Early Implementation of a Patient-Centered Medical Home in Singapore: A Qualitative Study Using Theory on Diffusion of Innovations

Zoe Zon Be Lim, Mumtaz Mohamed Kadir, Mimaika Luluina Ginting, Hubertus Johannes Maria Vrijhoef, Joanne Yoong, Chek Hooi Wong, Zoe Zon Be Lim, Mumtaz Mohamed Kadir, Mimaika Luluina Ginting, Hubertus Johannes Maria Vrijhoef, Joanne Yoong, Chek Hooi Wong

Abstract

Patient-Centered Medical Home (PCMH) has been found to improve care for complex needs patients in some countries but has not yet been widely adopted in Singapore. This study explored the ground-up implementation of a PCMH in Singapore by describing change strategies and unpacking initial experience and perception. In-depth interviews were conducted for twenty-two key informants from three groups: the implementers, their implementation partners, and other providers. "Diffusion of innovations" emerged as an overarching theory to contextualize PCMH in its early implementation. Three core "innovations" differentiated the PCMH from usual primary care: (i) team-based and integrated care; (ii) empanelment; and (iii) shared care with other general practitioners. Change strategies employed to implement these innovations included repurposing pre-existing resources, building a partnership to create supporting infrastructure and pathways in the delivery system, and doing targeted outreach to introduce the PCMH. Initial experience and perception were characterized by processes to "adopt" and "assimilate" the innovations, which were identified as challenging due to less predictable, self-organizing behaviors by multiple players. To work with the inherent complexity and novelty of the innovations, time, leadership, standardized methods, direct communication, and awareness-building efforts are needed. This study was retrospectively registered (Protocol ID: NCT04594967).

Keywords: Patient-Centered Medical Home; adoption; assimilation; complex needs; implementation; innovation; primary care.

Conflict of interest statement

C.H.W. is employed by Tsao Foundation by the time following manuscript writing, but not affiliated to it at the time of study conception, data collection, data analysis, and manuscript writing. H.J.M.V. has received previous funding from Tsao Foundation as the advisor for this study and currently receiving funding for other studies. The remaining authors declare no conflict of interest. The funders had no role in the design of the study; in the collection, analyses, or interpretation of data; in the writing of the manuscript, or in the decision to publish the results.

Figures

Figure 1
Figure 1
Simplified theoretical framework on the diffusion of innovation with definitions for its key constructs. Adapted from [25].
Figure 2
Figure 2
Key themes for Innovations, Change Strategies, Initial Experience and Perception, and Lessons Learnt. TF: Tsao Foundation; RHS: Regional Health System; GPs: General Practitioners; PC: Primary Care; CM: Care Management.
Figure 3
Figure 3
The theme of assimilation emerged from the cyclical relationships between three categories (negotiation, experimentation, and adaptation). Categories were developed from clusters of related codes (examples in italics). Supporting theory (in shaded boxes, adapted from [25,50]) was used to identify categories and emerging themes.
Figure 4
Figure 4
The “hard core” and the “soft peripheries” in a complex innovation. Adapted from [25].

References

    1. World Health Organization From Alma-Ata to Astana: Primary Health Care–Reflecting on the Past, Transforming for the Future. Interim Report from the WHO European Region. Copenhagen, Denmark. 2018. [(accessed on 26 March 2021)]. Available online: .
    1. Macinko J., Starfield B., Erinosho T. The impact of primary healthcare on population health in low- and middle-income countries. J. Ambul. Care Manag. 2009;32:150–171. doi: 10.1097/JAC.0b013e3181994221.
    1. Plsek P.E., Greenhalgh T. Complexity science: The challenge of complexity in health care. BMJ. 2001;323:625–628. doi: 10.1136/bmj.323.7313.625.
    1. Loeb D.F., Binswanger I.A., Candrian C., Bayliss E.A. Primary care physician insights into a typology of the complex patient in primary care. Ann. Fam. Med. 2015;13:451–455. doi: 10.1370/afm.1840.
    1. Boult C., Wieland G.D. Comprehensive primary care for older patients with multiple chronic conditions: “Nobody rushes you through”. JAMA. 2010;304:1936–1943. doi: 10.1001/jama.2010.1623.
    1. Lewis C., Wallace E., Kyne L., Cullen W., Smith S.M. Training doctors to manage patients with multimorbidity: A systematic review. J. Comorb. 2016;6:85–94. doi: 10.15256/joc.2016.6.87.
    1. Smith S.M., O’Kelly S., O’Dowd T. GPs’ and pharmacists’ experiences of managing multimorbidity: A ‘Pandora’s box’. Br. J. Gen. Pract. 2010;60:285–294. doi: 10.3399/bjgp10X514756.
    1. Wild B., Heider D., Maatouk I., Slaets J., König H.-H., Niehoff D., Saum K.-U., Brenner H., Söllner W., Herzog W. Significance and costs of complex biopsychosocial healthcare needs in elderly people: Results of a population-based study. Psychosom. Med. 2014;76:497–502. doi: 10.1097/PSY.0000000000000080.
    1. Wammes J.J.G., van der Wees P.J., Tanke M.A.C., Westert G.P., Jeurissen P.P.T. Systematic review of high-cost patients’ characteristics and healthcare utilisation. BMJ Open. 2018;8:e023113. doi: 10.1136/bmjopen-2018-023113.
    1. Starfield B. Toward international primary care reform. CMAJ. 2009;180:1091–1092. doi: 10.1503/cmaj.090542.
    1. World Health Organization The World Health Report 2008: Primary Health Care-Now More than Ever. Geneva, Switzerland. 2008. [(accessed on 26 March 2021)]. Available online:
    1. Grumbach K., Knox M., Huang B., Hammer H., Kivlahan C., Willard-Grace R. A Longitudinal Study of Trends in Burnout During Primary Care Transformation. Ann. Fam. Med. 2019;17((Suppl. 1)):S9–S16. doi: 10.1370/afm.2406.
    1. Surendran S., Foo C.D., Tam C.H., Ho E.Q.Y., Matchar D.B., Car J., Koh G.C.H. The Missed Opportunity of Patient-Centered Medical Homes to Thrive in an Asian Context. Int J Environ Res and Public Health. 2021;18:1817. doi: 10.3390/ijerph18041817.
    1. AAFP Joint Principles of a Patient-Centered Medical Home. 2007. [(accessed on 7 September 2021)]. Available online: .
    1. Miller W.L. Patient-centered medical home (PCMH) recognition: A time for promoting innovation, not measuring standards. J. Am. Board Fam. Med. 2014;27:309–311. doi: 10.3122/jabfm.2014.03.140079.
    1. Kieber-Emmons A.M., Miller W.L. The Patient-Centered Medical Home (PCMH) Framing Typology for Understanding the Structure, Function, and Outcomes of PCMHs. J. Am. Board. Fam. Med. 2017;30:472–479. doi: 10.3122/jabfm.2017.04.170058.
    1. Hall T.L., Holtrop J.S., Dickinson L.M., Glasgow R.E. Understanding adaptations to patient-centered medical home activities: The PCMH adaptations model. Transl. Behav. Med. 2017;7:861–872. doi: 10.1007/s13142-017-0511-3.
    1. Jackson G.L., Powers B.J., Chatterjee R., Prvu Bettger J., Kemper A.R., Hasselblad V., Dolor R.J., Irvine R.J., Heidenfelder B.L., Kendrick A.S., et al. The patient centered medical home. A systematic review. Ann. Intern. Med. 2013;158:169–178. doi: 10.7326/0003-4819-158-3-201302050-00579.
    1. Agency for Healthcare Research and Quality. U.S. Department of Health & Human Services; Washington, DC, USA: 2020. [(accessed on 21 November 2020)]. Defining the PCMH. Available online: .
    1. John J.R., Jani H., Peters K., Agho K., Tannous W.K. The Effectiveness of Patient-Centred Medical Home-Based Models of Care versus Standard Primary Care in Chronic Disease Management: A Systematic Review and Meta-Analysis of Randomised and Non-Randomised Controlled Trials. Int. J. Environ. Res. Public Health. 2020;17:6886. doi: 10.3390/ijerph17186886.
    1. NCQA . Benefits of NCQA Patient-Centered Medical Home Recognition. NCQA; Washington DC, USA: 2019. [(accessed on 22 November 2020)]. Available online:
    1. Kilo C.M., Wasson J.H. Practice redesign and the patient-centered medical home: History, promises, and challenges. Health Aff. 2010;29:773–778. doi: 10.1377/hlthaff.2010.0012.
    1. Australian Medical Association . AMA Position Statement on the Medical Home. AMA; Chicago, IL, USA: 2015. [(accessed on 20 November 2020)]. Available online: .
    1. Sum G., Ho S.H., Lim Z.Z.B., Chay J., Ginting M.L., Tsao M.A., Wong C.H. Impact of a patient-centered medical home demonstration on quality of life and patient activation for older adults with complex needs in Singapore. BMC Geriatr. 2021;21:435. doi: 10.1186/s12877-021-02371-y.
    1. Greenhalgh T., Robert G., Bate P., Macfarlane F., Kyriakidou O. Diffusion of Innovations in Health Service Organisations: A Systematic Literature Review. Blackwell Publishing; Oxford, UK: 2005.
    1. Strategy Group Prime Minister’s Office Population Trends-Overview. Singapore. [(accessed on 16 June 2021)];2021 Available online: .
    1. Chan A., Malhotra R., Manap N.B., Ting Y.Y., Visaria A., Cheng G.H.-L., Goh V.S.M., Tay P.K.C., Lee J.M.L., Maulod A. Transitions in Health, Employment, Social Engagement and Intergenerational Transfers In Singapore Study (THE SIGNS Study)–I: Descriptive Statistics and Analysis of Key Aspects of Successful Ageing. Centre for Ageing Research and Education (CARE); 2018. [(accessed on 21 January 2021)]. Available online: .
    1. Lim W.S., Wong S.F., Leong I., Choo P., Pang W.S. Forging a Frailty-Ready Healthcare System to Meet Population Ageing. Int. J. Environ. Res. Public Health. 2017;14:1448. doi: 10.3390/ijerph14121448.
    1. Malhotra R., Bautista M.A.C., Müller A.M., Aw S., Koh G.C.H., Theng Y.L., Hoskins S.J., Wong C.H., Miao C., Lim W.S., et al. The Aging of a Young Nation: Population Aging in Singapore. Gerontologist. 2019;59:401–410. doi: 10.1093/geront/gny160.
    1. Ministry of Health Singapore . Reorganisation of Healthcare System into Three Integrated Clusters to Better Meet Future Care Needs. Ministry of Health; Singapore: 2017. [(accessed on 30 June 2021)]. Available online: .
    1. Khoo H.S., Lim Y.W., Vrijhoef H.J. Primary healthcare system and practice characteristics in Singapore. Asia Pac. Fam. Med. 2014;13:8. doi: 10.1186/s12930-014-0008-x.
    1. Wong C.H., Landefeld C.S. Academic geriatrics in Singapore. J. Am. Geriatr. Soc. 2011;59:2145–2150. doi: 10.1111/j.1532-5415.2011.03630.x.
    1. Tan K.B., Lee C.E. Integration of Primary Care with Hospital Services for Sustainable Universal Health Coverage in Singapore. Health Syst. Reform. 2019;5:18–23. doi: 10.1080/23288604.2018.1543830.
    1. Nurjono M., Yoong J., Yap P., Wee S.L., Vrijhoef H.J.M. Implementation of Integrated Care in Singapore: A Complex Adaptive System Perspective. Int. J. Integr. Care. 2018;18:4. doi: 10.5334/ijic.4174.
    1. Ministry of Health Singapore Primary Care Services. [(accessed on 3 June 2021)]; Available online: .
    1. Koh T.W., Tai E.S., Wee H.L., Tham T.Y., Sim K.P., Khoo Y.H.E., Wee S.T.T., Lim Y.W. Piloting the Patient-Centered Medical Home concept: Singapore’s initial experience. Int. J. Integr. Care. 2013;13 doi: 10.5334/ijic.1492.
    1. Tsao Foundation Tsao Foundation Snapshots in 2017-features, figures and financials [Internet]. Singapore: Tsao Foundation. 2017. [(accessed on 3 November 2020)]. Available online: .
    1. Lim Y.W., Ling J., Lim Z., Chia A. Family Medicine Clinic: A case study of a hospital-family medicine practice redesign to improve chronic disease care in the community in Singapore. Fam. Pract. 2018;35:612–618. doi: 10.1093/fampra/cmy007.
    1. Peh K.C. It Takes a Kampong: The Blueprint for ComSA. Tsao Foundation; Singapore: 2015. [(accessed on 25 July 2021)]. Available online: .
    1. Ng W.C. Implementing a “Community for Successful Ageing”. Tsao Foundation; Singapore: 2019. [(accessed on 25 July 2021)]. Available online: .
    1. Bearden T., Ratcliffe H.L., Sugarman J.R., Bitton A., Anaman L.A., Buckle G., Cham G., Quan D.C.W., Ismail F., Jargalsaikhan B., et al. Empanelment: A foundational component of primary health care. Gates Open Res. 2019;3:1–10. doi: 10.12688/gatesopenres.13059.1.
    1. Tsao Foundation . Community for Successful Ageing-About ComSA. Tsao Foundation; Singapore: 2020. [(accessed on 11 November 2020)]. Available online: .
    1. Hildon Z.J.-L., Tan C.S., Shiraz F., Ng W.C., Deng X., Koh G.C.H., Tan K.B., Philp I., Wiggins D., Aw S., et al. The theoretical and empirical basis of a BioPsychoSocial (BPS) risk screener for detection of older people’s health related needs, planning of community programs, and targeted care interventions. BMC Geriatr. 2018;18:49. doi: 10.1186/s12877-018-0739-x.
    1. Ministry of Health Singapore Primary Care Survey 2014 Report. [(accessed on 19 February 2020)]; Available online: .
    1. Charmaz K., Belgrave L.L. Grounded Theory. In: Ritzer G., editor. The Blackwell Encyclopedia of Sociology. Blackwell Publishing; Oxford, UK: 2007.
    1. Collins C.S., Stockton C.M. The Central Role of Theory in Qualitative Research. Int. J. Qual. Methods. 2018;17 doi: 10.1177/1609406918797475.
    1. Green J., Willis K., Hughes E., Small R., Welch N., Gibbs L., Daly J. Generating best evidence from qualitative research: The role of data analysis. Aust. N. Z. J. Public Health. 2007;31:545–550. doi: 10.1111/j.1753-6405.2007.00141.x.
    1. Morse J.M. Critical Analysis of Strategies for Determining Rigor in Qualitative Inquiry. Qual. Health Res. 2015;25:1212–1222. doi: 10.1177/1049732315588501.
    1. Jootun D., McGhee G., Marland G.R. Reflexivity: Promoting rigour in qualitative research. Nurs. Stand. 2009;23:42. doi: 10.7748/ns2009.02.23.23.42.c6800.
    1. Swanson E.B. How Is an IT Innovation Assimilated. In: Fitzgerald B., Wynn E., editors. IT Innovation for Adaptability and Competitiveness. Springer US; Boston, MA, USA: 2004. pp. 267–287.
    1. NCQA . Patient-Centered Medical Home Recognition-NCQA’s Patient-Centered Medical Home Recognition Focuses on Identifying Physician Practices that Put Patients at the Forefront of Care. NCQA; Washington, DC, USA: 2021. [(accessed on 3 June 2021)]. Available online:
    1. Agency for Healthcare Research and Quality . Tools for Implementing the PCMH [Internet] Department of Health & Human Services; Washington, DC, USA: 2021. [(accessed on 3 June 2021)]. Available online: .
    1. Taylor E.F., Machta R.M., Meyers D.S., Genevro J., Peikes D.N. Enhancing the Primary Care Team to Provide Redesigned Care: The Roles of Practice Facilitators and Care Managers. Ann. Fam. Med. 2013;11:80–83. doi: 10.1370/afm.1462.
    1. Australian Government Department of Health Health Care Homes. Commonwealth of Australia: Department of Health. [(accessed on 3 June 2021)]; Available online: .
    1. Ministry of Health Singapore Speech by Mr Gan Kim Yong, Minister for Health, at the Ministry of Health Committee of Supply Debate 2018. Ministry of Health: Singapore, 2018. [(accessed on 16 June 2021)]; Available online: .
    1. Miller B.F., Ross K.M., Davis M.M., Melek S.P., Kathol R., Gordon P. Payment reform in the patient-centered medical home: Enabling and sustaining integrated behavioral health care. Am. Psychol. 2017;72:55–68. doi: 10.1037/a0040448.
    1. Gosden T., Forland F., Kristiansen I., Sutton M., Leese B., Giuffrida A., Sergison M., Pedersen L. Capitation, salary, fee-for-service and mixed systems of payment: Effects on the behaviour of primary care physicians. Cochrane Database Syst. Rev. 2000:CD002215. doi: 10.1002/14651858.CD002215.
    1. Liu C., Eom K., Matchar D.B., Chong W.F., Chan A.W.M. Community-Based Long-Term Care Services If We Build It, Will They Come? J. Aging Health. 2016;28:307–323. doi: 10.1177/0898264315590229.
    1. Agency for Healthcare Research and Quality . Management of High-Need, High-Cost Patients: A “Best Fit” Framework Synthesis, Realist Review, and Systematic Review. Department of Health & Human Services; Washington, DC, USA: 2021. [(accessed on 19 March 2021)]. Available online: .
    1. Johnson R. Do “complex needs” need “complex needs services”?–part one. Ment. Health Social Incl. 2013;17:127–134. doi: 10.1108/MHSI-05-2013-0018.
    1. Chong J.L., Matchar D.B. Benefits of population segmentation analysis for developing health policy to promote patient-centred care. Ann Acad Med Singap. 2017;46:287–289.
    1. Low L.L., Shi Y., Kwan Y.H., Tan C.S., Thumboo J. Assessing the validity of a data driven segmentation approach: A 4 year longitudinal study of healthcare utilization and mortality. PLoS ONE. 2018;13:e0195243. doi: 10.1371/journal.pone.0195243.
    1. Chong J.L., Lim K.K., Matchar D.B. Population segmentation based on healthcare needs: A systematic review. Syst. Rev. 2019;8:202. doi: 10.1186/s13643-019-1105-6.
    1. Chong J.L., Matchar D.B., Tan Y., Sri Kumaran S., Gandhi M., Ong M.E.H., Wong K.S. Population Segmentation Based on Healthcare Needs: Validation of a Brief Clinician-Administered Tool. J. Gen. Intern. Med. 2021;36:9–16. doi: 10.1007/s11606-020-05962-4.
    1. Lim Z.Z., Shiraz F., Ng W., Vrijhoef H.J., Hildon Z.J. Recommendations for Implementing a Bio-Psycho-Social Risk Screener for Stratified Care at Older Ages. Innov. Aging. 2017;1((Suppl. 1)):535. doi: 10.1093/geroni/igx004.1892.
    1. McNellis R.J., Genevro J.L., Meyers D.S. Lessons Learned From the Study of Primary Care Transformation. Ann. Fam. Med. 2013;11((Suppl. 1)):S1–S5. doi: 10.1370/afm.1548.
    1. Solberg L.I., Crain A.L., Tillema J., Scholle S.H., Fontaine P., Whitebird R. Medical Home Transformation: A Gradual Process and a Continuum of Attainment. Ann. Fam. Med. 2013;11((Suppl. 1)):S108–S114. doi: 10.1370/afm.1478.
    1. Crabtree B.F., Nutting P.A., Miller W.L., Stange K.C., Stewart E.E., Jaén C.R. Summary of the National Demonstration Project and Recommendations for the Patient-Centered Medical Home. Ann. Fam. Med. 2010;8((Suppl. 1)):S80–S90. doi: 10.1370/afm.1107.
    1. Solberg L.I., Crain A.L., Tillema J.O., Fontaine P.L., Whitebird R.R., Flottemesch T.J., Scholle S.H., Crabtree B.F. Challenges of Medical Home Transformation Reported by 118 Patient-Centered Medical Home (PCMH) Leaders. J. Am. Board Fam. Med. 2014;27:449–457. doi: 10.3122/jabfm.2014.04.130303.
    1. Bleser W.K., Miller-Day M., Naughton D., Bricker P.L., Cronholm P.F., Gabbay R.A. Strategies for Achieving Whole-Practice Engagement and Buy-in to the Patient-Centered Medical Home. Ann. Fam. Med. 2014;12:37–45. doi: 10.1370/afm.1564.
    1. Cronholm P.F., Shea J.A., Werner R.M., Miller-Day M., Tufano J., Crabtree B.F., Gabbay R. The Patient Centered Medical Home: Mental Models and Practice Culture Driving the Transformation Process. J. Gen. Intern. Med. 2013;28:1195–1201. doi: 10.1007/s11606-013-2415-3.
    1. Tsasis P., Evans J.M., Owen S. Reframing the challenges to integrated care: A complex-adaptive systems perspective. Int. J. Integr. Care. 2012;12:e190. doi: 10.5334/ijic.843.
    1. Lanham H.J., Leykum L.K., Taylor B.S., McCannon C.J., Lindberg C., Lester R.T. How complexity science can inform scale-up and spread in health care: Understanding the role of self-organization in variation across local contexts. Soc. Sci. Med. 2013;93:194–202. doi: 10.1016/j.socscimed.2012.05.040.
    1. Braithwaite J., Churruca K., Ellis L.A., Long J., Clay-Williams R., Damen N., Herkes J., Pomare C., Ludlow K. Complexity Science in Healthcare: Aspirations, Approaches, Applications and Accomplishments-A White Paper. Australian Institute of Health Innovation, Macquarie UniversitySydney; Sydney, Australia: 2017. [(accessed on 30 July 2020)]. Available online: .
    1. Greenhalgh T., Papoutsi C. Studying complexity in health services research: Desperately seeking an overdue paradigm shift. BMC Med. 2018;16:95. doi: 10.1186/s12916-018-1089-4.
    1. Fleiszer A.R., Semenic S.E., Ritchie J.A., Richer M.-C., Denis J.-L. The sustainability of healthcare innovations: A concept analysis. J. Adv. Nurs. 2015;71:1484–1498. doi: 10.1111/jan.12633.

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