1
|
Peduzzi P, Brandt C, Dearth CL, Dziura J, Farrokhi S, George SZ, Kyriakides TC, Long CR, Mascha EJ, Patterson CG, Rhon DI, Kerns RD. Utility of the PICOTS framework to assess clinical trial disruptions: monitoring the impact of COVID-19 in the Pain Management Collaboratory. PAIN MEDICINE (MALDEN, MASS.) 2024; 25:S34-S40. [PMID: 39514876 PMCID: PMC11548861 DOI: 10.1093/pm/pnae078] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 07/24/2024] [Accepted: 07/25/2024] [Indexed: 11/16/2024]
Abstract
OBJECTIVE Despite careful design of clinical trials, unforeseen disruptions can arise. The PICOTS (Patient population, Intervention, Comparator, Outcomes, Timepoints, Setting) framework was used to assess disruptions in pain management research imposed by coronavirus disease 2019 (COVID-19) within the Pain Management Collaboratory. METHODS Rapid qualitative methods were employed to identify trial disruptions due to COVID-19 in 11 pragmatic clinical trials of nonpharmacological approaches for pain management. The PICOTS framework was applied by investigators of 4 Collaboratory trials selected to cover 4 types of trial designs (individually randomized, stepped-wedge, cluster, sequential multiple assignment randomized trial-SMART). Interviews with the lead investigators of these trials were completed, and findings were presented/discussed on video calls over a 6-month period (March-August 2021) from which themes/lessons learned were identified and consensus reached. RESULTS Investigators indicated that patient populations remained generally stable. A major COVID-19 trial disruption was moving from in-person to virtual care affecting delivery of interventions/comparators and outcome assessments. The resultant mixed-mode of care delivery created issues with intervention fidelity posing analytic challenges. COVID-19 also induced ongoing/intermittent delays and other barriers to accessing primary and specialty care at some facilities, creating research capacity issues affecting delivery of experimental interventions requiring sustained, reliable participation of clinical partners. Study designs most affected by COVID-19 were stepped-wedge (intervention/comparator changing over time), cluster (increased site variability inflating intracluster correlation), and SMART (second-stage randomizations disrupted); stratified individually-randomized trials were less vulnerable because of individual-level randomization. CONCLUSIONS PICOTS provides a framework for assessing the impact of trial disruptions in a structured manner. Given the COVID-19 experience, it is important for researchers to consider the potential impact of future trial disruptions during study planning.
Collapse
Affiliation(s)
- Peter Peduzzi
- Pain Management Collaboratory Coordinating Center, Yale University, New Haven, CT, United States
- Department of Biostatistics and Yale Center for Analytical Sciences, Yale School of Public Health, New Haven, CT, United States
| | - Cynthia Brandt
- Pain Management Collaboratory Coordinating Center, Yale University, New Haven, CT, United States
- VA Connecticut Healthcare System, West Haven, CT, United States
- Section of Biomedical Informatics & Data Science, Yale School of Medicine, New Haven, CT, United States
| | - Christopher L Dearth
- Research & Surveillance Section, Extremity Trauma & Amputation Center of Excellence Research Branch, Defense Health Agency, Bethesda, MD, United States
| | - James Dziura
- Pain Management Collaboratory Coordinating Center, Yale University, New Haven, CT, United States
- Department of Biostatistics and Yale Center for Analytical Sciences, Yale School of Public Health, New Haven, CT, United States
- Department of Emergency Medicine, Yale School of Medicine, New Haven, CT, United States
| | - Shawn Farrokhi
- Department of Physical Therapy, Chapman University, Irvine, CA, United States
| | - Steven Z George
- Departments of Orthopedic Surgery and Population Health Sciences and Duke Clinical Research Institute, Duke University, Durham, NC, United States
| | - Tassos C Kyriakides
- Pain Management Collaboratory Coordinating Center, Yale University, New Haven, CT, United States
- Department of Biostatistics and Yale Center for Analytical Sciences, Yale School of Public Health, New Haven, CT, United States
- VA Cooperative Studies Program Coordinating Center, VA Connecticut Healthcare Systems, West Haven, CT, United States
| | - Cynthia R Long
- Palmer Center for Chiropractic Research, Palmer College of Chiropractic, Davenport, IA, United States
| | - Edward J Mascha
- Department of Quantitative Health Sciences, Lerner Research Institute, and Department of Anesthesiology, Integrated Hospital Institute, Cleveland Clinic, Cleveland, OH, United States
| | - Charity G Patterson
- Department of Physical Therapy, School of Health and Rehabilitation Sciences Data Center, University of Pittsburgh, Pittsburgh, PA, United States
| | - Daniel I Rhon
- Department of Rehabilitation Medicine, F. Edward Hebert School of Medicine, Uniformed Services University, Bethesda, MD, United States
| | - Robert D Kerns
- Pain Management Collaboratory Coordinating Center, Yale University, New Haven, CT, United States
- Department of Psychiatry, Yale School of Medicine, New Haven, CT, United States
| |
Collapse
|
2
|
Midboe AM, Seal KH, Burgess DJ, Rosen MI, Martino S. Pragmatic clinical trials as hybrid effectiveness-implementation studies to shrink the evidence-to-practice gap for chronic pain management. PAIN MEDICINE (MALDEN, MASS.) 2024; 25:S77-S79. [PMID: 39514879 PMCID: PMC11548854 DOI: 10.1093/pm/pnae067] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/11/2024] [Revised: 07/19/2024] [Accepted: 07/25/2024] [Indexed: 11/16/2024]
Affiliation(s)
- Amanda M Midboe
- VA HSR&D Center for Innovation to Implementation (Ci2i), VA Palo Alto Health Care System, Menlo Park, CA 94025, United States
- Department of Public Health Sciences, School of Medicine, University of California, Davis, CA 95616, United States
| | - Karen H Seal
- Integrative Health Service, San Francisco Veterans Affairs Health Care System, San Francisco, CA 94121, United States
- Departments of Medicine and Psychiatry, University of California, San Francisco, CA 94143, United States
| | - Diana J Burgess
- Center for Care Delivery and Outcomes Research, Veterans Affairs Medical Center, Minneapolis, MN 55417, United States
- Department of Medicine, University of Minnesota, Minneapolis, MN 55455, United States
| | - Marc I Rosen
- VA Connecticut Healthcare System, West Haven, CT 06516, United States
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06511, United States
| | - Steve Martino
- VA Connecticut Healthcare System, West Haven, CT 06516, United States
- Department of Psychiatry, Yale University School of Medicine, New Haven, CT 06511, United States
| |
Collapse
|
3
|
Sellinger JJ, Gilstad-Hayden K, Lazar C, Seal K, Purcell N, Burgess DJ, Martino S, Heapy A, Higgins D, Rosen MI. Impact of the COVID-19 pandemic on participants in pragmatic clinical trials for chronic pain: implications for trial outcomes and beyond. PAIN MEDICINE (MALDEN, MASS.) 2024; 25:S17-S27. [PMID: 39514885 PMCID: PMC11548862 DOI: 10.1093/pm/pnae060] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Revised: 07/08/2024] [Accepted: 07/11/2024] [Indexed: 11/16/2024]
Abstract
OBJECTIVE The COVID-19 pandemic had profound effects on society, including those living with chronic pain. This study sought to examine pandemic impacts on individuals enrolled in pragmatic clinical trials focused on nonpharmacological treatments for chronic pain. METHODS We evaluated responses to a questionnaire on COVID-19 impacts that had been administered to participants (n=2024) during study enrollment in 3 pragmatic clinical trials for chronic pain treatment. All trials were part of the National Institutes of Health (NIH)-Department of Veterans Affairs (VA)-Department of Defense (DOD) Pain Management Collaboratory. COVID-19-related impacts on access to health care, mental health, finances, ability to meet basic needs, and social support were assessed. RESULTS Pandemic impacts were found in all domains assessed, including access to health care, mental and emotional health, ability to meet basic needs, finances, and social support. Impacts varied by demographic and clinical characteristics. The participants most negatively impacted by the pandemic were younger, Black or Latino, female, more educated, and unemployed and had screened positive for depression. No impact differences were found with regard to alcohol use disorder screenings or a prior history of COVID-19. Higher levels of pain were associated with worse pandemic impacts, and negative impacts declined over time. CONCLUSIONS Negative impacts of the pandemic on individuals living with chronic pain cut across aspects of life that are also central to effective pain management, including access to health care, social support, and mental and emotional health, with differential impacts found across key demographic and clinical factors. These findings should yield consideration of pandemic impacts in clinical practice and as moderating effects of treatment outcomes in clinical trials conducted during the pandemic.
Collapse
Affiliation(s)
- John J Sellinger
- VA Connecticut Healthcare System, West Haven, CT 06516, United States
- Yale University School of Medicine, New Haven, CT 06504, United States
| | - Kathryn Gilstad-Hayden
- VA Connecticut Healthcare System, West Haven, CT 06516, United States
- Yale University School of Medicine, New Haven, CT 06504, United States
| | - Christina Lazar
- VA Connecticut Healthcare System, West Haven, CT 06516, United States
- Yale University School of Medicine, New Haven, CT 06504, United States
| | - Karen Seal
- San Francisco VA Healthcare System, Integrative Health Service San Francisco, San Francisco, CA 94121, United States
- University of California, San Francisco, San Francisco, CA 94158, United States
| | - Natalie Purcell
- San Francisco VA Healthcare System, Integrative Health Service San Francisco, San Francisco, CA 94121, United States
- University of California, San Francisco, San Francisco, CA 94158, United States
| | - Diana J Burgess
- VA HSR&D Center for Care Delivery and Outcomes Research, Minneapolis VA Healthcare System, Minneapolis, MN 55417, United States
- University of Minnesota Medical School, Minneapolis, MN 55455, United States
| | - Steve Martino
- VA Connecticut Healthcare System, West Haven, CT 06516, United States
- Yale University School of Medicine, New Haven, CT 06504, United States
| | - Alicia Heapy
- VA Connecticut Healthcare System, West Haven, CT 06516, United States
- Yale University School of Medicine, New Haven, CT 06504, United States
| | - Diana Higgins
- Durham VA Healthcare System, Durham, NC 27705, United States
- Boston University Chobanian & Avedisian School of Medicine, Boston, MA 02118, United States
| | - Marc I Rosen
- VA Connecticut Healthcare System, West Haven, CT 06516, United States
- Yale University School of Medicine, New Haven, CT 06504, United States
| |
Collapse
|
4
|
Haun JN, Fowler CA, Venkatachalam HH, Alman AC, Ballistrea LM, Schneider T, Benzinger RC, Melillo C, Alexander NB, Klanchar SA, Lapcevic WA, Bair MJ, Taylor SL, Murphy JL, French DD. Outcomes of a Remotely Delivered Complementary and Integrative Health Partnered Intervention to Improve Chronic Pain and Posttraumatic Stress Disorder Symptoms: Randomized Controlled Trial. J Med Internet Res 2024; 26:e57322. [PMID: 39422992 PMCID: PMC11530734 DOI: 10.2196/57322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/13/2024] [Revised: 06/19/2024] [Accepted: 08/31/2024] [Indexed: 10/19/2024] Open
Abstract
BACKGROUND Nonpharmacological interventions for veterans are needed to help them manage chronic pain and posttraumatic stress disorder (PTSD) symptoms. Complementary and integrative health (CIH) interventions such as Mission Reconnect (MR) seek to provide veterans with the option of a partnered, self-directed intervention that teaches CIH skills remotely to support symptom management. OBJECTIVE The purpose of this study was to describe the physical, psychological, and social outcomes of a self-directed mobile- and web-based CIH intervention for veterans with comorbid chronic pain and PTSD and their partners and qualitatively examine their MR user experience. METHODS A sample of veteran-partner dyads (n=364) were recruited to participate in a mixed methods multisite waitlist control randomized controlled trial to measure physical, psychological, and social outcomes, with pain as the primary outcome and PTSD, depression, stress, sleep, quality of life, and relationships as secondary outcomes. Linear mixed models were constructed for primary and secondary patient-reported outcomes. The quantitative analysis was triangulated using qualitative interviews from a subsample of dyads (n=35) to examine participants' perceptions of their program experience. RESULTS Dyads were randomized to 2 groups: intervention (MR; 140/364, 38.5%) and waitlist control (136/364, 37.4%). No significant change was observed in overall pain, sleep, PTSD, quality of life, relationship satisfaction, overall self-compassion, or compassion for others. A significant reduction in pain interference in mood (P=.008) and sleep (P=.008) was observed among the veteran MR group that was not observed in the waitlist control group. We also observed a positive effect of the MR intervention on a reduction in negative affect associated with pain (P=.049), but this effect did not exceed the adjusted significance threshold (P=.01). Significant improvements were also observed for partners in the affection (P=.007) and conflict (P=.001) subdomains of the consensus and satisfaction domains. In contrast to quantitative results, qualitative data indicated that intervention impacts included improved sleep and reduced pain, anxiety, and stress and, in contrast to the survey data, overall improvement in PTSD symptoms and social relationships. Participants' overall impressions of MR highlight usability and navigation, perceptions on packaging and content, and barriers to and facilitators of MR use. CONCLUSIONS Adjunctive CIH-based modalities can be delivered using web and mobile apps but should be developed and tailored using established best practices. MR may be beneficial for veterans with pain and PTSD and their partners. Further pragmatic trials and implementation efforts are warranted. TRIAL REGISTRATION ClinicalTrials.gov NCT03593772; https://clinicaltrials.gov/study/NCT03593772. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.2196/13666.
Collapse
Affiliation(s)
- Jolie N Haun
- Research and Development Service, James A Haley Veterans' Hospital, Tampa, FL, United States
- Division of Epidemiology, Department of Internal Medicine, University of Utah, Salt Lake City, UT, United States
| | - Christopher A Fowler
- Research and Development Service, James A Haley Veterans' Hospital, Tampa, FL, United States
- Department of Psychiatry and Behavioral Neurosciences, University of South Florida, Tampa, FL, United States
| | - Hari H Venkatachalam
- Research and Development Service, James A Haley Veterans' Hospital, Tampa, FL, United States
| | - Amy C Alman
- College of Public Health, University of South Florida, Tampa, FL, United States
| | - Lisa M Ballistrea
- Research and Development Service, James A Haley Veterans' Hospital, Tampa, FL, United States
| | - Tali Schneider
- Research and Development Service, James A Haley Veterans' Hospital, Tampa, FL, United States
| | - Rachel C Benzinger
- Research and Development Service, James A Haley Veterans' Hospital, Tampa, FL, United States
| | - Christine Melillo
- Research and Development Service, James A Haley Veterans' Hospital, Tampa, FL, United States
| | - Neil B Alexander
- Geriatric Research Education and Clinical Center, VA Ann Arbor Healthcare System, Ann Arbor, MI, United States
- Division of Geriatric and Palliative Medicine, Department of Internal Medicine, University of Michigan, Ann Arbor, MI, United States
| | - S Angel Klanchar
- Research and Development Service, James A Haley Veterans' Hospital, Tampa, FL, United States
| | - William A Lapcevic
- Research and Development Service, James A Haley Veterans' Hospital, Tampa, FL, United States
| | - Matthew J Bair
- Health Services Research and Development Center for Health Information and Communication, Roudebush VA Medical Center, Department of Veterans Affairs, Indianapolis, IN, United States
- Department of Medicine, School of Medicine, Indiana University, Indianapolis, IN, United States
- Regenstrief Institute Inc, Indianapolis, IN, United States
| | - Stephanie L Taylor
- Health Services Research and Development Center for the Study of Healthcare Innovation, Implementation, and Policy, VA Greater Los Angeles Healthcare System, Department of Veterans Affairs, Los Angeles, CA, United States
- Department of Medicine, David Geffen School of Medicine, University of California, Los Angeles, CA, United States
- Department of Health Policy and Management, Fielding School of Public Health, University of California, Los Angeles, CA, United States
| | - Jennifer L Murphy
- National Pain Management, Opioid Safety, and Prescription Drug Monitoring Program, Specialty Care Program Office, Veterans Health Administration, Washington, DC, DC, United States
| | - Dustin D French
- Health Services Research and Development Center of Innovation for Complex Chronic Healthcare, Edward Hines Jr VA Hospital, Department of Veterans Affairs, Hines, IL, United States
- Center for Health Services and Outcomes Research, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
- Departments of Ophthalmology and Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, United States
| |
Collapse
|
5
|
Ackland PE, Hagedorn HJ, Kenny ME, Salameh HA, Kehle-Forbes SM, Gustavson AM, Karimzadeh LE, Meis LA. Using brief reflections to capture and evaluate end-user engagement: a case example using the COMPASS study. BMC Med Res Methodol 2024; 24:103. [PMID: 38698315 PMCID: PMC11065677 DOI: 10.1186/s12874-024-02222-5] [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: 06/27/2023] [Accepted: 04/15/2024] [Indexed: 05/05/2024] Open
Abstract
BACKGROUND Use of participatory research methods is increasing in research trials. Once partnerships are established with end-users, there is less guidance about processes research teams can use to successfully incorporate end-user feedback. The current study describes the use of a brief reflections process to systematically examine and evaluate the impact of end-user feedback on study conduct. METHODS The Comparative Effectiveness of Trauma-Focused and Non-Trauma- Focused Treatment Strategies for PTSD among those with Co-Occurring SUD (COMPASS) study was a randomized controlled trial to determine the effectiveness of trauma-focused psychotherapy versus non-trauma-focused psychotherapy for Veterans with co-occurring posttraumatic stress disorder and substance use disorder who were entering substance use treatment within the Department of Veterans Affairs. We developed and paired a process of "brief reflections" with our end-user engagement methods as part of a supplemental evaluation of the COMPASS study engagement plan. Brief reflections were 30-minute semi-structured discussions with the COMPASS Team following meetings with three study engagement panels about feedback received regarding study issues. To evaluate the impact of panel feedback, 16 reflections were audio-recorded, transcribed, rapidly analyzed, and integrated with other study data sources. RESULTS Brief reflections revealed that the engagement panels made recommended changes in eight areas: enhancing recruitment; study assessment completion; creating uniformity across Study Coordinators; building Study Coordinator connection to Veteran participants; mismatch between study procedures and clinical practice; therapist skill with patients with active substance use; therapist burnout; and dissemination of study findings. Some recommendations positively impact study conduct while others had mixed impact. Reflections were iterative and led to emergent processes that included revisiting previously discussed topics, cross-pollination of ideas across panels, and sparking solutions amongst the Team when the panels did not make any recommendations or recommendations were not feasible. CONCLUSIONS When paired with end-user engagement methods, brief reflections can facilitate systematic examination of end-user input, particularly when the engagement strategy is robust. Reflections offer a forum of accountability for researchers to give careful thought to end-user recommendations and make timely improvements to the study conduct. Reflections can also facilitate evaluation of these recommendations and reveal end-user-driven strategies that can effectively improve study conduct. TRIAL REGISTRATION ClinicalTrials.gov (NCT04581434) on October 9, 2020; https://clinicaltrials.gov/ct2/show/study/NCT04581434?term=NCT04581434&draw=2&rank=1 .
Collapse
Affiliation(s)
- Princess E Ackland
- Center for Care Delivery and Outcomes Research, Minneapolis Veterans Affairs Health Care System, One Veterans Drive (152), Minneapolis, MN, 55417, USA.
- Department of Medicine, University of Minnesota Medical School, 420 Delaware St SE, Minneapolis, MN, 55455, USA.
| | - Hildi J Hagedorn
- Center for Care Delivery and Outcomes Research, Minneapolis Veterans Affairs Health Care System, One Veterans Drive (152), Minneapolis, MN, 55417, USA
- Department of Psychiatry & Behavioral Sciences, University of Minnesota Medical School, 2312 South 6th Street, Minneapolis, MN, 55454, USA
- Center of Excellence in Substance Addiction Treatment and Education, Seattle Division, VA Puget Sound Healthcare System, 1660 S. Columbian Way, Seattle, WA, 98108, USA
| | - Marie E Kenny
- Center for Care Delivery and Outcomes Research, Minneapolis Veterans Affairs Health Care System, One Veterans Drive (152), Minneapolis, MN, 55417, USA
| | - Hope A Salameh
- Center for Care Delivery and Outcomes Research, Minneapolis Veterans Affairs Health Care System, One Veterans Drive (152), Minneapolis, MN, 55417, USA
| | - Shannon M Kehle-Forbes
- Center for Care Delivery and Outcomes Research, Minneapolis Veterans Affairs Health Care System, One Veterans Drive (152), Minneapolis, MN, 55417, USA
- Department of Medicine, University of Minnesota Medical School, 420 Delaware St SE, Minneapolis, MN, 55455, USA
- Women's Health Sciences Division at VA Boston, National Center for PTSD, 150 South Huntington Street, Boston, MA, 02130, USA
| | - Allison M Gustavson
- Center for Care Delivery and Outcomes Research, Minneapolis Veterans Affairs Health Care System, One Veterans Drive (152), Minneapolis, MN, 55417, USA
- Department of Medicine, University of Minnesota Medical School, 420 Delaware St SE, Minneapolis, MN, 55455, USA
| | - Leyla E Karimzadeh
- Center for Care Delivery and Outcomes Research, Minneapolis Veterans Affairs Health Care System, One Veterans Drive (152), Minneapolis, MN, 55417, USA
| | - Laura A Meis
- Center for Care Delivery and Outcomes Research, Minneapolis Veterans Affairs Health Care System, One Veterans Drive (152), Minneapolis, MN, 55417, USA
- Department of Medicine, University of Minnesota Medical School, 420 Delaware St SE, Minneapolis, MN, 55455, USA
- Women's Health Sciences Division at VA Boston, National Center for PTSD, 150 South Huntington Street, Boston, MA, 02130, USA
| |
Collapse
|
6
|
Javier SJ, Carey EP, Gunzburger E, Chen HYP, Zeliadt SB, Williams EC, Chen JA. Pain Care Disparities and the Use of Virtual Care Among Racial-Ethnic Minority Groups During COVID-19. J Gen Intern Med 2024; 39:68-78. [PMID: 38252245 PMCID: PMC10937888 DOI: 10.1007/s11606-023-08473-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/21/2023] [Accepted: 10/10/2023] [Indexed: 01/23/2024]
Abstract
BACKGROUND AND OBJECTIVE COVID-19 led to an unprecedented reliance on virtual modalities to maintain care continuity for patients living with chronic pain. We examined whether there were disparities in virtual specialty pain care for racial-ethnic minority groups during COVID-19. DESIGN AND PARTICIPANTS This was a retrospective national cohort study with two comparison groups: primary care patients with chronic pain seen immediately prior to COVID-19 (3/1/19-2/29/20) (N = 1,649,053) and a cohort of patients seen in the year prior (3/1/18-2/28-19; n = 1,536,954). MAIN MEASURES We assessed use of telehealth (telephone or video) specialty pain care, in-person care specialty pain care, and any specialty pain care for both groups at 6 months following cohort inclusion. We used quasi-Poisson regressions to test associations between patient race and ethnicity and receipt of care. KEY RESULTS Prior to COVID-19, there were Black-White (RR = 0.64, 95% CI [0.62, 0.67]) and Asian-White (RR = 0.63, 95% CI [0.54, 0.75]) disparities in telehealth use, and these lessened during COVID-19 (Black-White: RR = 0.75, 95% CI [0.73, 0.77], Asian-White: RR = 0.81, 95% CI [0.74, 0.89]) but did not disappear. Individuals identifying as American Indian/Alaska Native used telehealth less than White individuals during early COVID-19 (RR = 0.98, 95% CI [0.85, 1.13] to RR = 0.87, 95% CI [0.79, 0.96]). Hispanic/Latinx individuals were less likely than non-Hispanic/Latinx individuals to use telehealth prior to COVID-19 but more likely during early COVID-19 (RR = 0.70, 95% CI [0.66, 0.75] to RR = 1.06, 95% CI [1.02, 1.09]). Disparities in virtual pain care occurred over the backdrop of overall decreased specialty pain care during the early phase of the pandemic (raw decrease of n = 17,481 specialty care encounters overall from pre-COVID to COVID-era), including increased disparities in any VA specialty pain care for Black (RR = 0.81, 95% CI [0.80, 0.83] to RR = 0.79, 95% CI [0.77, 0.80]) and Asian (RR = 0.91, 95% CI [0.86, 0.97] to RR = 0.88, 95% CI [0.82, 0.94]) individuals. CONCLUSIONS Disparities in virtual specialty pain care were smaller during the early phases of the COVID-19 pandemic than prior to the pandemic but did not disappear entirely, despite the rapid growth in telehealth. Targeted efforts to increase access to specialty pain care need to be concentrated among racial-ethnic minority groups.
Collapse
Affiliation(s)
- Sarah J Javier
- Center for Innovation to Implementation (Ci2i), VA Palo Alto Healthcare System, 795 Willow Road (152-MPD), Menlo Park, CA, 94025, USA.
- Stanford University School of Medicine, Stanford, CA, USA.
| | - Evan P Carey
- Center of Innovation for Veteran-Centered and Value-Driven Care, VA Eastern Colorado Health Care System, Denver, CO, USA
- Department of Biostatistics and Informatics, Colorado School of Public Health, University of Colorado Anschutz Medical Campus, Aurora, CO, USA
| | - Elise Gunzburger
- Center of Innovation for Veteran-Centered and Value-Driven Care, VA Eastern Colorado Health Care System, Denver, CO, USA
| | - Huang-Yuan P Chen
- Center of Innovation for Veteran-Centered and Value-Driven Care, VA Eastern Colorado Health Care System, Denver, CO, USA
| | - Steven B Zeliadt
- Center of Innovation for Veteran-Centered and Value-Driven Care, VA Puget Sound Health Care System, Seattle, WA, USA
- Department of Health Systems and Population Health, School of Public Health, University of Washington, Seattle, WA, USA
| | - Emily C Williams
- Center of Innovation for Veteran-Centered and Value-Driven Care, VA Puget Sound Health Care System, Seattle, WA, USA
- Department of Health Systems and Population Health, School of Public Health, University of Washington, Seattle, WA, USA
| | - Jessica A Chen
- Center of Innovation for Veteran-Centered and Value-Driven Care, VA Puget Sound Health Care System, Seattle, WA, USA
- Department of Psychiatry and Behavioral Science, University of Washington, Seattle, WA, USA
| |
Collapse
|