IDEAS home Printed from https://ideas.repec.org/p/wbk/wbrwps/11302.html

The Effect of Survey Mode on Data Quality : Experimental Evidence from Nigeria

Author

Listed:
  • Markhof, Yannick Valentin
  • Wollburg, Philip Randolph
  • Palacios-Lopez, Amparo
  • Castaing, Pauline
  • Sagesaka, Akiko
  • Contreras, Ivette

Abstract

This paper uses a large-scale experiment in rural Nigeria to study the role of survey mode—in-person versus over the phone—in survey measurement and data quality. The experimental design isolates mode effects from other common sources of errors in surveys and covers 20 outcome measures across topics such as health, labor, shocks, wellbeing, and food security. The findings indicate consistent mode effects across outcomes, with phone responses differing from in-person responses by 17-18 percent at the median. These effects are large relative to other errors in phone surveys, such as under-coverage of households without phones. A within-respondent design enables capturing the full, respondent-level distribution of mode effects and finds them to vary much more than the averages reveal. Respondents with higher education levels are less prone to mode effects, whereas mode effects sharply increase in prevalence as respondents face more answer options. As the reliance on phone surveys in low- and middle-income countries grows, these findings indicate areas with large potential for data quality gains and have first-order implications for economic research in low- and middle-income countries.

Suggested Citation

  • Markhof, Yannick Valentin & Wollburg, Philip Randolph & Palacios-Lopez, Amparo & Castaing, Pauline & Sagesaka, Akiko & Contreras, Ivette, 2026. "The Effect of Survey Mode on Data Quality : Experimental Evidence from Nigeria," Policy Research Working Paper Series 11302, The World Bank.
  • Handle: RePEc:wbk:wbrwps:11302
    as

    Download full text from publisher

    File URL: https://documents.worldbank.org/curated/en/099050402052612394/pdf/IDU-2b89766c-c35e-4085-aaf8-949970498b1d.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Markhof, Yannick & Wollburg, Philip & Zezza, Alberto, 2025. "Beyond the records: Data quality and COVID-19 vaccination progress in low- and middle-income countries," Journal of Development Economics, Elsevier, vol. 174(C).
    2. Adrian L. Torchiana & Ted Rosenbaum & Paul T. Scott & Eduardo Souza-Rodrigues, 2025. "Improving Estimates of Transitions from Satellite Data: A Hidden Markov Model Approach," The Review of Economics and Statistics, MIT Press, vol. 107(2), pages 426-441, March.
    3. Abate, Gashaw T. & de Brauw, Alan & Hirvonen, Kalle & Wolle, Abdulazize, 2023. "Measuring consumption over the phone: Evidence from a survey experiment in urban Ethiopia," Journal of Development Economics, Elsevier, vol. 161(C).
    4. Abay, Kibrom A. & Berhane, Guush & Hoddinott, John F. & Tafere, Kibrom, 2021. "Assessing response fatigue in phone surveys: Experimental evidence on dietary diversity in Ethiopia," IFPRI discussion papers 2017, International Food Policy Research Institute (IFPRI).
    5. Kibrom A. Abay & Tesfamicheal Wossen & Gashaw T. Abate & James R. Stevenson & Hope Michelson & Christopher B. Barrett, 2023. "Inferential and Behavioral Implications of Measurement Error in Agricultural Data," Annual Review of Resource Economics, Annual Reviews, vol. 15(1), pages 63-83, October.
    6. Joshua Brubaker & Talip Kilic & Philip Wollburg, 2021. "Representativeness of individual-level data in COVID-19 phone surveys: Findings from Sub-Saharan Africa," PLOS ONE, Public Library of Science, vol. 16(11), pages 1-27, November.
    Full references (including those not matched with items on IDEAS)

    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. Gourlay, Sydney & Kilic, Talip & Martuscelli, Antonio & Wollburg, Philip & Zezza, Alberto, 2021. "Viewpoint: High-frequency phone surveys on COVID-19: Good practices, open questions," Food Policy, Elsevier, vol. 105(C).
    2. Hope Michelson, 2025. "Navigating the Measurement Frontier: New Insights Into Small Farm Realities," Agricultural Economics, International Association of Agricultural Economists, vol. 56(3), pages 526-542, May.
    3. Zezza,Alberto & Mcgee,Kevin Robert & Wollburg,Philip Randolph & Assefa,Thomas Woldu & Gourlay,Sydney, 2022. "From Necessity to Opportunity : Lessons for Integrating Phone and In-Person Data Collectionfor Agricultural Statistics in a Post-Pandemic World," Policy Research Working Paper Series 10168, The World Bank.
    4. Dang, Hai-Anh H. & Oseni, Gbemisola & Abanokova, Kseniya, 2025. "Educational inequalities during COVID-19: Results from longitudinal surveys in Sub-Saharan Africa," International Journal of Educational Development, Elsevier, vol. 112(C).
    5. Ivan Portoghese & Raffaella Matarrese & Laura Mirra & Giacomo Giannoccaro, 2025. "Assimilating Farmers’ Behaviour in the Development of an ET-Based Irrigation Water-Accounting Model," Water Resources Management: An International Journal, Published for the European Water Resources Association (EWRA), Springer;European Water Resources Association (EWRA), vol. 39(14), pages 7749-7774, November.
    6. Peterson-Wilhelm, Bailey & Schwab, Benjamin, 2024. "How does recall bias in farm labor impact separability tests?," Food Policy, Elsevier, vol. 128(C).
    7. Anna Josephson & Jeffrey D. Michler & Talip Kilic & Siobhan Murray, 2024. "The Mismeasure of Weather: Using Remotely Sensed Earth Observation Data in Economic Context," Papers 2409.07506, arXiv.org.
    8. Abay, Kibrom A. & Chamberlin, Jordan & Chivenge, Pauline & Spielman, David J., 2025. "Fertilizer, soil health, and economic shocks: A synthesis of recent evidence," Food Policy, Elsevier, vol. 133(C).
    9. Beegle, Kathleen & Dillon, Andrew & Karlan, Dean & Udry, Christopher, 2024. "Introduction to the journal of development economics special issue on methods and measurement," Journal of Development Economics, Elsevier, vol. 170(C).
    10. James R. Stevenson & Karen Macours & Douglas Gollin, 2023. "The Rigor Revolution: New Standards of Evidence for Impact Assessment of International Agricultural Research," Annual Review of Resource Economics, Annual Reviews, vol. 15(1), pages 495-515, October.
    11. Amare, Mulubrhan & Abay, Kibrom A. & Tiberti, Luca & Chamberlin, Jordan, 2021. "COVID-19 and food security: Panel data evidence from Nigeria," Food Policy, Elsevier, vol. 101(C).
    12. Rebecca Walcott & Isabelle Cohen & Denise Ferris, 2024. "When Who Matters: Interviewer Effects and Survey Modality," Evaluation Review, , vol. 48(6), pages 1024-1049, December.
    13. Baumüller, Heike & Kornher, Lukas, 2024. "Inside the crowd: Assessing the suitability of SMSbased surveys to monitor the food security situation in Uganda," IAAE 2024 Conference, August 2-7, 2024, New Delhi, India 344389, International Association of Agricultural Economists (IAAE).
    14. repec:ags:cfcp15:344389 is not listed on IDEAS
    15. Josephson, Anna & Michler, Jeffrey D. & Kilic, Talip & Murray, Siobhan, 2026. "The mismeasure of weather: Using earth observation data for estimation of socioeconomic outcomes," Journal of Development Economics, Elsevier, vol. 178(C).
    16. Dang, Hai-Anh H & Kilic, Talip & Hlasny, Vladimir & Abanokova, Kseniya & Carletto, Calogero, 2024. "Using Survey-to-Survey Imputation to Fill Poverty Data Gaps at a Low Cost: Evidence from a Randomized Survey Experiment," IZA Discussion Papers 16792, IZA Network @ LISER.
    17. Amankwah, Akuffo & Ambel, Alemayehu & Gourlay, Sydney & Kilic, Talip & Markhof, Yannick & Wollburg, Philip, 2025. "Smallholder farming, fertilizer use, and the polycrisis period: Cross-country evidence from longitudinal surveys in Sub-Saharan Africa," Food Policy, Elsevier, vol. 133(C).
    18. Holden, Stein T. & Makate, Clifton & Tione, Sarah, 2025. "Missing Parcels and Farm Size Measurement Error: Do Nationally Representative Surveys Provide Reliable Estimates?," CLTS Working Papers 4/25, Norwegian University of Life Sciences, Centre for Land Tenure Studies.
    19. Kugler, Maurice & Viollaz, Mariana & Duque, Daniel & Gaddis, Isis & Newhouse, David & Palacios-Lopez, Amparo & Weber, Michael, 2023. "How did the COVID-19 crisis affect different types of workers in the developing world?," World Development, Elsevier, vol. 170(C).
    20. Junyan Tian, 2024. "Rural household vulnerability and COVID-19: Evidence from India," PLOS ONE, Public Library of Science, vol. 19(4), pages 1-15, April.
    21. Kassoum Dianou & Abdramane B. Soura & Bruno Lankoandé & Hervé Bassinga & Shammi Luhar & Ashira Menashe-Oren & Kelly McCain & Malebogo Tlhajoane & Georges Reniers & Bruno Masquelier, 2025. "The use of mobile phone surveys for rapid mortality monitoring: A national study in Burkina Faso," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 52(16), pages 479-518.

    More about this item

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:wbk:wbrwps:11302. 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: Roula I. Yazigi (email available below). General contact details of provider: https://edirc.repec.org/data/dvewbus.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.