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Emary PC, Stuber KJ. A commentary on the use of mixed methods in chiropractic research: Part 1: overview of mixed methods research. THE JOURNAL OF THE CANADIAN CHIROPRACTIC ASSOCIATION 2024; 68:8-15. [PMID: 38840967 PMCID: PMC11149688] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Subscribe] [Scholar Register] [Indexed: 06/07/2024]
Abstract
We recently each completed doctoral programs where the major focus of our work was in mixed methods research. In the first part of this three-part commentary, we present an overview of mixed methods research. In the second part, we present a summary of our primary and secondary research findings from our doctoral work involving mixed methods. In a third paper, we will discuss integrating qualitative research with randomized controlled trials and how this mixed methods study design can be applied to research within the chiropractic profession. Our aim with these papers is to increase awareness amongst the chiropractic community of the value (and challenges) of using this unique methodology. We also make recommendations for improving the quality of reporting and conduct of future chiropractic mixed methods studies. Further dissemination of this work will occur through online webinars and conference presentations.
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Affiliation(s)
- Peter C. Emary
- Michael G. DeGroote Institute for Pain Research and Care, McMaster University, Hamilton, Ontario
- Chiropractic Department, D’Youville University, Buffalo, New York
- Private Practice, Langs Community Health Centre, Cambridge, Ontario
| | - Kent J. Stuber
- Parker University Research Center, Parker University, Dallas, Texas
- Division of Research and Innovation, Canadian Memorial Chiropractic College, Toronto, Ontario
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Emary PC, Brown AL, Oremus M, Mbuagbaw L, Cameron DF, DiDonato J, Busse JW. The association between chiropractic integration in an Ontario community health centre and continued prescription opioid use for chronic non-cancer spinal pain: a sequential explanatory mixed methods study. BMC Health Serv Res 2022; 22:1313. [PMID: 36329472 PMCID: PMC9635131 DOI: 10.1186/s12913-022-08632-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/28/2022] [Revised: 10/01/2022] [Accepted: 10/05/2022] [Indexed: 11/06/2022] Open
Abstract
BACKGROUND Emerging evidence suggests that access to chiropractic care may reduce the likelihood of initiating an opioid prescription for spinal pain; however, the impact of chiropractic care for patients already prescribed opioids is uncertain. We undertook a sequential explanatory mixed methods study to evaluate the association between initiating chiropractic care and continued opioid use among adult patients attending an Ontario community health centre (CHC) and receiving opioid therapy for chronic non-cancer spinal pain. METHODS We conducted a retrospective cohort study of 210 patient records between January 1, 2014 and December 31, 2020. We used generalized estimating equations, adjusted for patient demographics, co-morbidities, visit frequency, and calendar year, to evaluate the association between receipt versus non-receipt of chiropractic services and continued opioid use (e.g., unique opioid fills, number of refills, and dosages) up to one year following the index chiropractic visit. We also completed follow-up interviews with 14 patients and nine general practitioners from the CHC and integrated these data with our quantitative findings. RESULTS Over 12-month follow-up, there were lower rates of opioid fills (incidence rate ratio [IRR] = 0.66; 95% confidence interval [CI], 0.52-0.83) and refills (IRR = 0.27; 95% CI, 0.17-0.42) among chiropractic recipients (n = 49) versus non-recipients (n = 161). Although patients who did and did not receive chiropractic care began the study with the same dose of opioids, recipients were less likely to be prescribed higher-dose opioids (i.e., ≥ 50 mg morphine equivalents daily) compared to non-recipients at three months (odds ratio [OR] = 0.14; 95% CI, 0.04-0.47), six months (OR = 0.14; 95% CI, 0.05-0.40), nine months (OR = 0.19; 95% CI, 0.07-0.57), and 12 months (OR = 0.22; 95% CI, 0.08-0.62). Interviews suggested that patient self-efficacy, limited effectiveness of opioids for chronic pain, stigma regarding use of opioids, and access to chiropractic treatment were important influencing factors. CONCLUSION We found that continued prescription opioid use among patients with chronic non-cancer spinal pain who received chiropractic care was lower than in patients who did not receive chiropractic care. Four themes emerged in our qualitative interviews to help provide a richer understanding of this association. Randomized controlled trials are needed to establish the effect of chiropractic care on opioid use for chronic spinal pain.
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Affiliation(s)
- Peter C Emary
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, ON, Canada.
- Chiropractic Department, D'Youville University, Buffalo, NY, USA.
- Private Practice, 1145 Concession Road, N3H 4L5, Cambridge, ON, Canada.
| | - Amy L Brown
- Private Practice, 1145 Concession Road, N3H 4L5, Cambridge, ON, Canada
| | - Mark Oremus
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, ON, Canada
- School of Public Health Sciences, University of Waterloo, Waterloo, ON, Canada
| | - Lawrence Mbuagbaw
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, ON, Canada
- Biostatistics Unit, Father Sean O'Sullivan Research Centre, St. Joseph's Healthcare- Hamilton, Hamilton, ON, Canada
- Centre for the Development of Best Practices in Health, Yaundé, Cameroon
- Division of Global Health, Stellenbosch University, Stellenbosch, South Africa
| | - Douglas F Cameron
- Private Practice, 1145 Concession Road, N3H 4L5, Cambridge, ON, Canada
| | - Jenna DiDonato
- Chiropractic Department, D'Youville University, Buffalo, NY, USA
| | - Jason W Busse
- Department of Health Research Methods, Evidence and Impact, McMaster University, Hamilton, ON, Canada
- Department of Anesthesia, McMaster University, Hamilton, ON, Canada
- Michael G. DeGroote National Pain Centre, McMaster University, Hamilton, ON, Canada
- Chronic Pain Centre of Excellence for Canadian Veterans, Hamilton, ON, Canada
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Emary PC, Brown AL, Oremus M, Mbuagbaw L, Cameron DF, DiDonato J, Busse JW. Association of Chiropractic Care With Receiving an Opioid Prescription for Noncancer Spinal Pain Within a Canadian Community Health Center: A Mixed Methods Analysis. J Manipulative Physiol Ther 2022; 45:235-247. [PMID: 36008170 DOI: 10.1016/j.jmpt.2022.06.009] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Revised: 06/30/2022] [Accepted: 06/30/2022] [Indexed: 10/15/2022]
Abstract
OBJECTIVE The purpose of this study was to examine the association between receipt of chiropractic services and initiating a prescription for opioids among adult patients with noncancer spinal pain in a Canadian community health center. METHODS In this sequential explanatory mixed methods analysis, we conducted a retrospective study of 945 patient records (January 2014 to December 2020) and completed interviews with 14 patients and 9 general practitioners. We used Cox proportional hazards regression analyses, adjusted for patient demographics, comorbidities, visit frequency, and calendar year to evaluate the association between receipt of chiropractic care and time to first opioid prescription up to 1 year after presentation. Qualitative data were analyzed thematically and integrated with our quantitative findings. RESULTS There were 24% of patients (227 of 945) with noncancer spinal pain who received a prescription for opioids. The risk of initiating a prescription for opioids at 1 year after presentation was 52% lower in chiropractic recipients vs nonrecipients (hazard ratio [HR], 0.48; 99% confidence interval [CI], 0.29-0.77) and 71% lower in patients who received chiropractic services within 30 days of their index visit (HR, 0.29; 99% CI, 0.13-0.68). Patients whose index visit date was in a more recent calendar year were also less likely to receive opioids (HR, 0.86; 99% CI, 0.76-0.97). Interviews suggested that self-efficacy, access to chiropractic services, opioid stigma, and treatment impact were influencing factors. CONCLUSION Patients with noncancer spinal pain who received chiropractic care were less likely to obtain a prescription for opioids than patients who did not receive chiropractic care.
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Affiliation(s)
- Peter C Emary
- Department of Health Research Methods, Evidence and Impact, McMaster University, Waterloo, Ontario, Canada; Chiropractic Department, D'Youville University, Buffalo, New York; Private practice, Cambridge, Ontario, Canada.
| | - Amy L Brown
- Private practice, Cambridge, Ontario, Canada
| | - Mark Oremus
- Department of Health Research Methods, Evidence and Impact, McMaster University, Waterloo, Ontario, Canada; School of Public Health Sciences, University of Waterloo, Waterloo, Ontario, Canada
| | - Lawrence Mbuagbaw
- Department of Health Research Methods, Evidence and Impact, McMaster University, Waterloo, Ontario, Canada; Biostatistics Unit, Father Sean O'Sullivan Research Centre, St. Joseph's Healthcare-Hamilton, Hamilton, Ontario, Canada; Centre for the Development of Best Practices in Health, Division of Global Health, Stellenbosch University, Stellenbosch, South Africa
| | | | - Jenna DiDonato
- Chiropractic Department, D'Youville University, Buffalo, New York
| | - Jason W Busse
- Department of Health Research Methods, Evidence and Impact, McMaster University, Waterloo, Ontario, Canada; Department of Anesthesia, McMaster University, Waterloo, Ontario, Canada; Michael G. DeGroote National Pain Centre, McMaster University, Hamilton, Ontario, Canada; Chronic Pain Centre of Excellence for Canadian Veterans, Hamilton, Ontario, Canada
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