.
    20. Sugden, Robert & Zheng, Jiwei & Zizzo, Daniel John, 2013. "Not all anchors are created equal," Journal of Economic Psychology, Elsevier, vol. 39(C), pages 21-31.

    More about this item

    Keywords

    Anchoring bias; recall data; self-reporting; smallholder farmers; Central America;
    All these keywords.

    JEL classification:

    • C8 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs
    • O12 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Microeconomic Analyses of Economic Development
    • Q12 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Agriculture - - - Micro Analysis of Farm Firms, Farm Households, and Farm Input Markets

    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:oup:ajagec:v:100:y:2018:i:2:p:479-501.. 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: Oxford University Press (email available below). General contact details of provider: https://edirc.repec.org/data/aaeaaea.html .

    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.