IDEAS home Printed from https://ideas.repec.org/a/kap/jcopol/v48y2025i2d10.1007_s10603-025-09592-3.html
   My bibliography  Save this article

Profit-and-Loss Disclaimers and Disclosures: Testing a Regulatory Framework for Multi-level Marketing

Author

Listed:
  • Stacie A. Bosley

    (Hamline University)

  • Reece Thomas

    (Hamline University)

  • George Matthew Maroney

    (Hamline University)

  • Joseph Penders

  • Samantha Snyder

    (Hamline University)

  • Sarah Greenman

    (Hamline University)

Abstract

Regulators, including the U.S. Federal Trade Commission (FTC), are taking an increasingly close look at the earnings representations made by multilevel marketing (MLM) companies when they recruit and train their independent contractor workforce. Prior research has found that MLM firms frequently use atypical earnings claims in their marketing materials and that they generally do not provide objective data on past participants’ revenues and expenses to prospective or current participants. While not typically disclosed, profit-and-loss data are especially salient in MLM as participants have a high probability of experiencing a loss. One potential regulatory response, currently being discussed within the FTC’s trade rule creation process, is to mandate that MLM companies provide profit-and-loss information to prospective and current participants. Using a lab-in-the-field artefactual experiment, this study measures the impact of disclaimers and disclosures—individually and in combination—in an MLM context using 305 adult subjects (60% women) at a state fair. Results indicate that profit-and-loss disclaimers and disclosures significantly alter consumer judgments, bringing them closer to objective reality, and lower interest in the proffered MLM opportunity. Sources of consumer vulnerability are identified that align with past research (e.g., low levels of financial literacy and numeracy). Additionally, lack of understanding of economic profit, as a concept, impairs consumer judgment regarding economic prospects in MLM. Findings inform disclosure and disclaimer design and suggest a potential “front and back” of label approach—one that combines embedded disclaimers with longer form disclosures—to mitigate consumer harm from misrepresentations in the MLM industry.

Suggested Citation

  • Stacie A. Bosley & Reece Thomas & George Matthew Maroney & Joseph Penders & Samantha Snyder & Sarah Greenman, 2025. "Profit-and-Loss Disclaimers and Disclosures: Testing a Regulatory Framework for Multi-level Marketing," Journal of Consumer Policy, Springer, vol. 48(2), pages 133-164, June.
  • Handle: RePEc:kap:jcopol:v:48:y:2025:i:2:d:10.1007_s10603-025-09592-3
    DOI: 10.1007/s10603-025-09592-3
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10603-025-09592-3
    File Function: Abstract
    Download Restriction: Access to full text is restricted to subscribers.

    File URL: https://libkey.io/10.1007/s10603-025-09592-3?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Oren Bar-Gill & Omri Ben-Shahar, 2023. "Misprioritized Information: A Theory of Manipulation," The Journal of Legal Studies, University of Chicago Press, vol. 52(2), pages 305-344.
    2. S. Marette & L. Nabec & F. Durieux, 2019. "Improving Nutritional Quality of Consumers’ Food Purchases With Traffic-Lights Labels: An Experimental Analysis," Journal of Consumer Policy, Springer, vol. 42(3), pages 377-395, September.
    3. James M. Leonhardt & L. Robin Keller, 2018. "Do Pictographs Affect Probability Comprehension and Risk Perception of Multiple‐Risk Communications?," Journal of Consumer Affairs, Wiley Blackwell, vol. 52(3), pages 756-769, November.
    4. repec:cup:judgdm:v:6:y:2011:i:3:p:263-274 is not listed on IDEAS
    5. Austin M. Miller & Samantha Snyder & Stacie A. Bosley & Sarah Greenman, 2023. "Income disclosure and consumer judgment in a multilevel marketing experiment," Journal of Consumer Affairs, Wiley Blackwell, vol. 57(1), pages 92-120, January.
    6. Annamaria Lusardi & Olivia S. Mitchell, 2008. "Planning and Financial Literacy: How Do Women Fare?," American Economic Review, American Economic Association, vol. 98(2), pages 413-417, May.
    7. James M. Lacko & Janis K. Pappalardo, 2010. "The Failure and Promise of Mandated Consumer Mortgage Disclosures: Evidence from Qualitative Interviews and a Controlled Experiment with Mortgage Borrowers," American Economic Review, American Economic Association, vol. 100(2), pages 516-521, May.
    8. James Banks & Zoe Oldfield, 2007. "Understanding Pensions: Cognitive Function, Numerical Ability and Retirement Saving," Fiscal Studies, Institute for Fiscal Studies, vol. 28(2), pages 143-170, June.
    9. Stacie A. Bosley & Sarah Greenman & Samantha Snyder, 2020. "Voluntary Disclosure And Earnings Expectations In Multi‐Level Marketing," Economic Inquiry, Western Economic Association International, vol. 58(4), pages 1643-1662, October.
    10. Hess, Rebecca & Visschers, Vivianne H. M. & Siegrist, Michael, 2011. "Risk communication with pictographs: The role of numeracy and graph processing," Judgment and Decision Making, Cambridge University Press, vol. 6(3), pages 263-274, April.
    11. George Loewenstein & Cass R. Sunstein & Russell Golman, 2014. "Disclosure: Psychology Changes Everything," Annual Review of Economics, Annual Reviews, vol. 6(1), pages 391-419, August.
    12. Sophie Hieke & Charles R. Taylor, 2012. "A Critical Review of the Literature on Nutritional Labeling," Journal of Consumer Affairs, Wiley Blackwell, vol. 46(1), pages 120-156, March.
    13. Claudia Groß & Dirk Vriens, 2019. "The Role of the Distributor Network in the Persistence of Legal and Ethical Problems of Multi-level Marketing Companies," Journal of Business Ethics, Springer, vol. 156(2), pages 333-355, May.
    14. Brian J. Zikmund-Fisher & Holly O. Witteman & Mark Dickson & Andrea Fuhrel-Forbis & Valerie C. Kahn & Nicole L. Exe & Melissa Valerio & Lisa G. Holtzman & Laura D. Scherer & Angela Fagerlin, 2014. "Blocks, Ovals, or People? Icon Type Affects Risk Perceptions and Recall of Pictographs," Medical Decision Making, , vol. 34(4), pages 443-453, May.
    15. Terence J. McElvaney & Peter D. Lunn & Féidhlim P. McGowan, 2018. "Do Consumers Understand PCP Car Finance? An Experimental Investigation," Journal of Consumer Policy, Springer, vol. 41(3), pages 229-255, September.
    16. Kliger, Doron & Gilad, Dalia, 2012. "Red light, green light: Color priming in financial decisions," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 41(5), pages 738-745.
    17. Á. Ní Choisdealbha & P. D. Lunn, 2020. "Green and Simple: Disclosures on Eco-labels Interact with Situational Constraints in Consumer Choice," Journal of Consumer Policy, Springer, vol. 43(4), pages 699-722, December.
    18. C. D. Hatch & H. Buttrick, 2019. "The Impact of Qualified Health Claims on Advertising Evaluations: The Cases of POM Wonderful and Minute Maid," Journal of Consumer Policy, Springer, vol. 42(2), pages 285-301, June.
    19. Rebecca Hess & Vivianne H. M. Visschers & Michael Siegrist, 2011. "Risk communication with pictographs: The role of numeracy and graph processing," Judgment and Decision Making, Society for Judgment and Decision Making, vol. 6(3), pages 263-274, April.
    20. Chin, Alycia & Beckett, Dustin H., 2021. "Don't watch me read: how mere presence and mandatory waiting periods affect consumer attention to disclosures," Behavioural Public Policy, Cambridge University Press, vol. 5(2), pages 202-221, April.
    21. Angela Fagerlin & Catharine Wang & Peter A. Ubel, 2005. "Reducing the Influence of Anecdotal Reasoning on People’s Health Care Decisions: Is a Picture Worth a Thousand Statistics?," Medical Decision Making, , vol. 25(4), pages 398-405, July.
    22. Courtenay Atwell, 2015. "The Franchisee as a Consumer: Determining the Optimal Duration of Pre-Contractual Disclosure," Journal of Consumer Policy, Springer, vol. 38(4), pages 457-489, December.
    23. O. Seizov & A. J. Wulf & J. Luzak, 2019. "The Transparent Trap: A Multidisciplinary Perspective on the Design of Transparent Online Disclosures in the EU," Journal of Consumer Policy, Springer, vol. 42(1), pages 149-173, March.
    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. Austin M. Miller & Samantha Snyder & Stacie A. Bosley & Sarah Greenman, 2023. "Income disclosure and consumer judgment in a multilevel marketing experiment," Journal of Consumer Affairs, Wiley Blackwell, vol. 57(1), pages 92-120, January.
    2. M. G. Ceravolo & V. Farina & L. Fattobene & L. Leonelli & G. Raggetti, 2021. "Gender-Related Variability in Information Processing of Disclosure Documents," Journal of Consumer Policy, Springer, vol. 44(2), pages 217-233, June.
    3. Stacie A. Bosley & Sarah Greenman & Samantha Snyder, 2020. "Voluntary Disclosure And Earnings Expectations In Multi‐Level Marketing," Economic Inquiry, Western Economic Association International, vol. 58(4), pages 1643-1662, October.
    4. Deborah A. Cobb-Clark & Sonja C. Kassenboehmer & Mathias G. Sinning, 2013. "Locus of Control and Savings," Ruhr Economic Papers 0455, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
    5. Lusardi, Annamaria & Mitchell, Olivia S., 2011. "Financial literacy around the world: an overview," Journal of Pension Economics and Finance, Cambridge University Press, vol. 10(4), pages 497-508, October.
    6. Thorp, S. & Bateman, H. & Dobrescu, L.I. & Newell, B.R. & Ortmann, A., 2020. "Flicking the switch: Simplifying disclosure to improve retirement plan choices," Journal of Banking & Finance, Elsevier, vol. 121(C).
    7. Thomas F. Crossley & Tobias Schmidt & Panagiota Tzamourani & Joachim K. Winter, 2021. "Interviewer effects and the measurement of financial literacy," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 184(1), pages 150-178, January.
    8. repec:zbw:rwirep:0455 is not listed on IDEAS
    9. Cobb-Clark, Deborah A. & Kassenboehmer, Sonja C. & Sinning, Mathias G., 2016. "Locus of control and savings," Journal of Banking & Finance, Elsevier, vol. 73(C), pages 113-130.
    10. O. Seizov & A. J. Wulf & J. Luzak, 2019. "The Transparent Trap: A Multidisciplinary Perspective on the Design of Transparent Online Disclosures in the EU," Journal of Consumer Policy, Springer, vol. 42(1), pages 149-173, March.
    11. Oscar A. Stolper & Andreas Walter, 2017. "Financial literacy, financial advice, and financial behavior," Journal of Business Economics, Springer, vol. 87(5), pages 581-643, July.
    12. Leora F. Klapper & Annamaria Lusardi & Georgios A. Panos, 2012. "Financial Literacy and the Financial Crisis," NBER Working Papers 17930, National Bureau of Economic Research, Inc.
    13. Christopher B. Bumcrot & Judy Lin & Annamaria Lusardi, 2011. "The Geography of Financial Literacy," Working Papers 893, RAND Corporation.
    14. Jappelli, Tullio & Padula, Mario, 2013. "Investment in financial literacy and saving decisions," Journal of Banking & Finance, Elsevier, vol. 37(8), pages 2779-2792.
    15. Lührmann, Melanie & Serra-Garcia, Marta & Winter, Joachim, 2015. "Teaching teenagers in finance: Does it work?," Journal of Banking & Finance, Elsevier, vol. 54(C), pages 160-174.
    16. Winter, Joachim & Lührmann, Melanie & Serra Garcia, Marta, 2013. "The effects of financial literacy training: Evidence from a field experiment in German high schools," VfS Annual Conference 2013 (Duesseldorf): Competition Policy and Regulation in a Global Economic Order 79744, Verein für Socialpolitik / German Economic Association.
    17. McGowan, Féidhlim P. & Lunn, Peter D., 2020. "Supporting decision-making in retirement planning: Do diagrams on Pension Benefit Statements help?," Journal of Pension Economics and Finance, Cambridge University Press, vol. 19(3), pages 323-343, July.
    18. Nolan, Anne & Whelan, Adele & McGuinness, Seamus & Maître, Bertrand, 2019. "Gender, pensions and income in retirement," Research Series, Economic and Social Research Institute (ESRI), number RS87.
    19. Klapper, Leora & Lusardi, Annamaria & Panos, Georgios A., 2013. "Financial literacy and its consequences: Evidence from Russia during the financial crisis," Journal of Banking & Finance, Elsevier, vol. 37(10), pages 3904-3923.
    20. María José Roa & Ignacio Garrón & Jonathan Barboza, 2018. "Características cognitivas, rasgos de personalidad y alfabetización financiera: papel en las decisiones financieras," Investigación Conjunta-Joint Research, in: María José Roa García & Diana Mejía (ed.), Decisiones financieras de los hogares e inclusión financiera: evidencia para América Latina y el Caribe, edition 1, volume 1, chapter 7, pages 167-255, Centro de Estudios Monetarios Latinoamericanos, CEMLA.
    21. Rebecca Blase & Julia Meis-Harris & Birgitta Weltermann & Simone Dohle, 2024. "Icon Arrays for Medical Risk Communication: Do Icon Type and Color Influence Cardiovascular Risk Perception and Recall?," Medical Decision Making, , vol. 44(6), pages 661-673, August.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    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:kap:jcopol:v:48:y:2025:i:2:d:10.1007_s10603-025-09592-3. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.