Open research questions in Survey Methodology and Nonresponse
338 gap statements mined from Survey Methodology and Nonresponse papers in our 7.9M-paper local library, which holds 2,943 papers on the topic — drawn mostly from each paper's own stated research gap, future-work, challenge and limitation notes, and its abstract. The ones listed below are a selection still marked open; each names the study that raised it, with a DOI link where the paper has one.
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What the literature leaves open
We address why survey estimates vary and why comparisons between two studies are insufficient to draw conclusions about either study.
Revisiting socioeconomic disadvantage estimates in the national health and aging trends study · 2026 · DOIIntroduction Incentives can be effective in survey research but evidence is limited on how incentive type impacts survey retention in longitudinal social media-based surveys.
Testing certain and uncertain incentives on study retention in a longitudinal social media survey among young adults: An embedded recruitment trial · 2025 · DOIFuture research should examine barriers and facilitators to mHealth among patients receiving dialysis to ensure equitable implementation of mHealth-based technologies.
Reach, Acceptability, and Patient Preferences of a Mobile Health-Based Survey to Assess COVID-19 Vaccine Hesitancy Among Patients Receiving Dialysis · 2024 · DOILeading questions can influence participants. Combined questions can confuse participants. Unclear wording can cause participants to understand questions differently.
The study highlights the need for more ethical and rigorous survey research methods with refugees and migrant populations.
Ethics as methodological innovation: participatory research adaptations in panel survey research with Syrian refugees · 2026 · DOIThere is a need for adaptations to the TDM for researchers in federal institutions. There is a lack of research on the use of the TDM with populations with varied engagement in healthcare.
Enhancing recruitment methodologies: leveraging the Tailored Design Method to survey populations with varied engagement in healthcare · 2026 · DOIFuture research should investigate the impact of careless responding on specific survey questions. The study highlights the need for more attention to careless responding in online student learning survey research.
Careless responding in online student learning surveys: profiles and impact on data quality · 2026 · DOIThere is a lack of research on careless responding in online student learning surveys. Prior research has highlighted the need for more attention to careless responding.
Careless responding in online student learning surveys: profiles and impact on data quality · 2026 · DOIThere is a lack of understanding of the characteristics of survey experience that drive nonresponse in OPPs. Prior studies have not investigated the use of discrete-time survival models to investigate nonresponse in OPPs.
Demographic stratification cannot fully ensure sample quality. The review is limited to quantitative survey studies published in three leading outlets.
The lack of clear reporting of sampling procedures. The heavy reliance on non-probability samples. The need for improved sampling procedures to enhance external validity.
Future studies can investigate the impact of work-life balance, workload, and supportive organizational culture on job satisfaction among female academics in different contexts. Future studies can explore the role of leadership and management in creating a supportive organizational culture. Future studies can examine the effectiveness of career development programs for female academics.
The existing literature on work and career challenges, career adaptability, and organizational support in female academics' job satisfaction is limited. There is a need to understand the factors that influence job satisfaction among female academics. The study aims to fill this research gap by providing insights into the challenges faced by female academics.
The paper also highlights the challenge of balancing the need for effective measures to detect low-quality responses with the need to avoid false positives and ensure participant privacy.
Further research on how to assess image quality should address the use of AI by respondents.
Unlocking insights: assessing the quality of conventional and image-based responses on books at home in an online mobile survey · 2026 · DOIMoreover, the model selection process does not account for post-selection inference, and some of the observed variability may reflect both DEFF misspecification and selection uncertainty.
When the design effect is unknown: sensitivity of logistic regression and survival models to DEFF misspecification in complex surveys · 2026 · DOIIt highlights the need for research on the social stratification of experiences with being interviewed. The paper notes that prior research has focused on the effects of social status on establishing rapport, but has not investigated the distribution of experiences with being interviewed.
A society of the interviewed? The social stratification of experiences with being interviewed in Switzerland · 2026 · DOIThere is a lack of understanding about the representativeness and response validity of opt-in non-probability online data sources. Prior work has not adequately addressed the variation in characteristics across these data sources.
Few techniques are available to understand how subpopulations contribute to demographic differences. Existing methods have limitations, such as requiring a linear function of covariates. There is a need for a general and flexible decomposition method.
The groupwise decomposition: Estimating group-specific contributions to differences between demographic measures · 2026 · DOIThe existence of mode effects and the consequences of naive conditioning may be underappreciated in epidemiology. The implications of mode effects have not been discussed extensively in the epidemiological literature.
How can the use of different modes of survey data collection introduce bias? An introduction to mode effects using directed acyclic graphs (DAGs) · 2026 · DOIThe study identifies a gap in the literature regarding the effects of different modes of supervision on data quality in classroom surveys. The study questions the common approach of solely relying on teachers for survey administration without the support of external supervisors or adequate training.
IP addresses do not always precisely map into coordinates, - Speed checks have limited effectiveness, - Some studies might require participants with certain skill sets…
32 cases with no response to the recontact willingness question, - Limited to 18 countries, - Analysis weight used for descriptive…
Willingness to be recontacted and its association with nonsubstantive responding in the European Social Survey · 2026 · DOIFurther examination of the link between willingness to be recontacted and nonsubstantive responses, - Investigation of the impact of willingness to be recontacted on survey response…
Willingness to be recontacted and its association with nonsubstantive responding in the European Social Survey · 2026 · DOIExtending the Heckman selection model to a trivariate normal structure incorporating callback information. Replacing bivariate normality with a Student's t distribution for greater robustness to heavy tails.
Most-cited papers in Survey Methodology and Nonresponse
- Estimating Nonresponse Bias in Mail Surveys · Journal of Marketing Research · 1977 · 9,619 citations
- Amazon's Mechanical Turk · Perspectives on Psychological Science · 2011 · 7,777 citations
- Common Method Variance in IS Research: A Comparison of Alternative Approaches and a Reanalysis of Past Research · Management Science · 2006 · 2,745 citations
- Beyond the Turk: Alternative platforms for crowdsourcing behavioral research · Journal of Experimental Social Psychology · 2017 · 2,540 citations
- Survey response rate levels and trends in organizational research · Human Relations · 2008 · 2,539 citations
- Determinants of social desirability bias in sensitive surveys: a literature review · Quality & Quantity · 2011 · 2,323 citations
- Sensitive questions in surveys. · Psychological Bulletin · 2007 · 2,303 citations
- Assessing dissimilarity relations under missing data conditions: Evidence from computer simulations. · Journal of Applied Psychology · 2007 · 2,134 citations
- Nonresponse Rates and Nonresponse Bias in Household Surveys · Public Opinion Quarterly · 2006 · 1,844 citations
- The adequacy of response rates to online and paper surveys: what can be done? · Assessment & Evaluation in Higher Education · 2008 · 1,809 citations
Most recent work
- A Guide to Key Decision Criteria for Likert‐Scale Use in Survey Research · Global Business and Organizational Excellence · 2026
- Surveying the Farmer Survey: A Synthesis of Research Practices in the Netherlands, Slovenia and Sweden · Journal of Agricultural Economics · 2026
- The Bots Ruining Social Science Are Not Bots at All · Perspectives on Psychological Science · 2026
- Using routinely collected data for research purposes: challenges and mitigation strategies · BMJ · 2026
- Turning a nation into a cohort: combining national registers and a digital mailbox for population-based health research · European Journal of Epidemiology · 2026
- Assessing and controlling social desirability bias in self-reported survey research: common practices, recommendations, and an application in cyberbullying research · European Journal of Information Systems · 2026
- How can the use of different modes of survey data collection introduce bias? An introduction to mode effects using directed acyclic graphs (DAGs) · American Journal of Epidemiology · 2026
- Identifying Bots Through LLM-Generated Text in Open Narrative Responses: A Proof-of-Concept Study · Social Science Computer Review · 2026
- Online Survey Researchers’ Experience With Fraudulent Responders · SAGE Open · 2026
- A data driven approach to address missing data in the 1970 British birth cohort · BMC Medical Research Methodology · 2026
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