Skip to main content
Top
Published in: BMC Health Services Research 1/2014

Open Access 01-12-2014 | Research article

A cognitive perspective on health systems integration: results of a Canadian Delphi study

Authors: Jenna M Evans, G Ross Baker, Whitney Berta, Jan Barnsley

Published in: BMC Health Services Research | Issue 1/2014

Login to get access

Abstract

Background

Ongoing challenges to healthcare integration point toward the need to move beyond structural and process issues. While we know what needs to be done to achieve integrated care, there is little that informs us as to how. We need to understand how diverse organizations and professionals develop shared knowledge and beliefs – that is, we need to generate knowledge about normative integration. We present a cognitive perspective on integration, based on shared mental model theory, that may enhance our understanding and ability to measure and influence normative integration. The aim of this paper is to validate and improve the Mental Models of Integrated Care (MMIC) Framework, which outlines important knowledge and beliefs whose convergence or divergence across stakeholder groups may influence inter-professional and inter-organizational relations.

Methods

We used a two-stage web-based modified Delphi process to test the MMIC Framework against expert opinion using a random sample of participants from Canada’s National Symposium on Integrated Care. Respondents were asked to rate the framework’s clarity, comprehensiveness, usefulness, and importance using seven-point ordinal scales. Spaces for open comments were provided. Descriptive statistics were used to describe the structured responses, while open comments were coded and categorized using thematic analysis. The Kruskall-Wallis test was used to examine cross-group agreement by level of integration experience, current workplace, and current role.

Results

In the first round, 90 individuals responded (52% response rate), representing a wide range of professional roles and organization types from across the continuum of care. In the second round, 68 individuals responded (75.6% response rate). The quantitative and qualitative feedback from experts was used to revise the framework. The re-named “Integration Mindsets Framework” consists of a Strategy Mental Model and a Relationships Mental Model, comprising a total of nineteen content areas.

Conclusions

The Integration Mindsets Framework draws the attention of researchers and practitioners to how various stakeholders think about and conceptualize integration. A cognitive approach to understanding and measuring normative integration complements dominant cultural approaches and allows for more fine-grained analyses. The framework can be used by managers and leaders to facilitate the interpretation, planning, implementation, management and evaluation of integration initiatives.
Appendix
Available only for authorised users
Literature
1.
go back to reference Singer S, Burgers J, Friedberg M, Rosenthal M, Leape L, Schneider E: Defining and measuring integrated patient care: promoting the next frontier in health care delivery. Med Care Res Rev. 2011, 68 (1): 112-127. 10.1177/1077558710371485.CrossRefPubMed Singer S, Burgers J, Friedberg M, Rosenthal M, Leape L, Schneider E: Defining and measuring integrated patient care: promoting the next frontier in health care delivery. Med Care Res Rev. 2011, 68 (1): 112-127. 10.1177/1077558710371485.CrossRefPubMed
2.
go back to reference Bevan G, Janus K: Why hasn’t integrated health care developed widely in the United States and not at all in England?. J Health Polit Policy Law. 2011, 36 (1): 141-164. 10.1215/03616878-1191135.CrossRefPubMed Bevan G, Janus K: Why hasn’t integrated health care developed widely in the United States and not at all in England?. J Health Polit Policy Law. 2011, 36 (1): 141-164. 10.1215/03616878-1191135.CrossRefPubMed
3.
go back to reference Hudson B: Ten years of jointly commissioning health and social care in England. Int J Integr Care. 2011, 11: URN:NBN:NL:UI:10-1-101296 Hudson B: Ten years of jointly commissioning health and social care in England. Int J Integr Care. 2011, 11: URN:NBN:NL:UI:10-1-101296
4.
go back to reference Jiwani I, Fleury M: Divergent models of integration: the Canadian way. Int J Integr Care. 2011, 11: URN:NBN:NL:UI:10-1-101421 Jiwani I, Fleury M: Divergent models of integration: the Canadian way. Int J Integr Care. 2011, 11: URN:NBN:NL:UI:10-1-101421
5.
go back to reference Curry N, Ham C: Clinical and service integration: the route to improved outcomes. 2010, London: The King’s Fund Curry N, Ham C: Clinical and service integration: the route to improved outcomes. 2010, London: The King’s Fund
6.
go back to reference Kreindler S, Larson B, Wu F, Carluzzo K, Bbemudu J, Struthers A, Van Citters A, Shortell S, Nelson E, Fisher E: Interpretations of integration in early accountable care organizations. Milbank Q. 2012, 90 (3): 457-483. 10.1111/j.1468-0009.2012.00671.x.CrossRefPubMedPubMedCentral Kreindler S, Larson B, Wu F, Carluzzo K, Bbemudu J, Struthers A, Van Citters A, Shortell S, Nelson E, Fisher E: Interpretations of integration in early accountable care organizations. Milbank Q. 2012, 90 (3): 457-483. 10.1111/j.1468-0009.2012.00671.x.CrossRefPubMedPubMedCentral
7.
go back to reference Ling T, Brereton L, Conklin A, Newbould J, Roland M: Barriers and facilitators to integrating care: experiences from the English Integrated Care Pilots. Int J Integr Care. 2012, 12: URN:NBN:NL:UI:10-1-113730 Ling T, Brereton L, Conklin A, Newbould J, Roland M: Barriers and facilitators to integrating care: experiences from the English Integrated Care Pilots. Int J Integr Care. 2012, 12: URN:NBN:NL:UI:10-1-113730
8.
go back to reference Pate J, Fischbacher M, Mackinnon J: Health improvement: countervailing pillars of partnership and profession. J Health Organ Manag. 2010, 24 (2): 200-217.CrossRefPubMed Pate J, Fischbacher M, Mackinnon J: Health improvement: countervailing pillars of partnership and profession. J Health Organ Manag. 2010, 24 (2): 200-217.CrossRefPubMed
10.
go back to reference Cameron K, Ettington D: The conceptual foundations of organizational culture. Higher education handbook of theory and research. Edited by: Smart J. 1988, New York: Agathon Press, 356-396. Cameron K, Ettington D: The conceptual foundations of organizational culture. Higher education handbook of theory and research. Edited by: Smart J. 1988, New York: Agathon Press, 356-396.
11.
go back to reference Friedman L, Goes J: Why integrated health networks have failed. Front Health Serv Manage. 2001, 17 (4): 3-54.PubMed Friedman L, Goes J: Why integrated health networks have failed. Front Health Serv Manage. 2001, 17 (4): 3-54.PubMed
12.
go back to reference Suter E, Oelke N, Adair C, Armitage G: Ten key principles for successful health systems integration. Healthc Q. 2009, 13 (Sp): 16-23. 10.12927/hcq.2009.21092.CrossRefPubMedPubMedCentral Suter E, Oelke N, Adair C, Armitage G: Ten key principles for successful health systems integration. Healthc Q. 2009, 13 (Sp): 16-23. 10.12927/hcq.2009.21092.CrossRefPubMedPubMedCentral
13.
14.
go back to reference Parmelli E, Flodgren G, Beyer F, Baillie N, Schaafsma M, Eccles M: The effectiveness of strategies to change organisational culture to improve healthcare performance: a systematic review. Implementation Sci. 2011, 6 (1): 33-40. 10.1186/1748-5908-6-33.CrossRef Parmelli E, Flodgren G, Beyer F, Baillie N, Schaafsma M, Eccles M: The effectiveness of strategies to change organisational culture to improve healthcare performance: a systematic review. Implementation Sci. 2011, 6 (1): 33-40. 10.1186/1748-5908-6-33.CrossRef
15.
go back to reference Mohammed S, Ferzandi L, Hamilton K: Metaphor no more: a 15-year review of the team mental model construct. J Air Waste Manage Assoc. 2010, 36 (4): 876-910. Mohammed S, Ferzandi L, Hamilton K: Metaphor no more: a 15-year review of the team mental model construct. J Air Waste Manage Assoc. 2010, 36 (4): 876-910.
16.
go back to reference Fiske S, Taylor S: Social cognition. 1991, New York, NY: McGraw-Hill Fiske S, Taylor S: Social cognition. 1991, New York, NY: McGraw-Hill
17.
go back to reference Cannon-Bowers J, Salas E, Converse S: Shared mental models in expert team decision-making. Current Issues in Individual and Group Decision Making. Edited by: Castellan NJJr. 1993, Hillsdale, NJ: Erlbaum, 221-246. Cannon-Bowers J, Salas E, Converse S: Shared mental models in expert team decision-making. Current Issues in Individual and Group Decision Making. Edited by: Castellan NJJr. 1993, Hillsdale, NJ: Erlbaum, 221-246.
18.
go back to reference Defillippi R, Ornstein S: Psychological perspectives underlying theories of organizational learning. The Blackwell handbook of organizational learning and knowledge management. Edited by: Easterby-Smith M, Lyles M. 2003, Cambridge, MA: Blackwell Publishing Ltd, 19-37. Defillippi R, Ornstein S: Psychological perspectives underlying theories of organizational learning. The Blackwell handbook of organizational learning and knowledge management. Edited by: Easterby-Smith M, Lyles M. 2003, Cambridge, MA: Blackwell Publishing Ltd, 19-37.
19.
go back to reference Korte R, Chermack T: Changing organizational culture with scenario planning. Futures. 2007, 39 (6): 645-656. 10.1016/j.futures.2006.11.001.CrossRef Korte R, Chermack T: Changing organizational culture with scenario planning. Futures. 2007, 39 (6): 645-656. 10.1016/j.futures.2006.11.001.CrossRef
20.
go back to reference Evans JM, Baker GR: Shared mental models of integrated care: aligning multiple stakeholder perspectives. J Health Organ Manag. 2012, 26 (6): 713-736. 10.1108/14777261211276989.CrossRefPubMed Evans JM, Baker GR: Shared mental models of integrated care: aligning multiple stakeholder perspectives. J Health Organ Manag. 2012, 26 (6): 713-736. 10.1108/14777261211276989.CrossRefPubMed
21.
go back to reference Lau C, Kilbourne L, Woodman R: A shared schema approach to understanding organizational cultural change. Res Organ Change Dev. 2003, 14: 225-256.CrossRef Lau C, Kilbourne L, Woodman R: A shared schema approach to understanding organizational cultural change. Res Organ Change Dev. 2003, 14: 225-256.CrossRef
22.
go back to reference DeChurch L, Mesmer-Magnus J: The cognitive underpinnings of effective teamwork: a meta-analysis. J Appl Psychol. 2010, 95 (1): 32-53.CrossRefPubMed DeChurch L, Mesmer-Magnus J: The cognitive underpinnings of effective teamwork: a meta-analysis. J Appl Psychol. 2010, 95 (1): 32-53.CrossRefPubMed
23.
go back to reference DeChurch L, Mesmer-Magnus J: Measuring shared team mental models: a meta-analysis. Group Dyn Theory Res Pract. 2010, 14 (1): 1-14.CrossRef DeChurch L, Mesmer-Magnus J: Measuring shared team mental models: a meta-analysis. Group Dyn Theory Res Pract. 2010, 14 (1): 1-14.CrossRef
24.
go back to reference Okhuysen G, Bechky B: Coordination in organizations: an integrative perspective. Acad Manag Ann. 2009, 3 (1): 463-502. 10.1080/19416520903047533.CrossRef Okhuysen G, Bechky B: Coordination in organizations: an integrative perspective. Acad Manag Ann. 2009, 3 (1): 463-502. 10.1080/19416520903047533.CrossRef
25.
go back to reference Kellermanns F, Walter J, Floyd S, Lechner C, Shaw J: To agree or not to agree? A meta-analytic review of strategic consensus and organizational performance. J Bus Res. 2011, 64 (2): 126-133. 10.1016/j.jbusres.2010.02.004.CrossRef Kellermanns F, Walter J, Floyd S, Lechner C, Shaw J: To agree or not to agree? A meta-analytic review of strategic consensus and organizational performance. J Bus Res. 2011, 64 (2): 126-133. 10.1016/j.jbusres.2010.02.004.CrossRef
26.
go back to reference Fiol C: Consensus, diversity, and learning in organizations. Organ Sci. 1994, 5 (3): 403-420. 10.1287/orsc.5.3.403.CrossRef Fiol C: Consensus, diversity, and learning in organizations. Organ Sci. 1994, 5 (3): 403-420. 10.1287/orsc.5.3.403.CrossRef
27.
go back to reference Best A, Holmes B: Systems thinking, knowledge and action: towards better models and methods. Evid Policy. 2010, 6 (2): 145-149. 10.1332/174426410X502284.CrossRef Best A, Holmes B: Systems thinking, knowledge and action: towards better models and methods. Evid Policy. 2010, 6 (2): 145-149. 10.1332/174426410X502284.CrossRef
28.
go back to reference Kellermanns F, Walter J, Lechner C, Floyd S: The lack of consensus about strategic consensus: advancing theory and research. J Air Waste Manage Assoc. 2005, 31 (5): 719-737. Kellermanns F, Walter J, Lechner C, Floyd S: The lack of consensus about strategic consensus: advancing theory and research. J Air Waste Manage Assoc. 2005, 31 (5): 719-737.
29.
go back to reference Paroutis S, Pettigrew A: Strategizing in the multi-business firm: strategy teams at multiple levels and over time. Hum Relations. 2007, 60 (1): 99-135. 10.1177/0018726707075285.CrossRef Paroutis S, Pettigrew A: Strategizing in the multi-business firm: strategy teams at multiple levels and over time. Hum Relations. 2007, 60 (1): 99-135. 10.1177/0018726707075285.CrossRef
30.
go back to reference Hysong S, Best R, Pugh J, Moore F: Not of one mind: mental models of clinical practice guidelines in the veterans health administration. Health Serv Res. 2005, 40 (3): 829-848. 10.1111/j.1475-6773.2005.00387.x.CrossRefPubMedPubMedCentral Hysong S, Best R, Pugh J, Moore F: Not of one mind: mental models of clinical practice guidelines in the veterans health administration. Health Serv Res. 2005, 40 (3): 829-848. 10.1111/j.1475-6773.2005.00387.x.CrossRefPubMedPubMedCentral
31.
go back to reference Vlaar P, Van de Bosch F, Volberda H: Coping with problems of understanding in interorganizational relationships: using formalization as a means to make sense. Organ Stud. 2006, 27 (11): 1617-1638. 10.1177/0170840606068338.CrossRef Vlaar P, Van de Bosch F, Volberda H: Coping with problems of understanding in interorganizational relationships: using formalization as a means to make sense. Organ Stud. 2006, 27 (11): 1617-1638. 10.1177/0170840606068338.CrossRef
32.
go back to reference Abrahamson E, Fombrum C: Macrocultures: Determinants and consequences. Acad Manag Rev. 1994, 19 (4): 728-755. Abrahamson E, Fombrum C: Macrocultures: Determinants and consequences. Acad Manag Rev. 1994, 19 (4): 728-755.
33.
go back to reference Phillips M: Industry mind-sets: exploring cultures of two macro-organizational settings. Organ Sci. 1994, 5 (3): 384-402. 10.1287/orsc.5.3.384.CrossRef Phillips M: Industry mind-sets: exploring cultures of two macro-organizational settings. Organ Sci. 1994, 5 (3): 384-402. 10.1287/orsc.5.3.384.CrossRef
34.
go back to reference Thornton P, Ocasio W: Institutional logics. The SAGE Handbook of Organizational Institutionalism. Edited by: Greenwood R, Oliver C, Sahlin K, Suddaby R. 2008, London: Sage, 99-129.CrossRef Thornton P, Ocasio W: Institutional logics. The SAGE Handbook of Organizational Institutionalism. Edited by: Greenwood R, Oliver C, Sahlin K, Suddaby R. 2008, London: Sage, 99-129.CrossRef
35.
go back to reference Mullen P: Delphi: myths and reality. J Health Organ Manag. 2003, 17 (1): 37-52. 10.1108/14777260310469319.CrossRefPubMed Mullen P: Delphi: myths and reality. J Health Organ Manag. 2003, 17 (1): 37-52. 10.1108/14777260310469319.CrossRefPubMed
36.
go back to reference Dillman D: Mail and internet surveys: the tailored design method. 2000, New York: John Wiley and Sons, Inc Dillman D: Mail and internet surveys: the tailored design method. 2000, New York: John Wiley and Sons, Inc
37.
go back to reference Gillies R, Shortell S, Anderson D, Mitchell J, Morgan K: Conceptualizing and measuring integration: findings from the health systems integration study. Hosp Health Serv Adm. 1993, 38 (4): 467-489.PubMed Gillies R, Shortell S, Anderson D, Mitchell J, Morgan K: Conceptualizing and measuring integration: findings from the health systems integration study. Hosp Health Serv Adm. 1993, 38 (4): 467-489.PubMed
39.
go back to reference Washington M, Hacker M: Why change fails: knowledge counts. Leadersh Organ Dev J. 2005, 26 (5): 400-411. 10.1108/01437730510607880.CrossRef Washington M, Hacker M: Why change fails: knowledge counts. Leadersh Organ Dev J. 2005, 26 (5): 400-411. 10.1108/01437730510607880.CrossRef
40.
go back to reference Evans JM, Baker GR, Berta W, Barnsley J: The evolution of integrated health care strategies. Annual Review of Health Care Management: Revisiting the Evolution of Health Systems Organization (Advances in Health Care Management, Volume 15). Edited by: Goes J, Savage G, Friedman L. 2013, Bingley, UK: Emerald Group Publishing Limited, 125-162. Evans JM, Baker GR, Berta W, Barnsley J: The evolution of integrated health care strategies. Annual Review of Health Care Management: Revisiting the Evolution of Health Systems Organization (Advances in Health Care Management, Volume 15). Edited by: Goes J, Savage G, Friedman L. 2013, Bingley, UK: Emerald Group Publishing Limited, 125-162.
42.
go back to reference Best A, Greenhalgh T, Lewis S, Saul J, Carroll S, Bitz J: Large-system transformation in health care: a realist review. Milbank Q. 2012, 90 (3): 421-456. 10.1111/j.1468-0009.2012.00670.x.CrossRefPubMedPubMedCentral Best A, Greenhalgh T, Lewis S, Saul J, Carroll S, Bitz J: Large-system transformation in health care: a realist review. Milbank Q. 2012, 90 (3): 421-456. 10.1111/j.1468-0009.2012.00670.x.CrossRefPubMedPubMedCentral
43.
go back to reference Holt D, Vardaman J: Towards a comprehensive understanding of readiness for change: The case for an expanded conceptualization. J Change Manag. 2013, 13 (1): 9-18. 10.1080/14697017.2013.768426.CrossRef Holt D, Vardaman J: Towards a comprehensive understanding of readiness for change: The case for an expanded conceptualization. J Change Manag. 2013, 13 (1): 9-18. 10.1080/14697017.2013.768426.CrossRef
44.
go back to reference Oreg S, Vakola M, Armenakis A: Change recipients’ reactions to organizational change: A 60-year review of quantitative studies. J Appl Behav Sci. 2011, 47 (4): 461-524. 10.1177/0021886310396550.CrossRef Oreg S, Vakola M, Armenakis A: Change recipients’ reactions to organizational change: A 60-year review of quantitative studies. J Appl Behav Sci. 2011, 47 (4): 461-524. 10.1177/0021886310396550.CrossRef
45.
go back to reference Huber G, Lewis K: Cross-understanding: Implications for group cognition and performance. Acad Manag Rev. 2010, 35 (1): 6-26.CrossRef Huber G, Lewis K: Cross-understanding: Implications for group cognition and performance. Acad Manag Rev. 2010, 35 (1): 6-26.CrossRef
46.
go back to reference Martin G, Weaver S, Currie G, Finn R, McDonald R: Innovation sustainability in challenging health-care contexts: Embedding clinically led change in routine practice. Health Serv Manag Res. 2012, 25 (4): 190-199. 10.1177/0951484812474246.CrossRef Martin G, Weaver S, Currie G, Finn R, McDonald R: Innovation sustainability in challenging health-care contexts: Embedding clinically led change in routine practice. Health Serv Manag Res. 2012, 25 (4): 190-199. 10.1177/0951484812474246.CrossRef
47.
go back to reference Waring J, Bishop S: Lean healthcare: Rhetoric, ritual and resistance. Soc Sci Med. 2010, 71 (7): 1332-1340. 10.1016/j.socscimed.2010.06.028.CrossRefPubMed Waring J, Bishop S: Lean healthcare: Rhetoric, ritual and resistance. Soc Sci Med. 2010, 71 (7): 1332-1340. 10.1016/j.socscimed.2010.06.028.CrossRefPubMed
48.
go back to reference Weick K: The Social Psychology of Organizing. 1979, New York, NY: McGraw Hill, 2 Weick K: The Social Psychology of Organizing. 1979, New York, NY: McGraw Hill, 2
49.
go back to reference Weick K, Sutcliffe K, Obstfeld D: Organizing and the process of sensemaking. Organ Sci. 2005, 16 (4): 409-421. 10.1287/orsc.1050.0133.CrossRef Weick K, Sutcliffe K, Obstfeld D: Organizing and the process of sensemaking. Organ Sci. 2005, 16 (4): 409-421. 10.1287/orsc.1050.0133.CrossRef
Metadata
Title
A cognitive perspective on health systems integration: results of a Canadian Delphi study
Authors
Jenna M Evans
G Ross Baker
Whitney Berta
Jan Barnsley
Publication date
01-12-2014
Publisher
BioMed Central
Published in
BMC Health Services Research / Issue 1/2014
Electronic ISSN: 1472-6963
DOI
https://doi.org/10.1186/1472-6963-14-222

Other articles of this Issue 1/2014

BMC Health Services Research 1/2014 Go to the issue

Reviewer acknowledgement

Reviewer acknowledgement 2013