Evaluating research activity in research departments and education programs is conventionally accomplished through measurement of research funding or bibliometrics. This limited perspective of research activity restricts a more comprehensive evaluation of a program's actual research capacity, ultimately hindering efforts to enhance and expand it. The objective of this study was to conduct a scoping review of the existing literature pertaining to the measurement of research productivity in research institutions. Using these findings, the study aimed to create a standardized research measurement tool, the Productivity And Capacity Evaluation in Research (PACER) Tool. The evidence review identified 726 relevant articles in a literature search of PubMed, Web of Science, Embase, ERIC, CINAHL, and Google Scholar with the keywords "research capacity" and "research productivity." Thirty-nine English-language studies applicable to research measurement were assessed in full and 20 were included in the data extraction. Capacity/productivity metrics were identified, and the relevance of each metric was data-charted according to 3 criteria: the metric was objective, organizational in scale, and applicable to varied research domains. This produced 42 research capacity/productivity metrics that fell into 7 relevant categories: bibliometrics, impact, ongoing research, collaboration activities, funding, personnel, and education/academics. With the expertise of a Delphi panel of researchers, research leaders, and organizational leadership, 31 of these 42 metrics were included in the final PACER Tool. This multifaceted tool enables research departments to benchmark research capacity and research productivity against other programs, monitor capacity development over time, and provide valuable strategic insights for decisions such as resource allocation.
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http://dx.doi.org/10.3122/jabfm.2024.240085R1 | DOI Listing |
J Am Board Fam Med
November 2024
From the Department of Family Medicine, Indiana University School of Medicine, Bloomington, IN (SKS); Department of Family Medicine, Mayo Clinic Health System - Southwest Wisconsin region, La Crosse, WI (MS-S); Military Primary Care Research Network, Indiana University School of Medicine, Indianapolis, IN (PC); Department of Family Medicine and Community Health, Uniformed Services University, Bethesda, MD (JWL); Department of Family Medicine and Biobehavioral Health, University of Kansas School of Medicine, Kansas City, KS (CM); Department of Family Medicine, University of Minnesota Medical School, Duluth, MN (TTC); Department of Family Medicine, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada (AW); Department of Family Medicine, University of Washington, Seattle, WA, and LSU Health School of Medicine, Shreveport, LA (PHS).
Evaluating research activity in research departments and education programs is conventionally accomplished through measurement of research funding or bibliometrics. This limited perspective of research activity restricts a more comprehensive evaluation of a program's actual research capacity, ultimately hindering efforts to enhance and expand it. The objective of this study was to conduct a scoping review of the existing literature pertaining to the measurement of research productivity in research institutions.
View Article and Find Full Text PDFAfr J Reprod Health
September 2024
Faculty of Health Sciences, South African Medical Research Council/University of Johannesburg (SAMRC/UJ) Pan African Centre for Epidemics Research (PACER) Extramural Unit, Johannesburg 2006, South Africa.
Adolescent girls and young women are key, and priority populations impacted by a higher risk of acquiring human immunodeficiency virus. In 2015, pre-exposure prophylaxis was introduced as a biomedical human immunodeficiency virus prevention tool. However, its uptake continues to be lower in sub-Saharan countries, particularly among adolescent girls and young women.
View Article and Find Full Text PDFMethods Protoc
June 2024
South African Medical Research Council/University of Johannesburg (SAMRC/UJ) Pan African Centre for Epidemics Research (PACER) Extramural Unit, Johannesburg 2092, South Africa.
Primary healthcare facilities lack routine diagnostic screening due to resource limitations and dependence on syndromic management, resulting in an unprecedented prevalence and incidence of sexually transmitted infections (STIs), particularly among key and priority populations. Specific focuses are essential to strengthen current STI control measures. Therefore, this article describes the protocol for evaluating STI programme among key and priority populations in selected primary healthcare facilities in South Africa.
View Article and Find Full Text PDFHeliyon
April 2024
William Harvey Research Institute, Barts and the London School of Medicine and Dentistry, Queen Mary University of London, London, UK.
Objective: Atrial fibrillation (AF) is the most common cardiac arrythmia, and it is associated with increased risk for ischemic stroke, which is underestimated, as AF can be asymptomatic. The aim of this study was to develop optimal ML models for prediction of AF in the population, and secondly for ischemic stroke in AF patients.
Methods: To develop ML models for prediction of 1) AF in the general population and 2) ischemic stroke in patients with AF we constructed XGBoost, LightGBM, Random Forest, Deep Neural Network, Support Vector Machine and Lasso penalised logistic regression models using UK-Biobank's extensive real-world clinical data, questionnaires, as well as biochemical and genetic data, and their predictive performances were compared.
BMJ Open
October 2023
Department of Anaesthesiology, Amsterdam UMC location University of Amsterdam, Amsterdam, The Netherlands.
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