Skip to main content
  • Research article
  • Open access
  • Published:

Integration of chronic disease prevention and management services into primary care (PR1MaC): findings from an embedded qualitative study



The PR1MaC study was conducted to evaluate the integration of Chronic Disease Prevention and Management services into primary care practices and was reported effective. The aim of this study was to further explore the effects of the PR1MaC intervention on patients and their family.


We conducted a qualitative study embedded in a randomized controlled trial. The trial was implemented in eight primary health care practices in the Saguenay region, Quebec, Canada. The interdisciplinary patient-centred team-based intervention included self-management support and a motivational approach. We conducted focus groups and semi-directed individual interviews with patients, family members and healthcare professionals.


Perceived positive effects can be grouped into six major themes: awareness, improved knowledge, improved motivation and empowerment, adoption of healthy behaviours, improvement of health status and improvement of quality of life. On the negative side, some participants reported lack of sustainability of newly acquired benefits in the months following the intervention.


Integrating chronic disease prevention and management services into primary care settings had impacts on patients and their family members. These findings are consistent with findings that were reported in the quantitative study. Further studies should address longterm sustainabilility in terms of benefits for the patients.

Trial registration, no.: NCT01319656.

Peer Review reports


Primary care is where the majority of patients with chronic diseases and their family members seek care for their multiple chronic conditions [1]. Primary care practices face the challenge of providing high quality care for all patients and chronic conditions on a long-term basis. Integrating chronic disease prevention and management (CDPM) programs into primary care provides an opportunity to enhance the care of patients with chronic diseases directly in the setting where they receive their comprehensive care, while ensuring continuity [2]. CDPM programs by interdisciplinary teams are usually designed to improve outcomes for patients with chronic diseases (CD) such as self-management, adherence to medications, disease specific outcomes, quality of life or use of health care services. The PR1MaC demonstration project consisted of the integration of CDPM services into eight primary care practices in the Saguenay region, Province of Quebec, Canada [3]. The clinical intervention was developed according to the needs expressed by primary care providers, managers and decision-makers consulted prior to its deployment. CDPM services by an interdisciplinary team were added to resources already in place in the practices. Adult patients were referred by their primary care provider to the team to receive an individualized intervention. To participate to the trial, patients had to be between 18 and 75 years of age and present with at least 1 of the following chronic conditions or risk factors: diabetes, cardiovascular disease, chronic obstructive pulmonary disease, asthma, tobacco smoking, obesity, hyperlipidemia, prediabetes, sedentary lifestyle or any combination of these. Patients were required to be fluent in written and spoken French. The key elements of the intervention were: self-management support, patient-centered care, motivational approach, interprofessional collaboration and an individualized care plan. The intervention mean time was 220 min (Standard deviation (SD): 77) with a mean of 2.4 visits (SD: 1.2) over a 3 month period with trained professionals (nurse, nutritionist, kinesiologist, respiratory therapists, smoking cessation therapists) to respond to the objectives identified with the patient at the first encounter with Pr1MaC nurse. All patient encounters were on a one-to-one and face-to-face basis. Details on the intervention are provided elsewhere and summarized in the Additional file 1 [3, 4].

PR1MaC encompassed a pragmatic randomized trial with a delayed intervention group to evaluate the quantitative effects of CDPM services on patients, and a qualitative evaluation of the intervention. In the pragmatic randomized trial [4], the intervention was associated with several improvements for patients: adoption of healthy lifestyle (increased fruit and vegetable consumption, increase in physical exercise), improved emotional well-being, improved self-management and improved knowledge about the management of chronic conditions. A total of 326 patients participated to the trial. The aim of the present study was to further explore the effects of the PR1MaC intervention on patients and their family from their perspectives and those of the healthcare professionals involved in the PR1MaC intervention.



This descriptive qualitative study [5], allowed to comprehensively describe participants’ experience while minimizing researcher bias during analysis. Qualitative approaches embedded in randomized trials can be useful to identify unexpected causal mechanisms or effects [6, 7] in order to deepen our understanding, to gain the perspective of the patients receiving the intervention [8] and to corroborate the quantitative evaluation results.

Participants and recruitment

This study recruited three types of participants: patients, patients’ family members, and Pr1MaC professionals. From November 2012 to March 2013, patients having completed the intervention were recuited from the PR1MAC trial using a maximum variation sampling [9] regarding age, gender, socio-economic status and participating practices. They were contacted by phone and offered to extend their participation with this optional qualitative inquiry. Family members were identified using indirect solicitation involving the patients. Pr1MaC professionals were contacted by phone at their working place.

Data collection

Focus groups were conducted with patients 12 months after the intervention. Semi-directed face-to-face individual interviews were conducted with PR1MaC professionals in the same period. In addition family members of the patients where encountered in dyads or single interviews. The interview guides included open questions relating the perceived outcomes of the intervention developed by the research team based on the logic model accessible in the published protocol [3]. The questions were pilot tested with representatives of the different participant types. Interview guides also included questions related to the program implementation, and satisfaction regarding the program. Interviews and focus groups where conducted by two experienced research professionals. The duration of the interviews and focus group was between 30 min to 1 h. Interviews, focus groups and observer notes were audio-recorded and transcribed verbatim. Data were collected as planned even when saturation was achieved in the focus groups with patients and individual interviews with professionals.

Data analysis

The data collected from all participants (patients, family members and professionals) were analyzed using content analysis. Following an inductive approach combined with thematic analysis, these analyses were done in two steps to identify emerging themes and trends. The first step consisted of reading and analyzing the corpus. The NVivo qualitative data management software (NVivo 9.0, QSR Int. USA) was used to identify units of meaning that were subsequently grouped into nodes of information related to the same topic. The second step consisted of sorting and reviewing the coded information into categories and themes according to different contexts [9]. Two research professionals (one is co-author / BBD) performed and validated the coding under close supervision of a senior author (MCC). Credibility and trustworthiness of the analysis was ensured by using audio-recording and verbatim transcripts, by combining independent and team analysis and by triangulation with the quantitative results. This study is presented following the COREQ reporting standards (Consolidated Criteria for Reporting Qualitative Research) [10].


Characteristics of patients

Thirty-six patients accepted to participate to the qualitative study. In order to recruit this number, we had to contact 149 patients from the trial. The main reasons for refusal were: lack of time, lack of interest, health issues and personal reasons. Five family members invited by the partipating patients accepted to participate: one was interviewed and the others were seen in dyads. All 16 invited healthcare professionals accepted to participate to the interviews.

The details of the participants are described in the Table 1. Patients with multimorbidity defined as 3 chronic conditions or more, were predominantly represented in this study which is consistent with the participants of the trial [4]. Mean age of the patients was 58 in they had a mean of 5.9 chonic conditions.

Table 1 Participants of the evaluation, by interview type (n = 57)


Participants reported that the intervention had many positive effects on patients and their family members. Some negative effects were also identified. The following section presented the findings in more details. To facilitate the reading, all the quotes have been regrouped in one single table (Table 2).

Table 2 Themes and illustrative quotes

Positive effects of the intervention

These perceived positive effects were grouped into 6 major themes: awareness, improved knowledge, improved motivation and empowerment, adoption of healthy behaviours, improvement of health status and improvement of quality of life. Among these themes, the first three are identified as intermediate effects, given that they contribute to the achievement of the three others, considered as final effects.


The intervention contributed to an increased awareness among patients who had never been mobilized before in taking charge of their health (Table 2, quotes 1–5). Patients were aware of the importance of adopting and maintaining healthy lifestyle habits.

Improved motivation and empowerment

The program contributed to some patients becoming motivated and empowered to undertake a healthy shift in their lives and to change their lifestyle habits. For example, the program provided some patients with the motivation to stop smoking, and several patients to lose weight by adopting a better diet, to engage in physical activity and to resume monitoring their chronic diseases. In other cases, patients who had initiated changes in their lifestyle habits before the program acquired the motivation to maintain their positive health behaviours (Table 2, quotes 6, 7).

Improved knowledge

The program improved patient’s knowledge about the management of their chronic diseases. Many patients reported that they received advice and acquired tools to quit smoking, to adequately use their inhaler, to self-inject their insulin and take care of their diabetic foot, to eat better, to participate in physical activity and to manage their medication. The program also facilitated the acquisition of basic knowledge for patients never mobilized before. In other cases, the program allowed patients to deepen knowledge they had gained elsewhere (Table 2, quotes 8–10).

Adoption of healthy behaviour

Improved awareness, together with higher levels of knowledge, motivation and empowerment, had led patients to take charge of their health by making specific changes in their lifestyle habits.

Several participants stated that patients changed their dietary habits following the intervention. Patients reported that they had begun to read labels when shopping for groceries, to take more time to prepare meals, to eat well, to eat more fruits and vegetables, and to reduce portions. Also, they decreased their intake of certain foods and beverages (Table 2, quote 11). For some patients that had already changed their lifestyle, the program allowed them to do further changes. In terms of physical activity, participants noted that patients began exercising or increased their level of activity (Table 2, quotes 12, 13). A patient who had never before been mobilized to change his health behaviours also reported a positive experience (Table 2, quote 14).

Improvement in health status

Adopting healthy behaviours allowed patients to see concrete effects on their health. The majority of patients who had changed their health habits during the program reported positive results on their health. In this regard, several participants noted that patients were able to maintain their weight or, they managed to lose weight and reduce their waist circumference. Other participants stated that patients had better control of their blood glucose and blood pressure (hypertension), that they had improved their lipid profiles or their exercise capacity and that overall they had stabilized their chronic condition (Table 2, quote 15).

Finally, according to one patient who was previously unsuccessful with a diet, the program allowed her to lose so much weight that she thought she managed to avoid bariatric surgery (Table 2, quote 16). .

Improvement in quality of life

Participants reported positive impacts on patients’ quality of life. They noted that patients who had improved the quality of their sleep and experienced increased daily energy. Other participants stated that patients felt better about themselves; they had more self-confidence and self-esteem since they participated in the program and decided to take care of their health by adopting healthy behaviours. They added that patients felt much calmer, less stressed and anxious and that their level of guilt had decreased significantly (Table 2, quotes 17, 18).

Positive effects on family members

Some effects mentioned above were also observed among patients’ family members. In addition, the nature and extent of the intervention’s effect varied depending on the involvement or resistance to change among family members. In some families, the intervention had turned into a family issue involving all members in nutrition or physical activities. Parents or spouses made changes in health behaviours for children, wives or husbands. One Pr1MaC professional also observed contagious interest for change within certain families in terms of physical activity. In some instances, family members asked permission to come to the follow-up meeting for themselves (Table 2, quotes 19, 20).

Negative effects of the intervention

Participants also reported some negative impacts. Perceived loss of the beneficial effects of the intervention was the negative effects most frequently mentioned. According to some participants, patients needed a longer follow-up period to maintain their motivation and knowledge acquisition (Table 2, quote 21). Patients and family members also abounded in the same sense, as seen in two excerpts from a patient focus group (Table 2, quotes 22, 23). Some patients also reported a significant weight gain. This led them to stop participating in the program. Similarly, one family member said that she was convinced that her partner had also stopped participating in the program due to a gain in weight (Table 2, quotes 24, 25).

Another patient also said that his weight gain at the end of the program was due to the fact that the program had ended before he had acquired enough knowledge on dietary behaviours (Table 2, quote 26). Finally, the absence of impacts can also be considered as a negative effect. According to some participants, the intervention did not have any effect: nothing happened or it didn’t produce any change in their life (Table 2, quote 27).

The effects of the intervention seemed limited in some patients due to the fact that the members of their family were opposed to their change (Table 2, quote 28). In some families, the patient was left alone with the changes to make (Table 2, quote 29).


Overall the program intervention did positively impact patients and their family members. The intervention increased awareness and knowledge, and improved motivation and empowerment. It facilitated the adoption of health behaviours, improvement of health status and improvement of quality of life. However, negative effects were also reported among patients, including a loss of the beneficial effects of the intervention. Past experiences of patients in relation to behaviour changes, and support or resistance of the family modulated the effects of the program.

This qualitative evaluation also provided insight that strengthens the quantitative results [4]. Both qualitative and quantitative studies reported increased awareness and knowledge among patients, improvement in self-management, and the adoption of healthy behaviours, including increased fruit and vegetable consumption and physical activity, as well as health status and improvement of quality of life. Similarities between qualitative effects and quantitative effects reinforce the results. Moreover, the qualitative results complement the richness of the quantitative results. They show in detail how these quantitative results are expressed by the patients and their family members in terms of life experience and perspective. The other positive effects identified in the qualitative evaluation (improved motivation and empowerment, and improvement of health status) were not measured in the quantitative analysis of program. Thus, they enrich the results of the research of program as a whole.

These findings are consistent with what was reported in the literature on patients with chronic conditions, suggesting that the integration and application of components of the Chronic Care Model in primary care organizations can improve patient outcomes, and should be supported [3, 11,12,13]. Our findings support the idea that CDPM programs involving interdisciplinary teams working with patients and their family members may represent an effective intervention strategy to respond to the complex needs of the patients seen in primary care. Our results are particularly interesting because they come from a program targeting several chronic conditions, unlike other programs also implemented in primary care, but single disease-oriented [14,15,16,17,18,19,20,21,22,23]. The qualitative evaluation indicates that the positive effects on patients were relatively different depending on their motivation when they entered the program [24]. All positive effects identified were observed in patients who had never before been mobilized to adopt healthy behaviours. Several positive effects were also observed among patients who had initiated changes in their health behaviours before the program. The program led them to reinforce their healthy habits or to adopt new ones. For patients in the maintenance phase, the effect of the program was an improvement in knowledge and motivation to persevere. The program helped patients who were not successful in the past with finding “motivation” and to regain control and adopt healthy behaviours.

Patients with multimorbidity represent a challenge for health care systems worldwide, given their complex needs. A majority of patients in this study had 3 or more chronic conditions. The findings both from the quantitative and qualitative evaluations clearly suggest that these patients may benefit from a CDPM program involving a team of professionals integrated in primary care at least in the short term. Maintenance of benefits on a long term basis still has to be demonstrated.

Our study has limitations. The limitations of the trial have already been published in the quantitative paper [4]. Self-reporting of outcomes is proned to desirability bias that may not be completely prevented but the use of several participants types (patients, family members and professionals). In addition, with one patient recruited out of four that were solicited, it is possible that patients perceiving positive results may have been more inclined to participate to the qualitative evaluation. Focus groups may be seen as a barrier for patients to express their feeling about the intervention. However, the experience of the interviewer was an asset to build trust and to encourage participation. The small number of patient family members who participated in the evaluation may also limit our comprehensive understanding of the effects of the program on family members. There is a need for further studies on family members’ involvement in CDPM programs.

Despite those limitations, this study adds to our understanding of the potential impact of CDPM programs integrated into primary care and not targeting one specific condition or risk factor. This approach is certainly in accordance with the philosophy of generalism that characterizes primary care. PR1MaC was a demonstration project that could inspire further development. Indeed, it provides attractive avenues that could improve the impact of integrated CDPM programs. This study where the intervention was carried out over a three-month period, supports the development of longer interventions. Although it is not clear how long such intervention should be, it remains that patients need time to make significant changes particularly relating to health behaviour. Further studies should also address long-term sustainability of benefits to the patients.


These qualitative findings complement the results of the PR1MaC trial and identified positive effects beyond those reported in the quantitative study. Integrating chronic disease prevention and management programs in primary care focusing on several chronic conditions is feasible and associated with positive outcomes for the patients and to some extent to their family members. Maintaining the outcomes over time is a challenge that has yet to be addressed.



Chronic disease prevention and management


Consolidated Criteria for Reporting Qualitative Research


Standard deviation


  1. Fortin M, Stewart M, Poitras ME, et al. A systematic review of prevalence studies on multimorbidity: toward a more uniform methodology. Ann Fam Med. 2012;10:142–51.

    Article  Google Scholar 

  2. Wenger NS, Roth CP, Shekelle PG, et al. A practice-based intervention to improve primary care for falls, urinary incontinence, and dementia. J Am Geriatr Soc. 2009;57:547–55.

    Article  Google Scholar 

  3. Fortin M, Chouinard MC, Bouhali T, et al. Evaluating the integration of chronic disease prevention and management services into primary health care. BMC Health Serv Res. 2013;13:132.

    Article  Google Scholar 

  4. Fortin M, Chouinard M-C, Dubois M-F, et al. Integration of chronic disease prevention and management services into primary care: a pragmatic randomized controlled trial (PR1MaC). CMAJ Open. 2016;4:E588–98.

    Article  Google Scholar 

  5. Sandelowski M. What's in a name? Qualitative description revisited. Res Nurs Health. 2010;33:77–84.

    PubMed  Google Scholar 

  6. Moore GF, Audrey S, Barker M, et al. Process evaluation of complex interventions: Medical Research Council guidance. BMJ. 2015;350:h1258.

    Article  Google Scholar 

  7. Bonell C, Fletcher A, Morton M, et al. Realist randomised controlled trials: a new approach to evaluating complex public health interventions. Soc Sci Med. 2012;75:2299–306.

    Article  Google Scholar 

  8. Grove SK, Burns N, Gray JR. The practice of nursing research. Appraisal, synthesis, and generation of evidence. 7th ed. St-Louis: Elsevier; 2012.

    Google Scholar 

  9. Miles MB, Huberman AM, Saldaña J. Qualitative data analysis : a methods sourcebook. 3th ed. London: Sage Publications Inc.; 2014.

    Google Scholar 

  10. Tong A, Sainsbury P, Craig J. Consolidated criteria for reporting qualitative research (COREQ): a 32-item checklist for interviews and focus groups. Int J Qual Health Care. 2007;19:349–57.

    Article  Google Scholar 

  11. Bar-Yam Y, Care S. Multiscale Analysis of Medical Errors - Eliminating Errors and Improving Organizational Capabilities. In: NECSI Technical Report 2004-09-01. New England Complex Systems Institute. Cambridge: New England Complex Systems Institute; 2004.

    Google Scholar 

  12. Weingart SN, Wilson RM, Gibberd RW, et al. Epidemiology of medical error. BMJ. 2000;320:774–7.

    Article  CAS  Google Scholar 

  13. Wagner EH, Austin BT, Von Korff M. Organizing care for patients with chronic illness. Milbank Q. 1996;74:511–44.

    Article  CAS  Google Scholar 

  14. Tan WS, Ding YY, Xia WC, et al. Effects of a population-based diabetes management program in Singapore. Am J Manag Care. 2014;20:e388–98.

    PubMed  Google Scholar 

  15. Johnson C, Ruisinger JF, Bates J, et al. Impact of a community-based diabetes self-management program on key metabolic parameters. Pharm Pract (Granada). 2014;12:499.

    Article  Google Scholar 

  16. Tang PC, Overhage JM, Chan AS, et al. Online disease management of diabetes: engaging and motivating patients online with enhanced resources-diabetes (EMPOWER-D), a randomized controlled trial. J Am Med Inform Assoc. 2013;20:526–34.

    Article  Google Scholar 

  17. Hamar GB, Rula EY, Coberley C, et al. Long-term impact of a chronic disease management program on hospital utilization and cost in an Australian population with heart disease or diabetes. BMC Health Serv Res. 2015;15:174.

    Article  Google Scholar 

  18. Jain VV, Allison R, Beck SJ, et al. Impact of an integrated disease management program in reducing exacerbations in patients with severe asthma and COPD. Respir Med. 2014;108:1794–800.

    Article  Google Scholar 

  19. Housholder-Hughes SD, Ranella MJ, Dele-Michael A, et al. Evaluation of a postdischarge coronary artery disease management program. J Am Assoc Nurse Pract. 2015;27:371–8.

    PubMed  Google Scholar 

  20. Lou P, Chen P, Zhang P, et al. A COPD health management program in a community-based primary care setting: a randomized controlled trial. Respir Care. 2015;60:102–12.

    Article  Google Scholar 

  21. Bayliss EA, Bhardwaja B, Ross C, et al. Multidisciplinary team care may slow the rate of decline in renal function. Clin J Am Soc Nephrol. 2011;6:704–10.

    Article  Google Scholar 

  22. Villeneuve J, Genest J, Blais L, et al. A cluster randomized controlled trial to evaluate an ambulatory primary care management program for patients with dyslipidemia: the TEAM study. CMAJ. 2010;182:447–55.

    Article  Google Scholar 

  23. Bex SD, Boldt AS, Needham SB, et al. Effectiveness of a hypertension care management program provided by clinical pharmacists for veterans. Pharmacotherapy. 2011;31:31–8.

    Article  Google Scholar 

  24. Prochaska JO, DiClemente CC, Norcross JC. In search of how people change. Applications to addictive behaviors. Am Psychol. 1992;47:1102–14.

    Article  CAS  Google Scholar 

Download references


The authors would like to acknowledge the generous contribution of all participants including patients, their family members, and health care professionals. We also acknowledge the research team members and employees for their contributions in the conception and the conduct of the study. We acknowledge the contribution of Jean-Philippe Marquis in coding and analyzing data and Cristina Grabovschi who contributed to the manuscript at an early stage.


Martin Fortin holds the Research Chair on Chronic Diseases in Primary Care (funded by La Fondation de ma vie and Université de Sherbrooke, Sherbrooke, Que.). The authors received support from Fonds Pfizer–Fonds de Recherche du Québec en santé (FRQS)–Ministère de la Sante et des Services sociaux sur les Maladies chroniques, Centre intégré universitaire de santé et de services sociaux du Saguenay–Lac-Saint-Jean and Université du Québec à Chicoutimi. The FRQS peer reviewed the protocol and managed the funding. None of the funding entities had any role in preparing, reviewing or approving the manuscript.

Availability of data and materials

All requests should be sent to the corresponding author and subject to Ethical approval.

Author information

Authors and Affiliations



MF and MCC designed the study. The four authors (MF, MCC, TB, BBD) conducted the analysis, contributed to the writing, had full access to the data, and can take responsibility for the integrity of the data and the accuracy of the qualitative analysis. MF takes responsibility for the integrity of the work as a whole. All authors (MF, MCC, TB, BBD) have read and approved the manuscript.

Corresponding author

Correspondence to Martin Fortin.

Ethics declarations

Ethics approval and consent to participate

Approval was obtained from the Ethics Committee of the Centre de Santé et de Services Sociaux de Chicoutimi (reference number: 2010–044). All the participants completed and signed an informed consent form.

Consent for publication

Not applicable.

Competing interests

The authors declare that they have no competing interests.

Publisher’s Note

Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Additional file

Additional file 1:

Characteristics of the interventions This additional file describes details of the interventions. (DOCX 17 kb)

Rights and permissions

Open Access This article is distributed under the terms of the Creative Commons Attribution 4.0 International License (, which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver ( applies to the data made available in this article, unless otherwise stated.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Fortin, M., Chouinard, MC., Diallo, B.B. et al. Integration of chronic disease prevention and management services into primary care (PR1MaC): findings from an embedded qualitative study. BMC Fam Pract 20, 7 (2019).

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: