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Manual therapists during the COVID-19 pandemic in Sweden: The CAMP Cohort Study
Sophiahemmet University.ORCID iD: 0000-0002-1814-020x
2025 (English)Doctoral thesis, comprehensive summary (Other academic)
Abstract [en]

Background: The COVID-19 pandemic posed unprecedented challenges to healthcare systems worldwide, with most research and media focus placed on acute care settings. However, healthcare professionals working outside hospital environments, such as manual therapists, also faced challenges amidst the pandemic. Considering manual therapists work in close contact with their patients during treatment, the pandemic potentially posed work environmental, and infection control challenges. Further, the pandemic posed potential threats to the therapists’ individual health directly through infection risk, and indirectly through occupational stress, disruptions in routines and social activities, and the stressors related to the pandemic at large. Most manual therapists in Sweden are private practitioners in the form owner operated businesses, working outside of the conventional healthcare – and may suffer economic hardship due to patient cancellations considering public health recommendations of social distancing.

Overall aim and methods: This thesis investigated the impact of the COVID-19 pandemic on manual therapists in Sweden, including chiropractors and naprapaths, in terms of their health, lifestyle, work environment, and business. The research is based on the CAMP cohort, a nationwide study of 816 manual therapists (46% women, mean age 44 SD 11) who were followed through four web-based surveys conducted between November 2020 and November 2021. Five sub studies form the basis of this thesis.

Study I-V: In study I, the aim was to describe the prevalence of psychological distress, and musculoskeletal pain, as well as factors associated with these health problems. The study was of crosssectional design, and used data from the baseline survey collected in November 2020, during the second wave of the COVID-19 pandemic in Sweden. The sample was based on 762 participants with valid data on psychological distress, and musculoskeletal pain. The vast majority had no/normal levels of psychological distress symptoms. Nonetheless, musculoskeletal pain problems were highly prevalent in the sample. Pain was most commonly reported in the neck, low back, upper back, and shoulders. Activity-limiting pain were most prevalent in the low back, and wrists/hands. Business owners with a reduced revenue, those residing in a municipality with a high spread of infection, and those reporting clinical disruptions due to the pandemic had higher levels psychological distress.

In study II, the aim was to assess the one-year trajectories of psychological distress, and of spinal pain intensity, and whether participant characteristics were associated with trajectory membership. The study was of cohort design, using psychological distress, and spinal pain intensity data from all four time-points over the one-year period. The study sample was 775 for psychological distress trajectories, and 779 for spinal pain intensity trajectories. The vast majority of participants had no or minimal symptoms of psychological distress, stable throughout the study. Whilst most of the participants also reported no/low spinal pain intensity during the one year period, a quarter reported fluctuating or moderate-stable pain intensity levels. Those reporting with impaired sleep, inadequate physical activity, and maladaptive coping had a higher probability of worse spinal pain trajectories.

In study III, the aim was to assess changes in health, lifestyle, and psychological factors, and potential differences with regards to age, sex, and business constellation. The study was of mixed methods design, using data from the baseline, 6-month follow-up, and 12-month follow-up surveys. Quantitative data on physical activity, sedentary time, impaired sleep, tobacco use, alcohol consumption, coping strategies, COVID-19-related worries, as well qualitative data in the form of free-text responses were analyzed over time. The study sample consisted of all 816 manual therapists in the CAMP cohort. The therapists maintained good lifestyle habits and other health aspects, with little change over the one-year period. The participants were conscientious regarding different health promotion activities, including exercise, nutrition, sleep, stress management and social activities.

In study IV, the aim was to examine the clinical activity, and business impact due to disruptions caused by the pandemic, in manual therapy business owners. The study was of cohort design and used data from all four time-points in the CAMP cohort. The study sample consisted of 443 clinically active manual therapists who reported being business owners. Clinical activity, business disruptions, and turnover was measured over time. Half of the participants reported a decreased business turnover, disruptions due to the pandemic was common, and associated with reduced clinical activity. Those with decreased turnover early tended to remain with decreased turnover over time. Also, receiving governmental economic support was also associated with reduced turnover. The therapists reported adapting their practices to cutting costs, and finding alternative revenue sources.

In study V, the aim was to describe the work environment and practices of manual therapists during a year of the pandemic. The study was of mixed methods design, using quantitative data on various work environmental aspects including infection control competency, protective equipment availability, ability to comply with official recommendations, and perceived ability to provide adequate care. Qualitative data included answers to free-text questions related to their work situation during the pandemic. All 816 participants of the CAMP cohort formed the study sample. Infection control competency, protective equipment availability, and ability to provide adequate care during the pandemic improved over time. The therapists adapted their practices and adjusted their routines to comply to recommendations. Further, many experienced a decrease in patient numbers, the inability to care for vulnerable patient groups, and less personalized care.

Overall conclusions: Manual therapists in Sweden maintained good mental health with low symptoms of psychological distress throughout the pandemic. However, a considerable proportion suffered from musculoskeletal problems, primarily back pain – associated with lifestyle and psychological factors. The therapists were conscientious regarding health promotion and maintained good lifestyle habits with minimal changes during the pandemic. The pandemic disrupted therapists’ businesses in terms of clinical activity and economic turnover. However, they showed resilience amidst the challenges imposed by adapting their practices, including cost cutting, and finding alternative revenue sources for their business to persist. Despite the work environment challenges encountered by manual therapists, including infection control competency, protective equipment availability, and changes in clinical routines, they reported being able to deliver adequate patient care by adapting treatment given to conform to official recommendations.

Place, publisher, year, edition, pages
Stockholm: Sophiahemmet, 2025. , p. 75 [86]
Series
Sophiahemmet University Dissertations, ISSN 2004-7479, E-ISSN 2004-7460 ; 11
National Category
Health Sciences
Identifiers
URN: urn:nbn:se:shh:diva-5737ISBN: 978-91-988735-0-4 (print)ISBN: 978-91-988735-1-1 (electronic)OAI: oai:DiVA.org:shh-5737DiVA, id: diva2:1966242
Public defence
2025-08-29, Erforssalen, Sophiahemmet Högskola, Valhallavägen 91, hus R, Stockholm, 09:00 (English)
Opponent
Supervisors
Available from: 2025-06-10 Created: 2025-06-10 Last updated: 2025-09-15Bibliographically approved
List of papers
1. Psychological distress and musculoskeletal pain in manual therapists during the second wave of the COVID-19 pandemic in Sweden: A cross-sectional study
Open this publication in new window or tab >>Psychological distress and musculoskeletal pain in manual therapists during the second wave of the COVID-19 pandemic in Sweden: A cross-sectional study
2023 (English)In: Chiropractic and Manual Therapies, E-ISSN 2045-709X, Vol. 31, article id 34Article in journal (Refereed) Published
Abstract [en]

BACKGROUND: The COVID-19 pandemic had an unprecedented impact on healthcare, and the health of healthcare workers has been subject of much research. However, studies of health-related factors in manual therapists during the COVID-19 pandemic are scarce. Research in this field can provide valuable insights for future crises policy and guidelines, including in regions where the public health response to COVID-19 contrasts with that of most other international jurisdictions. The aim was to describe the prevalence of psychological distress and musculoskeletal pain, and to investigate factors potentially associated with high psychological distress and activity-limiting musculoskeletal pain in clinically active chiropractors and naprapaths during the second wave of the COVID-19 pandemic in Sweden.

METHODS: A cross-sectional survey was distributed to a representative sample of Swedish manual therapists, between November 2020 and January 2021. High psychological distress and activity-limiting musculoskeletal pain were investigated regarding associations with residing in a municipality with a high spread of infection, a previous/ongoing SARS-CoV-2 infection, clinical interferences and economic consequences associated with the pandemic. Generalized Linear Models with log link and binomial distribution were used, computing prevalence ratios (PR) with 95% confidence intervals (95% CI).

RESULTS: A total of 762 participants were included, representing 46% of the source population. The prevalence of depressive, anxiety, and stress symptoms was 17%, 7%, and 12%, respectively. Neck (50%), low back (46%), upper back (40%), and shoulders (39%) were the most prevalent musculoskeletal pain areas. Economic consequences due to the pandemic were associated with high psychological distress (PR = 2.30, 95% CI: 1.48-3.53).

CONCLUSIONS: During the second wave of the COVID-19 pandemic in Sweden, manual therapists primarily suffered from musculoskeletal pain related to the back and shoulders, while depressive symptoms were the most common symptom of psychological distress. Owners of businesses that suffered economic consequences had a higher prevalence of high psychological distress, which may call for targeted support of this group in future similar contexts. Future longitudinal studies during the pandemic are warranted to assess these associations further.

Keywords
Anxiety, Chiropractors, Depression, Naprapaths, SARS-CoV-2, Stress
National Category
Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:shh:diva-5032 (URN)10.1186/s12998-023-00511-2 (DOI)37700309 (PubMedID)
Available from: 2023-10-13 Created: 2023-10-13 Last updated: 2025-09-15Bibliographically approved
2. Trajectories of psychological distress and spinal pain in manual therapists during the COVID-19 pandemic in Sweden: The CAMP cohort study
Open this publication in new window or tab >>Trajectories of psychological distress and spinal pain in manual therapists during the COVID-19 pandemic in Sweden: The CAMP cohort study
(English)Manuscript (preprint) (Other academic)
National Category
Physiotherapy
Identifiers
urn:nbn:se:shh:diva-5734 (URN)
Available from: 2025-06-09 Created: 2025-06-09 Last updated: 2025-09-15Bibliographically approved
3. Health aspects and lifestyle of licensed manual therapists during the COVID-19 pandemic in Sweden: The CAMP cohort study
Open this publication in new window or tab >>Health aspects and lifestyle of licensed manual therapists during the COVID-19 pandemic in Sweden: The CAMP cohort study
2025 (English)In: PLOS ONE, E-ISSN 1932-6203, Vol. 20, no 10, article id e0327600Article in journal (Refereed) Published
Abstract [en]

Background: This study assessed health and change in lifestyle factors in Swedish manual therapists during one year of the COVID-19 pandemic, and potential differences with regards to age, sex, and business constellation. Further, therapists' strategies for health promotion during the pandemic were explored.

Methods: In this cohort study, 816 clinically active manual therapists were followed with web-based surveys during a year of the COVID-19 pandemic in Sweden, measuring physical activity, sedentary time, COVID-19-related worries, maladaptive coping, alcohol and tobacco consumption. Health promotion and impact of the pandemic on physical and mental health were explored in free text questions. Generalized estimating equations were conducted to assess changes in sample averages over time, and qualitative content analysis was used to code and categorize free-text answers.

Results: There was a decrease in physical activity and sedentary time increased as well as subjective mental health impact by the pandemic over one year. Maladaptive coping decreased during follow-up, and alcohol and tobacco consumption decreased in younger participants, and women, respectively. Participants stated that the pandemic affected their physical and mental health and reported using health promoting activities primarily targeting physical activity, nutrition, and sleep.

Conclusion: Swedish manual therapists maintained good lifestyle habits except for a small decrease in physical activity and slight increase in sedentary behavior and subjective mental health impact by the pandemic over time. There were small differences in terms of maladaptive coping, alcohol consumption, and tobacco consumption, however, these differences were not likely clinically relevant. The therapists seemed conscientious regarding health promotion measures during one year of the COVID-19 pandemic.

National Category
Physiotherapy
Identifiers
urn:nbn:se:shh:diva-5735 (URN)10.1371/journal.pone.0327600 (DOI)41056255 (PubMedID)
Note

As manuscript in dissertation.

Available from: 2025-06-09 Created: 2025-06-09 Last updated: 2026-01-22Bibliographically approved
4. The impact of official recommendations during the COVID-19 pandemic on the clinical activity and business turnover of manual therapists in Sweden: The CAMP cohort study
Open this publication in new window or tab >>The impact of official recommendations during the COVID-19 pandemic on the clinical activity and business turnover of manual therapists in Sweden: The CAMP cohort study
2024 (English)In: PLOS ONE, E-ISSN 1932-6203, Vol. 19, no 8, article id e0308945Article in journal (Refereed) Published
Abstract [en]

BACKGROUND: This study examined manual therapy business owners' perception of official recommendations during the COVID-19 pandemic and the impact on their clinics' economic performance, including clinic activity hours and business turnover.

MATERIALS AND METHODS: In a longitudinal study design, data were collected in November 2021 (baseline), and after three months, six months, and 12 months. Participants were manual therapists who were business owners. A growth curve model was used to analyze differences in clinical activity trajectories. Multinomial logistic regression analysis was used to assess the relationship between perceived disruptions in business and turnover. Qualitative text analysis was used to examine participants' responses to open-ended questions concerning economic measures taken to sustain their business during the pandemic.

RESULTS: This study of 443 manual therapy business owners found that clinics were initially active with minimal variation, but activity changed following COVID-19 recommendations. Business owners perceived that the disruptions had no significant impact on turnover during the initial stages of the official recommendations. Economic support and the previous decrease in turnover increased the likelihood of experiencing a decreased turnover at 12 months. Business owners implemented cost-cutting measures and diversified income sources to navigate COVID-19 challenges and sustain their businesses.

CONCLUSION: The official recommendations in Sweden had an impact on manual therapists' businesses as the COVID-19 pandemic lingered. Some business owners were concerned at the early stages about lower turnover but showed financial resilience by cutting costs and finding new revenue sources to overcome COVID-19 challenges.

National Category
Health Care Service and Management, Health Policy and Services and Health Economy
Identifiers
urn:nbn:se:shh:diva-5412 (URN)10.1371/journal.pone.0308945 (DOI)39150941 (PubMedID)
Available from: 2024-09-19 Created: 2024-09-19 Last updated: 2025-09-15Bibliographically approved
5. Manual therapists in Sweden during the COVID-19 pandemic: They remained in business, but how was their work environment and practice impacted?
Open this publication in new window or tab >>Manual therapists in Sweden during the COVID-19 pandemic: They remained in business, but how was their work environment and practice impacted?
2025 (English)In: PLOS ONE, E-ISSN 1932-6203, Vol. 20, no 5, article id e0324245Article in journal (Refereed) Published
Abstract [en]

BACKGROUND: The Swedish governmental strategy during the COVID-19-pandemic was to impose voluntary recommendations to limit viral spread, but to keep health care and important societal functions running. The objective of this study was to describe the work environment and practice of manual therapists, who were challenged by this strategy, in Sweden during a year of the pandemic.

METHODS: The cohort study Corona And Manual Professions (CAMP) was studying chiropractors and naprapaths, registered in the public register of licensed manual therapists in Sweden, during the pandemic. Mixed methods were used to answer the research aims. Surveys were distributed in November 2020, during the second wave, and in February, May and November of 2021. The quantitative data were presented descriptively, with the development over time illustrated in graphs. The qualitative data from the free-text answers were analyzed using content analysis.

RESULTS: In total, 816 manual therapists (47% of the invited sample) were included in the study, of which between 275 and 662 participants answered the free-text questions. At baseline, most (60-65%) rated their knowledge of viral infections and their spread, of vulnerable patient groups, and of protective gear as fairly good or good. Most (68-70%) were able to follow the official recommendations, but decreased numbers of patients and changes in clinic routines were reported. There was a positive trend in caring adequately for patients and having access to protective gear. Manual therapists reported that they were unable to care for vulnerable patient groups, had to adhere to routines perceived as onerous, and found care to be less personalized.

CONCLUSION: At the time of the outbreak of the COVID-19 pandemic, manual therapists in Sweden encountered challenges regarding knowledge about pandemics and availability of protective equipment. Sweden's official recommendations were possible to implement by the manual therapists, but had adverse impacts on clinic activities and patient care. Despite this, over 50% were able to deliver adequate care for their patients.

National Category
Public Health, Global Health and Social Medicine
Identifiers
urn:nbn:se:shh:diva-5733 (URN)10.1371/journal.pone.0324245 (DOI)40424471 (PubMedID)
Available from: 2025-06-09 Created: 2025-06-09 Last updated: 2025-09-15

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