Williams L, Rycroft-Malone J, Burton CR. Bringing critical realism to nursing practice: Roy Bhaskar'scontribution. Nurs Philos. 2017;18(2). https://doi.org/10.1111/nup.12130.

Bhaskar, R. A Realist Theory of Science (1st ed.). London: Routledge; 2008.

Bunge M. How Does It Work?: The Search for Explanatory Mechanisms. Philos Soc Sci. 2004;34(2):182–210.

Article  Google Scholar 

Sayer A. Realism and Social Science. Sage Publications; 1999

Mingers J. Real-izing information systems: critical realism as an underpinning philosophy for information systems. Inf Organ. 2004;14(2):87–103.

Article  Google Scholar 

Wynn Jr D, Williams CK. Principles for conducting critical realist case study research in information systems. MIS quarterly. 2012:787-810.

Lewis CC, Klasnja P, Powell BJ, Lyon AR, Tuzzio L, Jones S, Walsh-Bailey C, Weiner B. From Classification to Causality: Advancing Understanding of Mechanisms of Change in Implementation Science. Front Public Health. 2018;7(6):136. https://doi.org/10.3389/fpubh.2018.00136.PMID:29868544;PMCID:PMC5949843.

Article  Google Scholar 

Lewis CC, Powell BJ, Brewer SK, Nguyen AM, Schriger SH, Vejnoska SF, Walsh-Bailey C, Aarons GA, Beidas RS, Lyon AR, Weiner B, Williams N, Mittman B. Advancing mechanisms of implementation to accelerate sustainable evidence-based practice integration: protocol for generating a research agenda. BMJ Open. 2021;11(10):e053474. https://doi.org/10.1136/bmjopen-2021-053474.PMID:34663668;PMCID:PMC8524292.

Article  PubMed  PubMed Central  Google Scholar 

Lewis CC, Frank HE, Cruden G, Kim B, Stahmer AC, Lyon AR, Albers B, Aarons GA, Beidas RS, Mittman BS, Weiner BJ, Williams NJ, Powell BJ, MNoE Group. A research agenda to advance the study of implementation mechanisms. Implement Sci Commun. 2024;5(1):98. https://doi.org/10.1186/s43058-024-00633-5. PMID: 39285504; PMCID: PMC11403843.

Article  PubMed  PubMed Central  Google Scholar 

Rodrigues D, Kreif N, Lawrence-Jones A, Barahona M, Mayer E. Reflection on modern methods: constructing directed acyclic graphs (DAGs) with domain experts for health services research. Int J Epidemiol. 2022;51(4):1339–48.

Article  PubMed  PubMed Central  Google Scholar 

Tsai CL, Camargo CA. Methodological considerations, such as directed acyclic graphs, for studying “acute on chronic” disease epidemiology: chronic obstructive pulmonary disease example. J Clin Epidemiol. 2009;62(9):982–90.

Article  PubMed  Google Scholar 

Rosenberg NE, Westreich D, Bärnighausen T, Miller WC, Behets F, Maman S, et al. Assessing the effect of HIV counselling and testing on HIV acquisition among South African youth. AIDS Lond Engl. 2013;27(17):2765–73.

Article  Google Scholar 

Dalkin SM, Greenhalgh J, Jones D, Cunningham B, Lhussier M. What’s in a mechanism? Development of a key concept in realist evaluation. Implement Sci. 2015;10(1):49.

Article  PubMed  PubMed Central  Google Scholar 

Salter KL, Kothari A. Using realist evaluation to open the black box of knowledge translation: a state-of-the-art review. Implement Sci. 2014;9(1):115.

Article  PubMed  PubMed Central  Google Scholar 

Pawson R, Tilley N. Realistic Evaluation. SAGE publications; 1997.

Haynes A, Gilchrist H, Oliveira JS, Tiedemann A. Using Realist Evaluation to Understand Process Outcomes in a COVID-19-Impacted Yoga Intervention Trial: A Worked Example. Int J Environ Res Public Health. 2021;18(17):9065.

Article  PubMed  PubMed Central  CAS  Google Scholar 

Tsang JY, Blakeman T, Hegarty J, Humphreys J, Harvey G. Understanding the implementation of interventions to improve the management of chronic kidney disease in primary care: a rapid realist review. Implement Sci. 2016;11(1):47.

Article  PubMed  PubMed Central  Google Scholar 

Bick DE, Rycroft-Malone J, Fontenla M. A case study evaluation of implementation of a care pathway to support normal birth in one English birth centre: anticipated benefits and unintended consequences. BMC Pregnancy Childbirth. 2009;9(1):47.

Article  PubMed  PubMed Central  Google Scholar 

Fryer T. A critical realist approach to thematic analysis: producing causal explanations. J Crit Realism. 2022;21(4):365–84.

Article  Google Scholar 

Geng EH, Baumann AA, Powell BJ. Mechanism mapping to advance research on implementation strategies. PLoS Med. 2022;19(2):e1003918. https://doi.org/10.1371/journal.pmed.1003918.

Kilbourne AM, Geng E, Eshun-Wilson I, Sweeney S, Shelley D, Cohen DJ, et al. How does facilitation in healthcare work? Using mechanism mapping to illuminate the black box of a meta-implementation strategy. Implement Sci Commun. 2023;4(1):53.

Article  PubMed  PubMed Central  Google Scholar 

Williams MJ. External Validity and Policy Adaptation: From Impact Evaluation to Policy Design. Health Nutr Popul. 2020;35(2):158–91.

Google Scholar 

Williams MJ. External Validity and Policy Adaptation: A Five-step Guide to Mechanism Mapping. Policy Memo, Blavatnik School of Government, Oxford University, Oxford, UK, https://www.bsg.ox.ac.uk/research/publications/external-validity-and-policy-adaptation-0 . 2017.

Chebrolu P, Chalem A, Ponticiello M, Broderick K, Vaidyanathan A, Lorenc R, et al. A community health worker-led program to improve access to gestational diabetes screening in urban slums of Pune, India: Results from a mixed methods study. PLOS Glob Public Health. 2023;3(10): e0001622.

Article  PubMed  PubMed Central  Google Scholar 

Hennink MM, Kaiser BN, Marconi VC. Code Saturation Versus Meaning Saturation: How Many Interviews Are Enough? Qual Health Res. 2017;27(4):591–608.

Article  PubMed  Google Scholar 

Thompson HM, Clement AM, Ortiz R, Preston TM, Quantrell ALW, Enfield M, et al. Community engagement to improve access to healthcare: a comparative case study to advance implementation science for transgender health equity. Int J Equity Health. 2022;21(1):104.

Article  PubMed  PubMed Central  Google Scholar 

Beidas RS, Dorsey S, Lewis CC, Lyon AR, Powell BJ, Purtle J, Saldana L, Shelton RC, Stirman SW, Lane-Fall MB. Promises and pitfalls in implementation science from the perspective of US-based researchers: learning from a pre-mortem. Implement Sci. 2022;17(1):55. https://doi.org/10.1186/s13012-022-01226-3.PMID:35964095;PMCID:PMC9375077.

Article  PubMed  PubMed Central  Google Scholar 

Lewis CC, Klasnja P, Lyon AR, Powell BJ, Lengnick-Hall R, Buchanan G, Meza RD, Chan MC, BoyntonMH, Weiner BJ. The mechanics of implementation strategies and measures: advancing the study of implementation mechanisms. Implement Sci Commun. 2022;3(1):114. https://doi.org/10.1186/s43058-022-00358-3.

Lewis CC, Boyd MR, Walsh-Bailey C, Lyon AR, Beidas R, Mittman B, Aarons GA, Weiner BJ, Chambers DA. A systematic review of empirical studies examining mechanisms of implementation in health. Implement Sci. 2020;15(1):21. https://doi.org/10.1186/s13012-020-00983-3.

Prabh JK, Kondamuri SD, Samal S, Sen M. Knowledge of gestational diabetes mellitus among pregnant women in a semiurban hospital - A cross -sectional study. Clin Epidemiol Glob Health.2021(12). https://doi.org/10.1016/j.cegh.2021.100854.

Shriraam V, Rani MA, Sathiyasekaran BWC, Mahadevan S. Awareness of gestational diabetes mellitus among antenatal women in a primary health center in South India. Indian J Endocrinol Metab. 2013;17(1):146–8.

Article  PubMed  PubMed Central  Google Scholar 

International Association of Diabetes and Pregnancy Study Groups Consensus Panel; Metzger BE, Gabbe SG, Persson B, Buchanan TA, Catalano PA, Damm P, Dyer AR, Leiva Ad, Hod M, Kitzmiler JL, Lowe LP, McIntyre HD, Oats JJ, Omori Y, Schmidt MI. International association of diabetes and pregnancy study groups recommendations on the diagnosis and classification of hyperglycemia in pregnancy. Diabetes Care. 2010;33(3):676-82. https://doi.org/10.2337/dc09-1848.

Chambers DA, Emmons KM. Navigating the field of implementation science towards maturity: challenges and opportunities. Implementation Sci. 2024;19:26. https://doi.org/10.1186/s13012-024-01352-0.

Article  Google Scholar 

Milat AJ, King L, Bauman AE, Redman S. The concept of scalability: increasing the scale and potential adoption of health promotion interventions into policy and practice. Health Promot Int. 2013;28(3):285–98.

Article  PubMed  Google Scholar 

Aarons GA, Sklar M, Mustanski B, Benbow N, Brown CH. “Scaling-out” evidence-based interventions to new populations or new health care delivery systems. Implement Sci. 2017;12(1):111.

Article  PubMed  PubMed Central  Google Scholar 

Nilsen P, Bernhardsson S. Context matters in implementation science: a scoping review of determinant frameworks that describe contextual determinants for implementation outcomes. BMC Health Serv Res. 2019;19(1):189.

Article  PubMed  PubMed Central  Google Scholar 

Borgstede M, Scholz M. Quantitative and Qualitative Approaches to Generalization and Replication–A Representationalist View. Front Psychol. 2021Feb;5(12):605191.

Article  Google Scholar 

Snell-Rood C, Jaramillo ET, Hamilton AB, Raskin SE, Nicosia FM, Willging C. Advancing health equity through a theoretically critical implementation science. Translational behavioral medicine. 2021;11(8):1617–25.

Article  PubMed  PubMed Central  Google Scholar 

Adsul P, Shelton RC, Oh A, Moise N, Iwelunmor J, Griffith DM. Challenges and Opportunities for Paving the Road to Global Health Equity Through Implementation Science. Annu Rev Public Health. 2024;45(1):27–45. https://doi.org/10.1146/annurev-publhealth-060922-034822. (Epub 2024 Apr 3 PMID: 38166498).

Article  PubMed  Google Scholar 

Wright JL, Achieng F, Tindi L, Patil M, Boga M, Kimani M, Barsosio HC, Juma D, Kiige L, Manu A, Kariuki S, Mathai M, Nabwera HM. Design and implementation of a community-based mother-to-mother peer support programme for the follow-up of low birthweight infants in rural western Kenya. Front Pediatr. 2023;3(11):1173238. https://doi.org/10.3389/fped.2023.1173238.PMID:37465422;PMCID:PMC10352086.

Article