Abstract
Background
Sex-based inequalities in healthcare have been exposed and amplified during the COVID-19 pandemic. However, few studies have reported sex differences in medication utilization and no studies have examined sex differences in prescribed non-steroidal anti-inflammatory drugs (NSAIDs) and opioids utilization.
Aim
To compare the utilization patterns of prescribed NSAIDs and opioids between males and females in Manitoba, Canada during the COVID-19 pandemic.
Method
A cohort of incident and prevalent users of prescribed NSAIDs and opioids was created. Interrupted times series analysis using autoregressive models were used to evaluate the quarterly change in the prevalent and incident users before and after COVID-19 restrictions were applied (first quarter of 2020).
Results
COVID-19 restrictions were associated with a significant decrease in the utilization of prescribed NSAIDs and opioids in all users, followed by a revert to the pre-pandemic trends. Among female prevalent and incident NSAIDs users, there was a significant change in trend after COVID-19 restrictions were introduced (β3 = 0.087 and 0.078, P = 0.023 and 0.028, respectively). However, there was non-significant change in trend among male prevalent and incident NSAIDs and opioids users during the pandemic.
Conclusion
In this study, a significant sharp decline in the use of prescribed NSAIDs and opioids was shown in both sexes at the onset of the pandemic. However, a significant upward trend is observed in female NSAIDs users as restrictions began to be lifted.
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Impact statements
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Our results suggest that females may have been experiencing the consequences of forgoing their pain medication more frequently compared to males due to COVID-19, highlighting the importance of sex-disaggregated analysis and targeted care for females during stressful conditions.
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Clinicians are being called to incorporate sex and gender considerations into clinical decision-making during pandemics, including pain pharmacotherapy.
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Pharmacists engagement through monitoring patients’ drug access post virtual-care visits could substantially improve women’s adherence to optimal therapy.
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Incorporating sex-disaggregated results is necessary in advancing pharmacy practice, to ensure equitable, safe and efficacious therapy for men and women, especially during emergency conditions as pandemics.
Introduction
The COVID-19 pandemic has significantly impacted global health, resulting in over 431 million confirmed cases and more than 5.9 million deaths worldwide, as of February 25, 2022 [1]. However, its impact is not limited to increased morbidity and mortality. Societies and national economies have been disrupted due to public health measures, such as school and business closures [2], which were implemented to slow the rate of infection [3]. In Manitoba for example, a state of emergency was issued on March 20, 2020, restricting public gatherings, enforcing social distancing, and ordering the closure of several non-essential facilities [4]. The healthcare system in Manitoba underwent changes in the way patients accessed essential and non-essential healthcare. Some in-person services were replaced with virtual care, while other services, including non-urgent elective surgeries, were postponed [5, 6].
There is increasing evidence of sex-specific differences in immune responses and inflammatory diseases, indicating that females are more likely to experience chronic pain syndromes than males [7, 8]. Moreover, sex differences in opioid receptors lead to different opioid use disorder risks comparing women to men [9,10,11]. Such differences have important clinical implications in pain management by healthcare practitioners. NSAIDs and opioids are the most frequently prescribed drugs for pain management [12, 13]. Although evidence shows that women receive more NSAIDs and opioids prescriptions than men, it is unclear how pain relief management differs between different sexes. [12, 13]. Pain is more frequent in women than men, and women have higher susceptibility of developing neuropathic pain and severe postoperative pain in comparison to men [12, 13]. While different social, cultural, and psychological factors play roles in pain reporting, the differential thresholds of pain tolerance and sensitivity between sexes is paramount in investigating pain pharmacotherapy.
Recent studies reported sex differences in related-pandemic pain, especially for females who experience more severe chronic pain than males [14, 15]. It was observed that females faced more challenges during the pandemic, mainly related to gender inequities that affected chronic pain management [14,15,16].
Global data shows that males are at a higher risk of severe COVID-19 infection and death than females [17], while government measures may disproportionately affect females. For example, in the UK and USA, females reported poorer mental health than males during lockdowns [18, 19]. In one such study, conducted in North York (Ontario, Canada), sex was not significantly correlated to the number of benzodiazepines dispensed during the pandemic, nor to the likelihood of antidepressant initiation [20]. In another study conducted in British Columbia, Canada, monthly antibiotic prescription rates declined significantly during the pandemic, but rates were comparable for males and females [21].
To date, no study has investigated sex differences in prescribed non-steroidal anti-inflammatory drugs (NSAIDs) and opioids utilization during COVID-19. Opioids and prescribed NSAIDs are the most commonly used drugs for pain management [22], a prevalent condition among Canadian adults, with 1 in 5 adults experiencing chronic pain [23]. Understanding sex differences in prescribed NSAIDs and opioids is crucial, since sex differences may result in differential consequences in morbidity and mortality, as previously suggested on sex/gender roles in opioids prescribing [24].
Aim
The aim of this study is to compare the utilization patterns of prescribed NSAIDs and opioids between males and females in Manitoba, Canada during the COVID-19 pandemic.
Ethics approval
This study has been approved by the University of Manitoba Health Research Ethics Board (HREB #: H2020:335) and access to data was approved by the Health Information Privacy Committee of Manitoba Health in 2020–2021.
Method
Data sources, study design, and population
A retrospective population-based cohort study was conducted using data from the province of Manitoba, Canada. All Manitoba residents who were registered with the provincial health care system and used prescribed NSAIDs or opioids between the July 1 (third quarter), 2016 up till March 31 (first quarter), 2021 were included. No age restrictions were applied, and patients were stratified by sex. Incident users were defined as people who were prescribed NSAIDs or opioids within each quarter with no such drug record in the previous 4 quarters; whereas prevalent users were defined as people who used prescribed NSAIDs or opioids within each quarter. Databases used include the Population Registry (demographic information for all residents of Manitoba, including sex, date of birth) and the drug program information network (DPIN), which contains recorded prescription data (drug name, and dispensation date by pharmacies in Manitoba regardless of the type of insurance coverage). prescribed NSAIDs and opioids utilization were identified using the Anatomical Therapeutic Chemical (ATC) codes (Supplementary Table 1s).
Statistical analyses
We calculated incidence and prevalence of all prescribed NSAIDs and opioids that were available in the Canadian market in Manitoba during the study period [25,26,27]. Incidence and prevalence of use were calculated quarterly during the study period and stratified by sex. We report the incidence and prevalence rates, as per 100 Manitoba residents with at least one day of Manitoba health and seniors care (MHSC) coverage at the beginning of the quarter used as the denominator. Interrupted times series analysis using autoregressive models were used to evaluate the quarterly change in the prevalence and incidence of prescribed NSAIDs and opioids use in relation to COVID-19 restrictions [28]. We set the intervention of COVID-19 related restrictions in healthcare at the first quarter of 2020. Analyses were conducted using SAS, version 9.4 (SAS Institute, Inc). P < 0.05 was used as the threshold for statistical significance.
Results
The quarterly study population ranged from 1,353,485 to 1,411,630 Manitobans, of which 50.23% were females and 49.77% were males. The mean age of the participants was 38 years (SD = 23.35) and over 60% were living in urban areas. The most common comorbidities were asthma (26.67%) and hypertension (20.64%). During the study period (Q3-2016 to Q1-2021), there was an overall downward trend in the prevalence of prescribed Rx-NSAIDs and opioids utilization, and a dramatic decline was observed in incident and prevalent users at the onset of COVID-19 restrictions.
Prescribed NSAIDs
Immediately after the implementation of COVID-19 restrictions in Q1-2020, there was a significant decrease of 15.05% (P = 0.0003) and 15.94% (P < 0.0001) in the percentage change of the prevalence of NSAIDs use in males and females respectively (Fig. 1A).
During the 2nd wave of the COVID-19 pandemic (Q2-2020 to Q1-2021), the trend in the quarterly prevalence of NSAIDs use in males did not significantly change (β3 = 0.0389 and P = 0.2598), compared to the pre-pandemic trend. However, we observed a significant trend change in the quarterly prevalence of NSAIDs use in females during the pandemic (β3 = 0.0869 and P = 0.0232) compared to the pre-pandemic period.
Following the implementation of COVID-19 restrictions, the incidence of prescribed NSAIDs use in males and females significantly decreased by 21.35% (P = 0.0005) and 22.17% (P = 0.0001) respectively (Fig. 1B). During the pandemic, the trend in the quarterly incidence of prescribed NSAIDs use in males did not significantly change (β3 = 0.0351, P = 0.2507), compared to the pre-pandemic trend. However, we observed a significant trend change in the quarterly incidence of prescribed NSAIDs use in females (β3 = 0.0777, P = 0.0279) during the pandemic, compared to the pre-pandemic period.
Prescribed opioids
The prevalence of opioid use in males and females significantly decreased with an estimated decrease percentage change of 14.58% (P = 0.0036) and 14.96% (P = 0.0027) respectively, immediately after restrictions were applied (Fig. 1C). Furthermore, the trend in the quarterly prevalence of opioids use in males and females during the pandemic did not significantly change (β3 = 0.0806 and 0.0802, P = 0.2070 and 0.2798 respectively), compared to the pre-pandemic period.
We also observed a significant decrease of 30.28% (P = 0.0019) and 31.58% (P = 0.0027) in the incidence of opioids use in males and females respectively, immediately after restrictions were applied (Fig. 1D). Regarding opioid utilization, the trend in the quarterly incidence of opioids use in males and females during the pandemic did not significantly change (β3 = 0.0759 and 0.0613, P = 0.1259 and 0.2956 respectively) compared to the pre-pandemic period.
Discussion
Statement of key findings
Within our cohort of persons prescribed NSAIDs and opioids, we found a significant decrease in the dispensing of these medications at the onset of the pandemic restrictions (during the first quarter of 2020). This dramatic decline was followed by a rise towards the pre-pandemic downward trend in both males and females, but there was no full recovery to the baseline level. However, among female NSAIDs users (prevalent and incident users), there was a sustained effect after COVID-19 restrictions were applied. Among females, we observed a significant upward trend in utilization after restrictions were applied which was significantly different compared to the pre-pandemic trend.
Our findings are consistent with studies in the United States [29,30,31] and England [31], reporting a decrease in the utilization of NSAIDs and opioids during the pandemic, however in sex aggregated data. Various factors may have influenced the decline in prescribed NSAIDs and opioids at the onset of COVID-19 restrictions. In a pan-Canadian cross-sectional study among adults with chronic pain during the first wave, Lacasse et al. reported the most common reasons attributed to change in pain medication, namely: (1) changes in the pain symptoms, (2) lack of access to clinics and (3) initiating the use of pain medications to compensate the decrease in non-pharmacological management (16). In Manitoba, a transition to virtual care around the same time as restrictions was introduced throughout the province.
Reduced access to prescribed NSAIDs and opioids is concerning since untreated pain can have physical, psychological, and economic consequences, and directly associated with a reduction in the quality of life [32]. New options for virtual care in Manitoba were later announced in April 2020 to improve patient access to physicians [33, 34]. These improved access options might have contributed to the observed rebound effect in NSAIDs and opioids utilization. Our results may also indicate that during the pandemic, people have successfully endured pain without opioids (or used non-prescription NSAIDs), which saved Manitoba's health system precious health care visits in a time of health resource crisis. This assumption requires further investigation as Canada displays high rates of unnecessary opioids use.
A restriction on medication dispensing in Manitoba was introduced on March 19, 2020. Manitoba pharmacists were only permitted to provide a one-month supply for all drug prescriptions, including prescribed NSAIDs and opioids [34]. Moreover, in March 2020, some studies suggested that NSAIDs should be avoided in those with confirmed or suspected COVID-19 as it could increase the severity of the disease [35, 36]. However, recent studies found no associations between NSAIDs use, admission to hospital, and worsened outcomes for patients with COVID-19 [37,38,39,40,41,42,43]. Furthermore, we observed a decrease in opioids use among males and females since 2016. This decrease could be attributed to the implementation of opioid stewardship measures across Canada [44].
Interpretation
Our results show that the decline in prescribed NSAIDs and opioids utilization upon the introduction of restrictions was greater in females than males. This reflects a differential impact of restriction measures by sex, where more females may have been experiencing the consequences of forgoing their medication compared to males. This finding is concerning because females tend to be more reliant on NSAIDs and opioids than males. Females are on average more sensitive to pain and more likely to experience chronic pain than males [8, 45], while some studies have found no sex differences in pain severity [10, 46]. Females are also more likely to be prescribed opioids and NSAIDs [47, 48]. It has also been suggested that the higher prevalence of chronic pain in females might be associated with their increased utilization of NSAIDs and opioids [24]. Remote-work settings and increased household and childcare responsibilities during the pandemic [49] might have affected females’ access to prescription medications and could explain the greater decline in utilization observed in females. This study highlighted the importance of sex-disaggregated analysis within the context of COVID-19 impact [7]. Unfortunately, most current medical guidelines are not sex specific [7] and many global health organisations fail to report sex-disaggregated data [50]. Furthermore, female participants are often underrepresented in clinical studies [51]. Gender, as an individual’s socially constructed role, is also a major determinant of health, influencing how, when, and why a person accesses medical care [7].
Strengths, weaknesses and further research
A major strength of the current study is the province-wide database used which covers the total population of Manitoba, irrespective of their insurance type or socioeconomic class. Furthermore, we used ITS analysis which minimized the impact of measured and unmeasured confounding factors. Limitations of this study should be acknowledged. First, we did not have data on the employment status of participants and the indications/diseases for opioids and prescribed NSAIDs use. Second, our study included sex differences as opposed to sex and gender differences, since gender data are currently unavailable in our databases. Third, our databases record prescription data and not over-the-counter medications nor illicit use, which could underestimate our utilization findings, so further studies are warranted.
Conclusion
COVID-19 pandemic public health restrictions were associated with a significant immediate decline in the utilization of prescribed NSAIDs and opioids among males and females, with a greater decline observed in females. Novel studies on COVID-19 need to address how sex and gender function independently and together to influence health care access and outcomes. Moreover, clinicians are being called to incorporate sex and gender awareness into clinical decision-making. In conclusion, the results of the present study suggest that men and women may differ in the response to lockdown restriction and medications used for pain relief. Our findings suggest that women may have been experiencing pain more frequently compared to men due to access restrictions. Incorporating sex-disaggregated results is necessary to ensure providing an equitable and effective therapy for all patient groups, especially during emergency conditions as pandemics.
References
WHO Coronavirus (COVID-19) dashboard with vaccination data. https://covid19.who.int. Accessed 25 Feb 2022.
The Covid-19 effects on societies and economies|News| wellcome. https://wellcome.org/news/equality-global-poverty-how-covid-19-affecting-societies-and-economies. Accessed 1 Feb 2022.
Polisena J, Ospina M, Sanni O, et al. Public health measures to reduce the risk of SARS-CoV-2 transmission in Canada during the early days of the COVID-19 pandemic: a scoping review. BMJ Open. 2021;11:e046177.
Manitoba declares state of emergency amid COVID-19 pandemic | CTV News. https://winnipeg.ctvnews.ca/manitoba-declares-state-of-emergency-amid-covid-19-pandemic-1.4861333. Accessed 1 Feb 2021.
Wiseman SM, Trafford CR, Sutherland JM. Surgical wait list management in Canada during a pandemic: many challenges ahead. Can J Surg. 2020;63(3):E226–8.
Doctors Manitoba | Doctors and patients support permanent virtual care options. https://doctorsmanitoba.ca/news/doctors-and-patients-support-permanent-virtual-care-options. Accessed 1 Feb 2021.
Mauvais-Jarvis F, Merz NB, Barnes PJ, et al. Sex and gender: modifiers of health, disease, and medicine. Lancet. 2020;396:565–82.
Barnabe C, Bessette L, Flanagan C, et al. Sex differences in pain scores and localization in inflammatory arthritis: a systematic review and metaanalysis. J Rheumatol. 2012;39:13.
Bartley EJ, Fillingim RB. Sex differences in pain: a brief review of clinical and experimental findings. BJA Br J Anaesth. 2013;111:52.
Robinson ME, Wise EA, Riley JL, et al. Sex differences in clinical pain: a multisample study. J Clin Psychol Med Settings. 1998;5:413–24.
Sharp JL, Pearson T, Smith MA. Sex differences in opioid receptor mediated effects: role of androgens. Neurosci Biobehav Rev. 2022;134:104522.
Sorge RE, Totsch SK. Sex differences in pain. J Neurosci Res. 2017;95:1271–81.
Pisanu C, Franconi F, Gessa GL, et al. Sex differences in the response to opioids for pain relief: a systematic review and meta-analysis. Pharmacol Res. 2019;148:104447.
Dassieu L, Pagé MG, Lacasse A, et al. Chronic pain experience and health inequities during the COVID-19 pandemic in Canada: qualitative findings from the chronic pain & COVID-19 pan-Canadian study. Int J Equity Health. 2021;20:1–13.
Chatkoff DK, Leonard MT, Najdi RR, et al. A brief survey of the COVID-19 pandemic’s impact on the chronic pain experience. Pain Manag Nurs. 2022;23:3–8. https://doi.org/10.1016/j.pmn.2021.10.003.
Lacasse A, Pagé MG, Dassieu L, et al. Impact of the COVID-19 pandemic on the pharmacological, physical, and psychological treatments of pain: Findings from the Chronic Pain & COVID-19 Pan-Canadian Study. Pain Reports. 2021;6:e891. https://doi.org/10.1097/PR9.0000000000000891.
The sex, gender and COVID-19 project|global health 50/50. https://globalhealth5050.org/the-sex-gender-and-covid-19-project. Accessed 1 Feb 2021.
Bigalke JA, Greenlund IM, Carter JR. Sex differences in self-report anxiety and sleep quality during COVID-19 stay-at-home orders. Biol Sex Differ. 2020;11:1–11.
Henderson M, Fitzsimons E, Ploubidis G, et al. Mental health during lockdown: evidence from four generations Initial findings from the COVID-19 survey in five national longitudinal studies find out more.
Yu C, Boone C, Askarian-Monavvari R, et al. Trends in pharmacotherapy for anxiety and depression during COVID-19: a north york area pilot study. Univ Toronto Med J. 2021;98:41–6.
Mamun AA, Saatchi A, Xie M, et al. Community antibiotic use at the population level during the SARS-CoV-2 pandemic in British Columbia Canada. Open Forum Infect Dis. 2021;8(6):ofab185.
Bovill JG. Mechanisms of actions of opioids and non-steroidal anti-inflammatory drugs. Eur J Anaesthesiol Suppl. 1997;15(5):9–15.
Schopflocher D, Taenzer P, Jovey R. The prevalence of chronic pain in Canada. Pain Res Manag J Can Pain Soc. 2011;16:445.
Serdarevic M, Striley CW, Cottler LB. Gender differences in prescription opioid use. Curr Opin Psychiatry. 2017;30:238.
Term: Incidence / Incidence Rate: Manitoba Centre for Health Policy (MCHP). http://mchp-appserv.cpe.umanitoba.ca/viewDefinition.php?definitionID=102877 (2015). Accessed 30 May 2022.
Term: Prevalence:Manitoba Centre for Health Policy (MCHP). http://mchp-appserv.cpe.umanitoba.ca/viewDefinition.php?definitionID=103393 (2013). Accessed 30 May 2022.
Concept: prevalence and incidence: Manitoba centre for health policy (MCHP). http://mchp-appserv.cpe.umanitoba.ca/viewConcept.php?conceptID=1036 (2002). Accessed 30 May 2022.
Aboulatta L, Kowalec K, Delaney J, et al. Trends of COVID-19 incidence in Manitoba and public health measures: March 2020 to February 2022. BMC Res Notes. 2022;15:162.
Downs CG, Varisco TJ, Bapat SS, et al. Impact of COVID-19 related policy changes on filling of opioid and benzodiazepine medications. Res Soc Adm Pharm. 2021;17:2005–8.
Nikolaus O, Palmer A, Seoudi N. The effect of SARS-CoV-2 on the prescribing of antimicrobials and analgesics by NHS general dental practitioners in England. Br Dent J. 2021;2021:1–6.
Licciardone JC. Impact of COVID-19 on utilization of nonpharmacological and pharmacological treatments for chronic low back pain and clinical outcomes. J Osteopath Med. 2021;121(7):625–33.
Henschke N, Kamper SJ, Maher CG. The epidemiology and economic consequences of pain. Mayo Clin Proc. 2015;90(1):139–47.
Manitoba introduces new ways to access virtual health care | CTV News. https://winnipeg.ctvnews.ca/manitoba-introduces-new-ways-to-access-virtual-health-care-1.4912110. Accessed 1 Feb 2020.
MHSAL medication restrictions March19, 2020. https://www.gov.mb.ca/health/pharmacare/profdocs/covid19_30days.pdf. Accessed 1 Feb 2021.
Day M. Covid-19: ibuprofen should not be used for managing symptoms, say doctors and scientists. BMJ. 2020;17(368): m1086.
Expert reaction to reports that the French Health Minister recommended use of paracetamol for fever from COVID-19 rather than ibuprofen or cortisone | science media centre: https://www.sciencemediacentre.org/expert-reaction-to-reports-that-the-french-health-minister-recommended-use-of-paracetamol-for-fever-from-covid-19-rather-than-ibuprofen-or-cortisone. Accessed 1 Feb 2020.
Wong AYS, MacKenna B, Morton CE, et al. Use of non-steroidal anti-inflammatory drugs and risk of death from COVID-19: an OpenSAFELY cohort analysis based on two cohorts. Ann Rheum Dis. 2021;80(7):943–51.
Abu Esba LC, Alqahtani RA, Thomas A, et al. Ibuprofen and NSAID use in COVID-19 infected patients is not associated with worse outcomes: a prospective cohort study. Infect Dis Ther. 2021;10(1):253–68.
Kragholm K, Gerds TA, Fosbø E, et al. Association between prescribed Ibuprofen and severe COVID-19 infection: a nationwide register-based cohort study. Clin Transl Sci. 2020;13(6):1103–7.
Bruce E, Barlow-Pay F, Short R, et al. Prior routine use of non-steroidal anti-inflammatory drugs (NSAIDs) and important outcomes in hospitalised patients with COVID-19. J Clin Med. 2020;9(8):2586.
Lund LC, Kristensen KB, Reilev M, et al. Adverse outcomes and mortality in users of non-steroidal anti-inflammatory drugs who tested positive for SARS-CoV-2: a Danish nationwide cohort study. PLoS Med. 2020;17(9):e1003308.
Jeong HE, Lee H, Shin HJ, et al. Association between nonsteroidal antiinflammatory drug use and adverse clinical outcomes among adults hospitalized with Coronavirus 2019 in South Korea: a nationwide study. Clin Infect Dis. 2021;73(11):e4179–88.
Chandan JS, Zemedikun DT, Thayakaran R, et al. Nonsteroidal antiinflammatory drugs and susceptibility to COVID-19. Arthritis Rheumatol. 2021;73(5):731–9.
Opioid Stewardship|ISMP Canada. https://www.ismp-canada.org/opioid_stewardship. Accessed 1 Feb 2022.
Tang YR, Yang WW, Wang YL, et al. Sex differences in the symptoms and psychological factors that influence quality of life in patients with irritable bowel syndrome. Eur J Gastroenterol Hepatol. 2012;24:702–7.
Turk DC, Okifuji A. Does sex make a difference in the prescription of treatments and the adaptation to chronic pain by cancer and non-cancer patients? Pain. 1999;82:139–48.
Fosbøl EL, Gislason GH, Jacobsen S, et al. The pattern of use of non-steroidal anti-inflammatory drugs (NSAIDs) from 1997 to 2005: a nationwide study on 4.6 million people. Pharmacoepidemiol Drug Saf. 2008;17(8):822–33.
Simoni-Wastila L. The use of abusable prescription drugs: the role of gender. J Womens Health Gend Based Med. 2000;9(3):289–97.
Giurge LM, Whillans AV, Yemiscigil A. A multicountry perspective on gender differences in time use during COVID-19. Proc Natl Acad Sci U S A. 2021;118(12):e2018494118.
GH5050 summary findings on sex-disaggregation of data—Global Health 50/50. https://globalhealth5050.org/gh5050-summary-findings-on-sex-disaggregation-of-data. Accessed 1 Feb 2021.
Feldman S, Ammar W, Lo K, et al. Quantifying sex bias in clinical studies at scale with automated data extraction. JAMA Netw Open. 2019;2:e196700–e196700.
Acknowledgements
The authors would like to acknowledge Dr. Dan Chateau for his contribution to the study design and concept. The authors acknowledge the Manitoba Centre for Health Policy for use of data contained in the Manitoba Population Research Data Repository under project (HIPC#2020/2021—33). The results and conclusions are those of the authors and no official endorsement by the Manitoba Centre for Health Policy, Manitoba Health, or other data providers is intended or should be inferred. Data used in this study are from the Manitoba Population Research Data Repository housed at the Manitoba Centre for Health Policy, University of Manitoba and were derived from data provided by Manitoba Health.
Funding
This work was supported by a research Grant from Research Manitoba. The authors have no financial relationships relevant to this article to disclose.
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Offiah, R., Aboulatta, L., Peymani, P. et al. Sex differences among users of NSAIDs and opioids during COVID-19 Pandemic. Int J Clin Pharm 45, 233–239 (2023). https://doi.org/10.1007/s11096-022-01463-y
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DOI: https://doi.org/10.1007/s11096-022-01463-y