The study faced logistical and time constraints, resulting in a limited sample size of 35 participants
Research gap analysis derived from 4 psychology papers in our local library.
The gap
The study faced logistical and time constraints, resulting in a limited sample size of 35 participants. The operational limitations of the healthcare service during the pilot phase affected the study. The small sample size and distribution of variables required the use of non-parametric and parametric tests.
Evidence profile
Sourced from the limitations section and stated challenges and limitations of the source papers, classified as general, drawn from work published between 1986 and 2026, spanning 4 journals. Those papers have been cited 7 times in total.
Research trend
Established — well-defined area with open sub-problems.
Supporting evidence — 5 representative gaps
- Psychological Burden in Relapsing-Remitting Multiple Sclerosis: Sociodemographic and Clinical Determinants of Persistent Anxiety and Depression over a Six-Month Follow-Up (2026) · Nursing Reports · cited 1× · doi
The sample size was limited to 35 participants due to logistical and time constraints. The study utilized a convenience sampling method, which may not be representative of the entire population. The study was conducted over a relatively short period of six months, which may not capture long-term effects. The study did not include a control group for comparison.
generallimitations sectionKeywords: sample size was limited participants due logistical time - Psychological Burden in Relapsing-Remitting Multiple Sclerosis: Sociodemographic and Clinical Determinants of Persistent Anxiety and Depression over a Six-Month Follow-Up (2026) · Nursing Reports · cited 1× · doi
The study faced logistical and time constraints, resulting in a limited sample size of 35 participants. The operational limitations of the healthcare service during the pilot phase affected the study. The small sample size and distribution of variables required the use of non-parametric and parametric tests.
generalstated challengesKeywords: study faced logistical time constraints resulting limited sample - Objective Sleep Measures and Cognition in Middle-Aged and Older Adults: A Cross-Sectional and Longitudinal Analysis in the ALBION Study (2026) · Medical Sciences · doi
The study had a small sample size, - The study was cross-sectional and longitudinal, but the longitudinal analysis was limited to 1.5 years, - The study did not control for all potential confounding variables, - The study used a specific population (ALBION cohort) which may not be generalizable to other populations
generallimitations sectionKeywords: study had small sample size was cross-sectional longitudinal - ¿Por qué prospera un país? Un análisis cognitivo de las explicaciones en historia (1986) · Journal for the Study of Education and Development Infancia y Aprendizaje · cited 2× · doi
The investigation has a limited sample size, with only 90 subjects selected. The subjects were selected from a specific geographic area, which may limit the generalizability of the results. The investigation only considered adolescent subjects, which may limit the applicability of the results to other age groups.
generallimitations sectionevidence 5/5Keywords: investigation has limited sample size only subjects selected - Exposure to E-Cigarette Marketing and Susceptibility to Future Vaping among Black and Latino Adolescents in the United States (2024) · Children · cited 3× · doi
Therefore, results should be interpreted with caution, and future studies should consider employing rigorous sample size estimation techniques to enhance the robustness of the findings. The limitations of this study include being a secondary data analysis and its cross- sectional design, which restrict causal inference and generalizability.
generallimitationsevidence 3/5Keywords: interpreted caution future consider employing rigorous sample size estimation techniques enhance robustness limitations include secondary
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