---
title: "Online experiment and survey panels: datasets and research"
description: "Online experiment and survey panels: Crowdsourcing platforms and online panels where researchers recruit participants for surveys and experiments. Explore the datasets, historical mentions and recent research papers."
url: https://scholar4ai.com/datasets/online-experiment-and-survey-panels
markdown_url: https://scholar4ai.com/datasets/online-experiment-and-survey-panels.md
license: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/)
share_text: "Online experiment and survey panels: Crowdsourcing platforms and online panels where researchers recruit participants for surveys and experiments. Explore the datasets, historical mentions and recent research papers. (as of 2026-11-05)"
data_url: https://scholar4ai.com/data/rankings.json
updated: 2026-11-05T06:02:37+09:00
window: 2026-10-07 to 2026-11-05
source: OpenAlex (CC0)
---

# Online experiment and survey panels

Crowdsourcing platforms and online panels where researchers recruit participants for surveys and experiments.

- 1 paper in the last 7 days
- 5 of its 6 datasets mentioned

Back to the ranking: https://scholar4ai.com/rankings/datasets.md
All dataset categories: https://scholar4ai.com/datasets.md



## Key findings

- Datasets in the category “Online experiment and survey panels” were mentioned in 23 papers in the last 30 days (2026-10-07 to 2026-11-05). Rank: #18 of 59 data categories mentioned.
- The most-mentioned were Amazon Mechanical Turk (13), Prolific (9), Qualtrics panels (3), CloudResearch (2) and Lucid (1).
- By journal category: Economics (8), Marketing (5), Management (4), Information Systems (4) and Tourism and Hospitality (2).
- Most of them appeared in Journal of Business and Psychology (2), Corporate Reputation Review (2) and Experimental Economics (2).

## Dataset mention counts

*Datasets in this category · 2026-10-07 – 2026-11-05 (30 days)*

| Dataset | Papers | Last 7 days | Names searched for |
|---|---:|---:|---|
| [Amazon Mechanical Turk](https://scholar4ai.com/datasets/amazon-mechanical-turk.md) | 13 | 0 | Amazon Mechanical Turk, Mechanical Turk, MTurk |
| [Prolific](https://scholar4ai.com/datasets/prolific.md) | 9 | 1 | Prolific Academic, Prolific platform, recruited via Prolific, recruited on Prolific, recruited through Prolific, Prolific.co, Prolific.com |
| [Qualtrics panels](https://scholar4ai.com/datasets/qualtrics-panels.md) | 3 | 0 | Qualtrics panel, Qualtrics Panels, Qualtrics online panel |
| [CloudResearch](https://scholar4ai.com/datasets/cloudresearch.md) | 2 | 0 | CloudResearch, TurkPrime |
| [Lucid](https://scholar4ai.com/datasets/lucid.md) | 1 | 0 | Lucid Marketplace, Lucid Theorem, Lucid Fulcrum |
| [YouGov](https://scholar4ai.com/datasets/yougov.md) | 0 | 0 | YouGov |

## Mentions over 36 months

*Papers mentioning each dataset by publication month, Nov 2023 to Oct 2026 (titles, abstracts and keywords; the full texts of earlier months are still being searched)*

| Dataset | Trend | Nov 23–Oct 24 | Nov 24–Oct 25 | Nov 25–Oct 26 | 36 months |
|---|---|---:|---:|---:|---:|
| Amazon Mechanical Turk |  | 163 | 178 | 142 | 483 |
| Prolific |  | 65 | 76 | 103 | 244 |
| YouGov |  | 22 | 20 | 27 | 69 |
| CloudResearch |  | 16 | 24 | 28 | 68 |
| Qualtrics panels |  | 9 | 3 | 16 | 28 |
| Lucid |  | 0 | 0 | 2 | 2 |

## Papers

*Papers mentioning these datasets, newest first.*

| Date | Title | Journal | Authors | Affiliations | Datasets mentioned |
|---|---|---|---|---|---|
| 2026-10-30 | [Charting the Divide: The Intersection of Healthcare Provider Demographics and Politics in the Post-Dobbs Regime](https://doi.org/10.1007/s41996-026-00206-9) | [Journal of Economics Race and Policy](https://scholar4ai.com/journals/journal-of-economics-race-and-policy.md) | Jennifer Bennett Shinall, Myrick Clements Shinall | Vanderbilt University; Vanderbilt University Medical Center | Prolific |
| 2026-10-29 | [The Impact of Child Caregiving-Related Life Changes on Caregivers’ Well-Being in Rural and Urban U.S. Areas](https://doi.org/10.1007/s10834-026-10115-6) | [Journal of Family and Economic Issues](https://scholar4ai.com/journals/journal-of-family-and-economic-issues.md) | Zuzana Bednarik, Stephan J. Goetz | Purdue University West Lafayette; Pennsylvania State University | Qualtrics panels |
| 2026-10-29 | [Hushed Whispers or Watchful Eyes? How Employees’ Source of Misconduct Information Differentially Affects Employees’ Whistle-Blowing and Managers’ Corrective Actions](https://doi.org/10.1007/s10551-026-06498-z) | [Journal of Business Ethics](https://scholar4ai.com/journals/journal-of-business-ethics.md) | Jared Nai, Grace Ching Chi Ho, Yamon Min Ye et al. | Singapore Management University; Southern Methodist University; National University of Singapore; … | Prolific |
| 2026-10-29 | [Masculinity contest cultures and job satisfaction: better to be competent or embedded?](https://doi.org/10.1007/s10869-026-10159-3) | [Journal of Business and Psychology](https://scholar4ai.com/journals/journal-of-business-and-psychology.md) | Joseph Regina, Tammy D. Allen | Rutgers, The State University of New Jersey; University of South Florida | Amazon Mechanical Turk, CloudResearch |
| 2026-10-29 | [Ambient lighting and basket construction in an immersive supermarket](https://doi.org/10.1016/j.jretconser.2026.105195) | [Journal of Retailing and Consumer Services](https://scholar4ai.com/journals/journal-of-retailing-and-consumer-services.md) | Jason Dipalma, Silvia Sapio, Ramya Rao et al. | Aarhus University; University of Naples Federico II; University of Copenhagen | CloudResearch |
| 2026-10-28 | [Corporate Digital Responsibility Communication, Stakeholder Engagement, and Public Trust in AI: The Mediating Roles of Bias Remediation and Organizational Responsiveness](https://doi.org/10.1057/s41299-026-00280-7) | [Corporate Reputation Review](https://scholar4ai.com/journals/corporate-reputation-review.md) | Joon Soo Lim, Chunsik Lee, Junga Kim et al. | Syracuse University; University of North Florida; Texas Tech University | Amazon Mechanical Turk, Prolific |
| 2026-10-27 | [Dirty by design? Gig work challenges, stigma, and identity threat in crowdwork](https://doi.org/10.1016/j.jbusres.2026.116628) | [Journal of Business Research](https://scholar4ai.com/journals/journal-of-business-research.md) | Ward van Zoonen, Monika E. von Bonsdorff, Marjo Elisa Siltaoja | Vrije Universiteit Amsterdam; University of Jyväskylä | Amazon Mechanical Turk |
| 2026-10-27 | [Color me aroused while keeping the cool](https://doi.org/10.1007/s11747-026-01215-8) | [Journal of the Academy of Marketing Science](https://scholar4ai.com/journals/journal-of-the-academy-of-marketing-science.md) | Nadeesha H. Bandara, Elizabeth Gelfand Miller, George R. Milne et al. | University of Massachusetts Amherst; University of Rhode Island | Prolific |
| 2026-10-24 | [AI vs. AI: An AI-Enabled Conversational Intervention to Inoculate Against AI-Generated Fake News](https://doi.org/10.1007/s10796-026-10827-y) | [Information Systems Frontiers](https://scholar4ai.com/journals/information-systems-frontiers.md) | Mohammad S. Najjar, Murtaza Nasir | Wichita State University | Amazon Mechanical Turk |
| 2026-10-23 | [The impact of LLM-based recommendations on decisions under uncertainty](https://doi.org/10.1017/eec.2026.10062) | [Experimental Economics](https://scholar4ai.com/journals/experimental-economics.md) | Marty Haoyuan Chen, Emel Filiz‐Ozbay, Erkut Yusuf Ozbay | University of Maryland, College Park | Prolific |
| 2026-10-22 | [What works when: calibrating temporal focus for crowdfunding success](https://doi.org/10.1016/j.im.2026.104456) | [Information & Management](https://scholar4ai.com/journals/information-management.md) | Yu-Wei Lin, Shiyu Yang, Aravinda Garimella | Santa Clara University; San Francisco State University; University of Illinois Urbana-Champaign | Prolific |
| 2026-10-22 | [Asymmetric behavioural responses to updating caloric information](https://doi.org/10.1007/s11166-026-09511-y) | [Journal of Risk and Uncertainty](https://scholar4ai.com/journals/journal-of-risk-and-uncertainty.md) | Jan Michael Bauer, Jeffrey M. Brunstrom, Giulia Priolo et al. | Copenhagen Business School; University of Bristol; University of Cambridge | Amazon Mechanical Turk |
| 2026-10-22 | [Turning adversity into opportunity: Managerial interventions and employee responses to observed customer mistreatment](https://doi.org/10.1016/j.ijhm.2026.104939) | [International Journal of Hospitality Management](https://scholar4ai.com/journals/international-journal-of-hospitality-management.md) | Xiaowen Hu, Hongmin Yan, Siran Zhan | Queensland University of Technology; University of Manchester; Aston University; … | Prolific |
| 2026-10-21 | [Only When All is Good: The Fragility of Reputation After Wrongdoing](https://doi.org/10.1057/s41299-026-00273-6) | [Corporate Reputation Review](https://scholar4ai.com/journals/corporate-reputation-review.md) | Zheng Cheng, Karl Kammerer, Reha Karadag et al. | University of Northern Iowa; University of Minnesota, Duluth; University of Nebraska–Lincoln | Qualtrics panels |
| 2026-10-21 | [Testing capacity-constrained learning](https://doi.org/10.1017/eec.2026.10065) | [Experimental Economics](https://scholar4ai.com/journals/experimental-economics.md) | Andrew Caplin, Daniel Martin, Philip Marx et al. | New York University; University of California, Santa Barbara; Louisiana State University | Amazon Mechanical Turk |
| 2026-10-17 | [Carbon taxes crowd out low-carbon choices: Evidence from a consumer experiment](https://doi.org/10.1016/j.jebo.2026.107798) | [Journal of Economic Behavior & Organization](https://scholar4ai.com/journals/journal-of-economic-behavior-organization.md) | Alice Pizzo, Christina Annette Gravert, Jan Michael Bauer et al. | Copenhagen Business School; University of Copenhagen; University of Cambridge | Prolific |
| 2026-10-15 | [Integrated cognitive processing model of phishing detection: Mood state as moderating factor in the mindful cognition mediated detection process](https://doi.org/10.1016/j.ijinfomgt.2026.103143) | [International Journal of Information Management](https://scholar4ai.com/journals/international-journal-of-information-management.md) | Debalina Bera, Arindam Majumder, Dan Jong Kim | University of North Carolina at Greensboro; University of North Texas | Amazon Mechanical Turk, Qualtrics panels |
| 2026-10-15 | [Putting others first: testing a model of prosociality and performance](https://doi.org/10.1007/s10869-026-10160-w) | [Journal of Business and Psychology](https://scholar4ai.com/journals/journal-of-business-and-psychology.md) | Anna Viragos, M. Davis, D. Leach | University of Leeds | Amazon Mechanical Turk |
| 2026-10-13 | [The paradox of withdrawal: How managerial turnover intention and attitudes shape performance appraisal quality in high-contact service](https://doi.org/10.1016/j.ijhm.2026.104947) | [International Journal of Hospitality Management](https://scholar4ai.com/journals/international-journal-of-hospitality-management.md) | Tong Yin | Auburn University | Amazon Mechanical Turk |
| 2026-10-10 | [Privacy concerns and choices under design friction: Evidence from cookie consent banners](https://doi.org/10.1016/j.infoecopol.2026.101183) | [Information Economics and Policy](https://scholar4ai.com/journals/information-economics-and-policy.md) | Alexander Egberts, Julia Krämer | Max Planck Institute for Behavioral Economics; Erasmus University Rotterdam | Amazon Mechanical Turk, Prolific |
| 2026-10-09 | [Not my party, still my public: Political organization–public relationships beyond the base](https://doi.org/10.1016/j.pubrev.2026.102784) | [Public Relations Review](https://scholar4ai.com/journals/public-relations-review.md) | Kaye D. Sweetser, Kalyca Lynn Becktel | San Diego State University; North Carolina State University | Amazon Mechanical Turk, Lucid |
| 2026-10-08 | [Moral obligation or personal benefit? Explaining consumers' regular use intentions for digital product passports](https://doi.org/10.1007/s12525-026-00940-w) | [Electronic Markets](https://scholar4ai.com/journals/electronic-markets.md) | Oliver Behn, Johannes Wichmann, Michael Leyer | Philipps University of Marburg; University of Göttingen; Queensland University of Technology | Amazon Mechanical Turk |
| 2026-10-07 | [Aim high or play safe? Commitment, prosocial incentives, and goal setting](https://doi.org/10.1007/s11166-026-09513-w) | [Journal of Risk and Uncertainty](https://scholar4ai.com/journals/journal-of-risk-and-uncertainty.md) | Yu Cao, C. Mónica Capra, Yuxin Su | World Bank; Claremont Graduate University; University of Arizona; … | Amazon Mechanical Turk |

## Cite this page

Scholar4AI. (2026). Online experiment and survey panels. Journal and Conference Research Rankings. Retrieved November 5, 2026, from https://scholar4ai.com/datasets/online-experiment-and-survey-panels

```bibtex
@misc{scholar4ai-datasets-online-experiment-and-survey-panels,
  author = {{Scholar4AI}},
  title = {Online experiment and survey panels},
  year = {2026},
  howpublished = {\url{https://scholar4ai.com/datasets/online-experiment-and-survey-panels}},
  urldate = {2026-11-05},
  note = {Journal and Conference Research Rankings; data from OpenAlex (CC0); licensed CC BY-NC 4.0}
}
```

License: CC BY-NC 4.0 (https://creativecommons.org/licenses/by-nc/4.0/).