Most-cited papers on Data and Methodological Gaps

Ranked by citation count via OpenAlex. Citations update on a rolling basis; list regenerates every 24h.

1. Using Pharmacy Claims Data to Study Adherence to Glaucoma Medications: Methodology and Findings of the Glaucoma Adherence and Persistency Study (GAPS)

   2007 · Investigative Ophthalmology & Visual Science · Friedman, David S., Quigley, Harry A., Gelb, Laurie et al.

   278 cited

2. Confronting the boundary layer data gap: evaluating new and existing methodologies of probing the lower atmosphere

   2020 · Atmospheric measurement techniques · Bell, Tyler, Greene, Brian, Klein, Petra et al.

   60 cited

3. A methodology for data gap filling in wave records using Artificial Neural Networks

   2020 · Applied Ocean Research · Vieira, Filipe, Cavalcante, Geórgenes H., Campos, Edmo et al.

   55 cited

4. Closing the UK care home data gap – methodological challenges and solutions

   2020 · International Journal for Population Data Science · Burton, Jennifer Kirsty, Goodman, Claire, Guthrie, Bruce et al.

   48 cited

5. Bridging the Gap Between Methodology and Qualitative Data Analysis Software: A Practical Guide for Educators and Qualitative Researchers

   2021 · Sociological Research Online · Kalpokas, Neringa, Radivojevic, Ivana

   42 cited

6. Maximum levels of cross‐contamination for 24 antimicrobial active substances in non‐target feed. Part 1: Methodology, general data gaps and uncertainties

   2021 · EFSA Journal · (BIOHAZ), EFSA Panel on Biological Hazards, Koutsoumanis, Konstantinos, Allende, Ana et al.

   32 cited

7. Software engineering for big data projects: Domains, methodologies and gaps

   2016 · Kumar, Vijay Dipti, Alencar, Paulo

   30 cited

8. Reducing Bias and Filling in Spatial Gaps in Fishery-Dependent Catch-per-Unit-Effort Data by Geostatistical Prediction, I. Methodology and Simulation

   2014 · North American Journal of Fisheries Management · Walter, John F., Hoenig, John M., Christman, Mary C.

   21 cited

9. Reducing the gap between experts' knowledge and data: The TOM4D methodology

   2014 · Data & Knowledge Engineering · Pomponio, Laura, Goc, Marc Le

   17 cited

10. Mine the Gap: Augmenting Foresight Methodologies with Data Analytics

    2020 · World Futures Review · Boysen, Anne

    15 cited

11. New methodology for facilitating food wastage quantification. Identifying gaps and data inconsistencies

    2019 · Journal of Environmental Management · Barco, Héctor, Oribe-Garcia, Iraia, Vargas-Viedma, María Virginia et al.

    13 cited

12. The Gender Pay Gap Revisited with Big Data: Do Methodological Choices Matter?

    2021 · SSRN Electronic Journal · Strittmatter, Anthony, Wunsch, Conny

    13 cited

13. Methodologic considerations for population-based research on fetal deaths: Overcoming data gaps

    2002 · Seminars in Perinatology · Louis, Germaine M. Buck, Johnson, C.

    9 cited

14. The Saudi National Mental Health Survey: Filling critical gaps in methodology and data in mental health epidemiology

    2020 · International Journal of Methods in Psychiatric Research · Chatterji, Somnath

    9 cited

15. Bridging the Semantic Gap between Land Tenure and EO Data: Conceptual and Methodological Underpinnings for a Geospatially Informed Analysis

    2020 · Remote Sensing · Lee, Cheonjae, Vries, Walter Timo de

    8 cited

16. Estimating Critical Gap--A Comparison of Methodologies Using a Robust, Real-World Data Set

    2013 · Transportation Research Board 92nd Annual MeetingTransportation Research Board · Tupper, Steven, Knödler, Michael, Fitzpatrick, Cole et al.

    7 cited