Emerging clinical pain research in low- and middle-income settings: towards a person-centred approach
- 22 July 2026
- journal article
- research article
- Published by Wolters Kluwer Health in Pain
Abstract
Group-based randomized controlled trials (RCTs) in clinical pain research in low- and middle-income settings (LMIS) face distinct challenges, including resource-related limitations and contextual barriers. In addition, evidence garnered through RCTs in high-income settings is often not directly relevant to LMIS. We briefly discuss alternative group-based study designs that can address some of these challenges. We then introduce single-case experimental designs as a complementary approach that may be more efficient than traditional group-based methods in these contexts. Single-case experimental designs focus on the individual person in relation to at least one independent variable over time under different conditions. Unlike RCTs, they require small sample sizes and provide more granular insights into how a pain intervention affects each individual rather than the average group response. Single-case experimental designs can also accommodate more diverse participants in terms of age, ethnic backgrounds, and comorbidities, making them resource-efficient, clinically relevant, and pragmatic, which can facilitate more clinical trials in LMIS, and thereby a better understanding and scientific evidence for the effects of treatments in these settings.Keywords
Funding Information
- Foundation for the National Institutes of Health (K43TW011442)
- Nederlandse Organisatie voor Wetenschappelijk Onderzoek (024.004.016)
- National Health and Medical Research Council (2043354)
This publication has 66 references indexed in Scilit:
- Target trial emulation: complementing findings from randomised trials with observational studiesEuropean Spine Journal, 2024
- Exact-matching algorithms using administrative health claims database equivalence factors for real-world data analysis based on the target trial emulation frameworkHealth Services and Outcomes Research Methodology, 2024
- Transporting Comparative Effectiveness Evidence Between Countries: Considerations for Health Technology AssessmentsPharmacoEconomics, 2023
- Reporting of Observational Studies Explicitly Aiming to Emulate Randomized TrialsJAMA Network Open, 2023
- Do single‐case experimental designs lead to randomised controlled trials of cognitive behavioural therapy interventions for adolescent anxiety and related disorders recommended in the National Institute of Clinical Excellence guidelines? A systematic reviewJCPP Advances, 2023
- An Economic Model for Estimating Trial Costs with an Application to Placebo Surgery TrialsApplied Health Economics and Health Policy, 2022
- Target Trial EmulationJAMA, 2022
- Target Trial Emulation for Transparent and Robust Estimation of Treatment Effects for Health Technology Assessment Using Real-World Data: Opportunities and ChallengesPharmacoEconomics, 2022
- Adaptive designs for confirmatory clinical trialsStatistics in Medicine, 2009
- Statistical inference in behavior analysis: Experimental control is betterThe Behavior Analyst, 1999