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Llanos AAM, Fong AJ, Ghosh N, Devine KA, O'Malley D, Paddock LE, Bandera EV, Hudson SV, Evens AM, Manne SL. COVID-19 perceptions, impacts, and experiences: a cross-sectional analysis among New Jersey cancer survivors. J Cancer Surviv 2024; 18:439-449. [PMID: 35904727 PMCID: PMC9336177 DOI: 10.1007/s11764-022-01236-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2022] [Accepted: 07/11/2022] [Indexed: 10/27/2022]
Abstract
BACKGROUND Cancer survivors are particularly vulnerable to adverse COVID-19-related outcomes, but limited data exist on perceptions about the pandemic and related experiences in this group. METHODS In a cross-sectional analysis of 494 survivors of genitourinary, breast, gynecologic, colorectal, lung, melanoma, or thyroid cancer, from a larger study of cancer survivors in New Jersey, we assessed perceptions about COVID-19 threat, impacts, and experiences using three validated instruments. Responses were coded on a 7-point Likert scale, and subscales were averaged across included items, with higher scores indicating greater perceptions of COVID-19 threat and greater impacts and experiences because of the pandemic. Multivariable linear regression models were used to determine factors associated with higher scores, with Bonferroni correction for multiple comparisons. RESULTS In general, cancer survivors reported moderate perceived COVID-19 threat (3 items, mean score = 3.71 ± 1.97), minimal COVID-19-related impacts (6 items, mean score = 2.23 ± 1.34), and COVID-19-related experiences (7 items, mean score = 2.17 ± 1.00). COVID-19 impact subscale scores varied little (mean subscale score range = 2.09 to 2.29), while COVID-19 experiences subscale scores were quite variable (mean subscale score range = 1.52 to 3.39). Asian American/Pacific Islander race, Black race, female sex, and having more cardiovascular and metabolic and other comorbidities were associated with higher scores on the perceived coronavirus threat questionnaire. Having completed the COVID-19 questionnaires earlier in the pandemic, younger age, American/Pacific Islander race, Hispanic ethnicity, and having more comorbidities were associated with higher scores on the COVID-19 impact questionnaire. Younger age, racial minority status, and having more cardiovascular and metabolic comorbidities were associated with higher scores on the COVID-19 experience questionnaire. CONCLUSION Among cancer survivors in New Jersey-a state that experienced high rates of COVID-19 infection-sociodemographic and health-related factors (e.g., race and ethnicity, sex, and multimorbidity) correlate with greater perceptions of COVID-19 threat, impacts, and experiences. IMPLICATIONS FOR CANCER SURVIVORS Studies are needed to examine the influence of vaccination status on COVID-19 perceptions and identify inequities in clinical outcomes due to pandemic-related disruptions to cancer care.
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Affiliation(s)
- Adana A M Llanos
- Department of Epidemiology, Mailman School of Public Health, Columbia University Irving Medical Center, New York, NY, USA.
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, NY, USA.
| | - Angela J Fong
- Department of Medicine, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
| | - Nabarun Ghosh
- Department of Biostatistics and Epidemiology, Rutgers School of Public Health, Piscataway, NJ, USA
| | - Katie A Devine
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
- Department of Pediatrics, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Denalee O'Malley
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
- Department of Family Medicine and Community Health, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Lisa E Paddock
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
- New Jersey Department of Health, New Jersey State Cancer Registry, Trenton, NJ, USA
| | - Elisa V Bandera
- Department of Medicine, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
| | - Shawna V Hudson
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
- Department of Family Medicine and Community Health, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
| | - Andrew M Evens
- Department of Medicine, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
| | - Sharon L Manne
- Department of Medicine, Rutgers Robert Wood Johnson Medical School, New Brunswick, NJ, USA
- Rutgers Cancer Institute of New Jersey, New Brunswick, NJ, USA
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Rahimi S, Ononogbu O, Mohan A, Moussa D, Abughosh S, Trivedi MV. Adherence to oral endocrine therapy in racial/ethnic minority patients with low socioeconomic status before and during the COVID-19 pandemic. Int J Clin Pharm 2023; 45:1396-1404. [PMID: 37380914 PMCID: PMC10682303 DOI: 10.1007/s11096-023-01609-6] [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: 12/14/2022] [Accepted: 05/21/2023] [Indexed: 06/30/2023]
Abstract
BACKGROUND Adherence to oral endocrine therapy (OET) is crucial in ensuring its maximum benefit in the prevention and treatment of hormone receptor-positive (HR +) breast cancer (BC). Medication use behavior is suboptimal especially in racial/ethnic minorities with lower socioeconomic status (SES). AIM We aimed to assess the impact of the coronavirus disease 2019 (COVID-19) pandemic on OET adherence and identify demographic and/or clinical characteristics associated with nonadherence in racial/ethnic minorities with lower SES. METHOD A retrospective study was conducted at the Harris Health System in Houston, Texas. Data were collected during the 6 months before and 6 months after the start of the pandemic. The adherence was assessed using the prescription refill data using the proportion of days covered. A multivariable logistic regression model was used to identify demographic/clinical characteristics associated with nonadherence. Eighteen years or older patients on appropriate doses of OET for prevention or treatment of BC were included. RESULTS In 258 patients, adherence was significantly lower during the pandemic (44%) compared to before the pandemic (57%). The demographic/clinical characteristics associated with OET nonadherence before the pandemic were Black/African American, obesity/extreme obesity, prevention setting, tamoxifen therapy, and 4 or more years on OET. During the pandemic, prevention setting and those not using home delivery were more likely to be nonadherent. CONCLUSION OET adherence was significantly reduced during the COVID-19 pandemic in racial/ethnic minority patients with low SES. Patient-centered interventions are necessary to improve OET adherence in these patients.
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Affiliation(s)
- Sama Rahimi
- Department of Pharmacy Practice and Translational Research, University of Houston, College of Pharmacy, Health 2, 4349 Martin Luther King Blvd, Houston, TX, 77204-5000, USA
| | - Onyebuchi Ononogbu
- Department of Pharmacy Practice and Translational Research, University of Houston, College of Pharmacy, Health 2, 4349 Martin Luther King Blvd, Houston, TX, 77204-5000, USA
| | - Anjana Mohan
- Department of Pharmaceutical Outcomes and Policy, University of Houston College of Pharmacy, Houston, TX, USA
| | - Daniel Moussa
- Department of Pharmacy Practice and Translational Research, University of Houston, College of Pharmacy, Health 2, 4349 Martin Luther King Blvd, Houston, TX, 77204-5000, USA
| | - Susan Abughosh
- Department of Pharmaceutical Outcomes and Policy, University of Houston College of Pharmacy, Houston, TX, USA
| | - Meghana V Trivedi
- Department of Pharmacy Practice and Translational Research, University of Houston, College of Pharmacy, Health 2, 4349 Martin Luther King Blvd, Houston, TX, 77204-5000, USA.
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Llanos AAM, Ashrafi A, Ghosh N, Tsui J, Lin Y, Fong AJ, Ganesan S, Heckman CJ. Evaluation of Inequities in Cancer Treatment Delay or Discontinuation Following SARS-CoV-2 Infection. JAMA Netw Open 2023; 6:e2251165. [PMID: 36637818 PMCID: PMC9856904 DOI: 10.1001/jamanetworkopen.2022.51165] [Citation(s) in RCA: 21] [Impact Index Per Article: 21.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
IMPORTANCE There is a disproportionately greater burden of COVID-19 among Hispanic and non-Hispanic Black individuals, who also experience poorer cancer outcomes. Understanding individual-level and area-level factors contributing to inequities at the intersection of COVID-19 and cancer is critical. OBJECTIVE To evaluate associations of individual-level and area-level social determinants of health (SDOH) with delayed or discontinued cancer treatment following SARS-CoV-2 infection. DESIGN, SETTING, AND PARTICIPANTS This retrospective, registry-based cohort study used data from 4768 patients receiving cancer care who had positive test results for SARS-CoV-2 and were enrolled in the American Society for Clinical Oncology COVID-19 Registry. Data were collected from April 1, 2020, to September 26, 2022. EXPOSURES Race and ethnicity, sex, age, and area-level SDOH based on zip codes of residence at the time of cancer diagnosis. MAIN OUTCOMES AND MEASURES Delayed (≥14 days) or discontinued cancer treatment (any cancer treatment, surgery, pharmacotherapy, or radiotherapy) and time (in days) to restart pharmacotherapy. RESULTS A total of 4768 patients (2756 women [57.8%]; 1558 [32.7%] aged ≥70 years at diagnosis) were included in the analysis. There were 630 Hispanic (13.2%), 196 non-Hispanic Asian American or Pacific Islander (4.1%), 568 non-Hispanic Black (11.9%), and 3173 non-Hispanic White individuals (66.5%). Compared with non-Hispanic White individuals, Hispanic and non-Hispanic Black individuals were more likely to experience a delay of at least 14 days or discontinuation of any treatment and drug-based treatment; only estimates for non-Hispanic Black individuals were statistically significant, with correction for multiple comparisons (risk ratios [RRs], 1.35 [95% CI, 1.22-1.49] and 1.37 [95% CI, 1.23-1.52], respectively). Area-level SDOH (eg, geography, proportion of residents without health insurance or with only a high school education, lower median household income) were associated with delayed or discontinued treatment. In multivariable Cox proportinal hazards regression models, estimates suggested that Hispanic (hazard ratio [HR], 0.87 [95% CI, 0.71-1.05]), non-Hispanic Asian American or Pacific Islander (HR, 0.79 [95% CI, 0.46-1.35]), and non-Hispanic Black individuals (HR, 0.81 [95% CI, 0.67-0.97]) experienced longer delays to restarting pharmacotherapy compared with non-Hispanic White individuals. CONCLUSIONS AND RELEVANCE The findings of this cohort study suggest that race and ethnicity and area-level SDOH were associated with delayed or discontinued cancer treatment and longer delays to the restart of drug-based therapies following SARS-CoV-2 infection. Such treatment delays could exacerbate persistent cancer survival inequities in the United States.
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Affiliation(s)
- Adana A. M. Llanos
- Department of Epidemiology, Mailman School of Public Health, Columbia University Irving Medical Center, New York, New York
- Herbert Irving Comprehensive Cancer Center, Columbia University Irving Medical Center, New York, New York
| | - Adiba Ashrafi
- Department of Epidemiology, Mailman School of Public Health, Columbia University Irving Medical Center, New York, New York
| | - Nabarun Ghosh
- Department of Biostatistics and Epidemiology, Rutgers School of Public Health, Piscataway, New Jersey
| | - Jennifer Tsui
- Keck School of Medicine, University of Southern California, Los Angeles
| | - Yong Lin
- Department of Biostatistics and Epidemiology, Rutgers School of Public Health, Piscataway, New Jersey
- Rutgers Cancer Institute of New Jersey, New Brunswick
| | - Angela J. Fong
- Rutgers Cancer Institute of New Jersey, New Brunswick
- Department of Medicine, Rutgers Robert Wood Johnson Medical School, New Brunswick, New Jersey
| | - Shridar Ganesan
- Rutgers Cancer Institute of New Jersey, New Brunswick
- Department of Medicine and Pharmacology, Rutgers Robert Wood Johnson Medical School, New Brunswick, New Jersey
| | - Carolyn J. Heckman
- Rutgers Cancer Institute of New Jersey, New Brunswick
- Department of Medicine, Rutgers Robert Wood Johnson Medical School, New Brunswick, New Jersey
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Rahimi S, Ononogbu O, Mohan A, Moussa D, Abughosh S, Trivedi M. Identifying the predictors of adherence to oral endocrine therapy in racial/ethnic minority patients with low socioeconomic status. RESEARCH SQUARE 2022:rs.3.rs-2379786. [PMID: 36597529 PMCID: PMC9810231 DOI: 10.21203/rs.3.rs-2379786/v1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/24/2022]
Abstract
Background Adherence to oral endocrine therapy (OET) is crucial in ensuring its maximum benefit in prevention and treatment of hormone receptor-positive (HR+) breast cancer (BC) in patients. Medication use behavior is suboptimal especially in racial/ethnic minorities of lower socioeconomic status (SES). We aimed to assess the OET adherence and its predictors in racial/ethnic minority patients of lower SES. Aim We aimed to assess the OET adherence and determine the predictors of OET nonadherence in racial/ethnic minority patients of lower SES. Method A retrospective study was conducted at the Harris Health System in Houston, Texas. Since the study period included the COVID-19 pandemic, data was collected during the 6 months prior and 6 months after the start of the pandemic. The adherence was assessed using the prescription refill data using the proportion of days covered. Multivariable logistic regression model was used to identify predictors of nonadherence. Eighteen years or older patients on appropriate doses of OET for prevention or treatment of BC were included. Result In 258 patients, the adherence was significantly lower during the pandemic (44%) compared to before the pandemic (57%). The predictors of OET nonadherence before the pandemic were Black/African American, obesity/extreme obesity, prevention setting, tamoxifen therapy, and 4 or more years on OET. During the pandemic, prevention setting and those not using home delivery were more likely to be nonadherent. Conclusion Racial/ethnic minority patients of lower SES, especially African Americans and those using OET for prevention of BC, require individualized interventions to improve adherence.
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Kim H, Cho IK, Lee D, Kim K, Lee J, Cho E, Park CHK, Chung S. Effect of Cancer-Related Dysfunctional Beliefs About Sleep on Fear of Cancer Progression in the Coronavirus Pandemic. J Korean Med Sci 2022; 37:e272. [PMID: 36123961 PMCID: PMC9485067 DOI: 10.3346/jkms.2022.37.e272] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/03/2022] [Accepted: 08/18/2022] [Indexed: 11/20/2022] Open
Abstract
BACKGROUND This study aimed to explore clinical correlates of fear of progression (FoP) among patients with cancer during the coronavirus disease 2019 (COVID-19) pandemic and examine the mediation effect of cancer-related dysfunctional beliefs about sleep (C-DBS). METHODS Medical charts of patients with cancer who visited a psycho-oncology clinic between July and November 2021 were reviewed. Baseline socio-demographic and cancer-related variables were collected. Patients' self-report questionnaires, regarding FoP, depression (Patient Health Questionnaire-9 items; PHQ-9), viral anxiety (Stress and Anxiety to Viral Epidemics-6 items; SAVE-6), C-DBS, and other distress, were investigated. Pearson's correlation and linear regression were performed to examine the risk factors of FoP. Mediation effect analysis with the bootstrap method with 2,000 resamples was implemented. RESULTS A total of 231 patients were included in the analysis. Linear regression revealed that FoP was predicted by age (β = -0.14, P = 0.003), PHQ-9 (β = 0.48, P < 0.001), SAVE-6 (β = 0.34, P < 0.001), and C-DBS (β = 0.15, P = 0.005). FoP was directly influenced by SAVE-6 and mediated by C-DBS, while it was directly influenced by PHQ-9 with no mediation effect. CONCLUSION During the COVID-19 pandemic, the FoP of patients with cancer was associated with younger age, depression, viral anxiety, and C-DBS. Depression and viral anxiety directly influenced FoP, while C-DBS mediated the association between viral anxiety and FoP. Therefore, oncology healthcare professionals are recommended to assess C-DBS of their patients when they are highly distressed from FoP.
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Affiliation(s)
- Harin Kim
- Department of Psychiatry, Asan Medical Center, University of Ulsan College of Medicine, Korea
| | - Inn-Kyu Cho
- Department of Psychiatry, Asan Medical Center, University of Ulsan College of Medicine, Korea
| | - Dongin Lee
- Department of Psychiatry, Asan Medical Center, University of Ulsan College of Medicine, Korea
| | - Kyumin Kim
- Department of Psychiatry, Asan Medical Center, University of Ulsan College of Medicine, Korea
| | - Joohee Lee
- Department of Psychiatry, Asan Medical Center, University of Ulsan College of Medicine, Korea
| | - Eulah Cho
- Department of Psychiatry, Asan Medical Center, University of Ulsan College of Medicine, Korea
| | - C Hyung Keun Park
- Department of Psychiatry, Asan Medical Center, University of Ulsan College of Medicine, Korea
| | - Seockhoon Chung
- Department of Psychiatry, Asan Medical Center, University of Ulsan College of Medicine, Korea.
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Vogel K, Rojas CN, Greenberg PB, Margo CE, French DD. Impact of the COVID-19 Pandemic on Cataract Surgeries in the United States. Clin Ophthalmol 2022; 16:1601-1603. [PMID: 35651535 PMCID: PMC9149771 DOI: 10.2147/opth.s367608] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2022] [Accepted: 05/10/2022] [Indexed: 11/23/2022] Open
Affiliation(s)
- Kelly Vogel
- Department of Ophthalmology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Cole N Rojas
- Department of Ophthalmology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
| | - Paul B Greenberg
- Division of Ophthalmology, Alpert Medical School, Brown University, Providence, RI, USA
- Section of Ophthalmology, Providence VA Medical Center, Providence, RI, USA
| | - Curtis E Margo
- Department of Ophthalmology, Morsani College of Medicine, University of South Florida, Tampa, FL, USA
| | - Dustin D French
- Department of Ophthalmology, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
- Department of Medical Social Sciences, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
- Center for Health Services and Outcomes Research, Feinberg School of Medicine, Northwestern University, Chicago, IL, USA
- Veterans Affairs Health Services Research and Development Service, Chicago, IL, USA
- Correspondence: Dustin D French, Department of Ophthalmology, Feinberg School of Medicine, Northwestern University, 645 N. Michigan Ave, Suite 440, Chicago, IL, 60611, USA, Tel +1 312 908 8152, Fax +1 312 695 3652, Email
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Patient-Specific Out-of-Pocket Cost Communication and Remote Financial Navigation in Patients with Multiple Sclerosis: A Randomized Controlled Feasibility Study. Mult Scler Relat Disord 2022; 62:103797. [DOI: 10.1016/j.msard.2022.103797] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/05/2022] [Revised: 03/21/2022] [Accepted: 04/07/2022] [Indexed: 12/12/2022]
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Kim H, Kim H, Lee HJ, Cho E, Koh SJ, Ahmed O, Chung S. The Validation Study of the Stress and Anxiety to Viral Epidemics-6 Scale Among Patients With Cancer in the COVID-19 Pandemic. Front Psychiatry 2022; 13:811083. [PMID: 35492734 PMCID: PMC9046784 DOI: 10.3389/fpsyt.2022.811083] [Citation(s) in RCA: 4] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Accepted: 03/18/2022] [Indexed: 01/12/2023] Open
Abstract
INTRODUCTION The study aimed to explore the psychometric properties of the Stress and Anxiety to Viral Epidemics-6 (SAVE-6) scale among patients with cancer who are in serious situations in the current COVID-19 pandemic. METHODS The survey included questions on the participants' demographic information, clinical history of cancer (including cancer type, stage, current treatment or diagnosis of complete remission), and scores on rating scales, including the SAVE-6 scale, Coronavirus Anxiety Scale (CAS), and the Patient Health Questionnaire-9 (PHQ-9). RESULTS The confirmatory factor analysis (CFA) results determined that the model fits the single factor structure of the SAVE-6 scale among patients with cancer. The multi-group CFA showed that SAVE-6 can measure the anxiety response in a similar way across multiple variables, such as sex, presence of clinical depression, being in a state of complete remission, or currently undergoing cancer treatment. The SAVE-6 scale showed good reliability (Cronbach's alpha = 0.819) and convergent validity with the rating scales, such as CAS [r = 0.348 (95% CI, 0.273-0.419), p < 0.001] and PHQ-9 items score [r = 0.251 (95% CI, 0.172-0.328), p < 0.001]. CONCLUSIONS This study confirms SAVE-6 as a reliable and valid rating scale for measuring the anxiety response of patients with cancer during the current COVID-19 pandemic.
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Affiliation(s)
- Hyeyeong Kim
- Department of Hematology and Oncology, Ulsan University Hospital, University of Ulsan College of Medicine, Seoul, South Korea
| | - Harin Kim
- Department of Psychiatry, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
| | - Hyuk Joo Lee
- Department of Public Medical Service, Seoul National University Bundang Hospital, Seongnam, South Korea
| | - Eulah Cho
- Department of Psychiatry, Seoul Medical Center, Seoul, South Korea
| | - Su-Jin Koh
- Department of Hematology and Oncology, Ulsan University Hospital, University of Ulsan College of Medicine, Seoul, South Korea
| | - Oli Ahmed
- Department of Psychology, University of Chittagong, Chattogram, Bangladesh.,National Centre for Epidemiology and Population Health, Australian National University, Canberra, ACT, Australia
| | - Seockhoon Chung
- Department of Psychiatry, Asan Medical Center, University of Ulsan College of Medicine, Seoul, South Korea
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Cao YJ, Chen D, Liu Y, Smith M. Disparities in the Use of In-Person and Telehealth Primary Care Among High- and Low-Risk Medicare Beneficiaries During COVID-19. J Patient Exp 2021; 8:23743735211065274. [PMID: 34926805 PMCID: PMC8679021 DOI: 10.1177/23743735211065274] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
We conducted a retrospective cohort study using a difference-in-differences design to estimate differences in primary care outpatient clinic visit utilization among high- and low-risk Medicare aging beneficiaries from an Accountable Care Organization during the COVID-19 pandemic compared to a control cohort from the previous year. High-risk was defined as having a Hierarchical Condition Category score of 2 or higher. A total of 582 101 patient-month records were analyzed. After adjusting for patient characteristics, those in the high-risk group had 339 (95% CI [333, 345]) monthly outpatient encounters (in-person and telehealth) per 1000 patients compared to 186 (95% CI [182, 190]) in the low-risk group. This represented a 22.8% and 26.5% decline from the previous year in each group, respectively. Within each group, there was lower utilization among those who were older, male, or dually eligible for Medicaid in the high-risk group and among those who were younger, male, or non-white in the low-risk group. Telehealth use was less common among patients who were older, dually eligible for Medicaid or living in rural/suburban areas compared to urban areas. All results were significant at the 95% level. We found significant disparities based on age, gender, insurance status, and non-white race in primary care utilization during the pandemic among Medicare beneficiaries. With the exception of gender, these disparities differed between high- and low-risk groups. Interventions targeting these vulnerable groups may improve health equity in the setting of public health emergencies.
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Affiliation(s)
- Ying Jessica Cao
- Department of Population Health Sciences, University of
Wisconsin-Madison, Madison, WI, USA
| | - Dandi Chen
- Department of Population Health Sciences, University of
Wisconsin-Madison, Madison, WI, USA
| | - Yao Liu
- Department of Ophthalmology and Visual Sciences, University of
Wisconsin-Madison, Madison, WI, USA
| | - Maureen Smith
- Department of Population Health Sciences, University of
Wisconsin-Madison, Madison, WI, USA
- Department of Family Medicine and Community Health, University of
Wisconsin-Madison, Madison, WI, USA
- Health Innovation Program, University of
Wisconsin-Madison, Madison, WI, USA
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Min TL, Xu L, Choi JD, Hu R, Allen JW, Reeves C, Hsu D, Duszak R, Switchenko J, Sadigh G. COVID-19 Pandemic-Associated Changes in the Acuity of Brain MRI Findings: A Secondary Analysis of Reports Using Natural Language Processing. Curr Probl Diagn Radiol 2021; 51:529-533. [PMID: 34955284 PMCID: PMC8636309 DOI: 10.1067/j.cpradiol.2021.11.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Revised: 11/15/2021] [Accepted: 11/28/2021] [Indexed: 11/22/2022]
Abstract
Rationale and Objectives We aimed to assess early COVID-19 pandemic-associated changes in brain MRI examination frequency and acuity of imaging findings acuity. Methods Using a natural language processing model, we retrospectively categorized reported findings of 12,346 brain MRI examinations performed during 6-month pre-pandemic and early pandemic time periods across a large metropolitan health system into 3 acuity levels: (1) normal or near normal; (2) incidental or chronic findings not requiring a management change; and (3) new or progressive findings requiring a management change. Brain MRI frequency and imaging finding acuity level were compared over time. Results Between March and August of 2019 (pre-pandemic) and 2020 (early pandemic), our health system brain MRI examination volumes decreased 17.0% (6745 vs 5601). Comparing calendar-matched 6-month periods, the proportion of higher acuity findings increased significantly (P< 0.001) from pre-pandemic (22.5%, 43.6% and 34.0% in acuity level 1, 2, and 3, respectively) to early pandemic periods (19.1%, 40.9%, and 40.1%). During the second 3 months of the early pandemic period, as MRI volumes recovered to near baseline, the proportion of higher acuity findings remained high (42.6% vs 34.1%) compared with a similar pre-pandemic period. In a multivariable analysis, Black (B coefficient, 0.16) and underinsured population (B coefficient, 0.33) presented with higher acuity findings (P< 0.05). Conclusions As the volume of brain MRI examinations decreased during the early COVID-19 pandemic, the relative proportion of examinations with higher acuity findings increased significantly. Pandemic-related changes in patient outcomes related to reduced imaging access merits further attention.
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Affiliation(s)
- Taejin L Min
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA
| | - Liyan Xu
- Department of Computer Science, Emory University(,) Atlanta, GA
| | - Jinho D Choi
- Department of Computer Science, Emory University(,) Atlanta, GA
| | - Ranliang Hu
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA
| | - Jason W Allen
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA
| | - Christopher Reeves
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA
| | - Derek Hsu
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA
| | - Richard Duszak
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA
| | - Jeffrey Switchenko
- Department of Epidemiology, Emory University Rollins School of Public Health, Atlanta, GA
| | - Gelareh Sadigh
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA.
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Brown SD, Hardy SM, Bruno MA. Rationing and Disparities in Health Care: Implications for Radiology Clinical Practice Guidelines. J Am Coll Radiol 2021; 19:84-89. [PMID: 34687667 DOI: 10.1016/j.jacr.2021.09.023] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/11/2021] [Revised: 08/27/2021] [Accepted: 09/01/2021] [Indexed: 12/26/2022]
Abstract
We examine the relationship between the rationing of health care resources and disparities in health care delivery and the specific implications for radiologic resource allocation frameworks such as the ACR Appropriateness Criteria. We explore what rationing is in this context and how it is manifested in radiology. We review how rationing has taken many forms and how rationing has influenced the development of disparities in access and outcomes within health care and specifically within the context of radiology. We describe how the relationship between rationing and health care delivery disparities manifested during the coronavirus disease 2019 pandemic and the corrective measures that were proposed to established rationing frameworks to facilitate more equitable pandemic-related resource distribution. We offer suggestions regarding how such solutions might be brought into radiologic resource allocation schemes to help mitigate disparities in radiologic care in the future.
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Affiliation(s)
- Stephen D Brown
- Department of Radiology, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts; and Center for Bioethics, Harvard Medical School, Boston, Massachusetts.
| | - Seth M Hardy
- Department of Radiology, The Penn State Milton S. Hershey Medical Center, Hershey, Pennsylvania
| | - Michael A Bruno
- Vice-Chair, Quality and Chief, Emergency Radiology, The Penn State Milton S. Hershey Medical Center, Hershey, Pennsylvania
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Kim K, Kim H, Lee J, Cho IK, Ahn MH, Son KY, Kim JE, Kim HJ, Yoon SM, Kim SH, Kwon MJ, Kim HJ, Koh SJ, Seo S, Chung S. Functional Impairments in the Mental Health, Depression and Anxiety Related to the Viral Epidemic, and Disruption in Healthcare Service Utilization Among Cancer Patients in the COVID-19 Pandemic Era. Cancer Res Treat 2021; 54:671-679. [PMID: 34583461 PMCID: PMC9296928 DOI: 10.4143/crt.2021.585] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Accepted: 09/16/2021] [Indexed: 12/02/2022] Open
Abstract
Purpose Literature is scarce regarding cancer care utilization during the massive outbreak of coronavirus disease 2019 (COVID-19) in the Republic of Korea. We investigated functional impairments in mental health and their relationships with depression, anxiety regarding the viral epidemic, and disruptions in healthcare service utilization among cancer patients in the COVID-19 pandemic era. Materials and Methods We used an online survey with questions related to the disturbances faced by patients with cancer in utilizing healthcare services in the pandemic era. Current mental health status was assessed using the Work and Social Adjustment Scale (WSAS), Stress and Anxiety to Viral Epidemics-6 (SAVE-6) scale, Patient Health Questionnaire-9 (PHQ-9), Insomnia Severity Index (ISI), Brief Resilience Scale (BRS), Cancer-Related Dysfunctional Beliefs about Sleep Scale (C-DBS), and Fear of COVID-19 over Cancer (FCC). Results Among the 221 responders, 95 (43.0%) reported disruptions in healthcare service utilization during the COVID-19 pandemic. Logistic regression analysis revealed that functional impairment in the mental health of these patients was expected due to disruptions in healthcare service utilization, high levels of depression, anxiety regarding the viral epidemic, fear of COVID over cancer, and low resilience. Mediation analysis showed that patient resilience and cancer-related dysfunctional beliefs about sleep partially mediated the effects of viral anxiety on functional impairment. Conclusion In this pandemic era, patients with cancer experience depression, anxiety regarding the viral epidemic, and disruptions in healthcare service utilization, which may influence their functional impairments in mental health.
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Affiliation(s)
- Kyumin Kim
- Department of Psychiatry, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Harin Kim
- Department of Psychiatry, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Joohee Lee
- Department of Psychiatry, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Inn-Kyu Cho
- Department of Psychiatry, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Myung Hee Ahn
- Division of Psychiatry, Health Screening and Promotion Center, Asan Medical Center, Seoul, Korea
| | - Ki Young Son
- Department of Family Medicine, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Jeong Eun Kim
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Hee Jeong Kim
- Division of Breast Surgery, Department of Surgery, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Sang Min Yoon
- Department of Radiation Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - So Hee Kim
- Cancer Edu-Info Center, Asan Medical Center, Seoul, Korea
| | - Moon Jung Kwon
- Cancer Edu-Info Center, Asan Medical Center, Seoul, Korea
| | - Hwa Jung Kim
- Department of Clinical Epidemiology and Biostatistics, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Su-Jin Koh
- Department of Hematology and Oncology, Ulsan University Hospital, University of Ulsan College of Medicine, Ulsan, Korea
| | - Seyoung Seo
- Department of Oncology, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
| | - Seockhoon Chung
- Department of Psychiatry, Asan Medical Center, University of Ulsan College of Medicine, Seoul, Korea
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Primary Care and Telehealth Spending Differed Across Primary Care Specialties During COVID-19 Stay-at-Home Order. J Gen Intern Med 2021; 36:2191-2193. [PMID: 33963506 PMCID: PMC8104036 DOI: 10.1007/s11606-021-06853-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Accepted: 04/22/2021] [Indexed: 11/25/2022]
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14
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Sadigh G, Gray RJ, Sparano JA, Yanez B, Garcia SF, Timsina LR, Sledge GW, Cella D, Wagner LI, Carlos RC. Breast cancer patients' insurance status and residence zip code correlate with early discontinuation of endocrine therapy: An analysis of the ECOG-ACRIN TAILORx trial. Cancer 2021; 127:2545-2552. [PMID: 33793979 DOI: 10.1002/cncr.33527] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Revised: 01/25/2021] [Accepted: 02/02/2021] [Indexed: 01/13/2023]
Abstract
BACKGROUND Early discontinuation is a substantial barrier to the delivery of endocrine therapies (ETs) and may influence recurrence and survival. The authors investigated the association between early discontinuation of ET and social determinants of health, including insurance coverage and the neighborhood deprivation index (NDI), which was measured on the basis of patients' zip codes, in breast cancer. METHODS In this retrospective analysis of a prospective randomized clinical trial (Trial Assigning Individualized Options for Treatment), women with hormone receptor-positive, human epidermal growth factor receptor 2-negative breast cancer who started ET within a year of study entry were included. Early discontinuation was calculated as stopping ET within 4 years of its start for reasons other than distant recurrence or death via Kaplan-Meier estimates. A Cox proportional hazards joint model was used to analyze the association between early discontinuation of ET and factors such as the study-entry insurance and NDI, with adjustments made for other variables. RESULTS Of the included 9475 women (mean age, 55.6 years; White race, 84%), 58.0% had private insurance, whereas 11.7% had Medicare, 5.8% had Medicaid, 3.8% were self-pay, and 19.1% were treated at international sites. The early discontinuation rate was 12.3%. Compared with those with private insurance, patients with Medicaid (hazard ratio [HR], 1.53; 95% confidence interval [CI], 1.23-1.92) and self-pay patients (HR, 1.65; 95% CI, 1.25-2.17) had higher early discontinuation. Participants with a first-quartile NDI (highest deprivation) had a higher probability of discontinuation than those with a fourth-quartile NDI (lowest deprivation; HR, 1.34; 95% CI, 1.11-1.62). CONCLUSIONS Patients' insurance and zip code at study entry play roles in adherence to ET, with uninsured and underinsured patients having a high rate of treatment nonadherence. Early identification of patients at risk may improve adherence to therapy. LAY SUMMARY In this retrospective analysis of 9475 women with breast cancer participating in a clinical trial (Trial Assigning Individualized Options for Treatment), Medicaid and self-pay patients (compared with those with private insurance) and those in the highest quartile of neighborhood deprivation scores (compared with those in the lowest quartile) had a higher probability of early discontinuation of endocrine therapy. These social determinants of health assume larger importance with the expected increase in unemployment rates and loss of insurance coverage in the aftermath of the coronavirus disease 2019 pandemic. Early identification of patients at risk and enrollment in insurance optimization programs may improve the persistence of therapy.
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Affiliation(s)
| | - Robert J Gray
- ECOG-ACRIN Biostatistics Center, Dana-Farber Cancer Institute, Boston, Massachusetts
| | - Joseph A Sparano
- Montefiore Medical Center, Albert Einstein College of Medicine, Bronx, New York
| | | | | | - Lava R Timsina
- Indiana University School of Medicine, Indianapolis, Indiana
| | | | | | - Lynne I Wagner
- Wake Forest University Health Sciences, Winston-Salem, North Carolina
| | - Ruth C Carlos
- University of Michigan Comprehensive Cancer Center, Ann Arbor, Michigan
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Malta DC, Gomes CS, Silva AGD, Cardoso LSDM, Barros MBDA, Lima MG, Souza Junior PRBD, Szwarcwald CL. Use of health services and adherence to social distancing by adults with Noncommunicable Diseases during the COVID-19 pandemic, Brazil, 2020. CIENCIA & SAUDE COLETIVA 2021; 26:2833-2842. [PMID: 34231696 DOI: 10.1590/1413-81232021267.00602021] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Accepted: 03/22/2021] [Indexed: 11/22/2022] Open
Abstract
The present study investigates the association between the self-reported diagnosis of noncommunicable disease (NCD) and the adherence to social distancing and the use of health services during the COVID-19 pandemic. This was a cross-sectional study with Brazilian adults who participated in the ConVid- Behavior Survey, conducted online between April 24 and May 24, 2020(n = 45.161). This studyconsidered the following NCDs: diabetes, hypertension, respiratory disease, heart disease, and cancer, and evaluated the use of health services and the adherence to social distancing, as well as estimated the prevalences and adjusted prevalence ratio (aPR); 33,9% (95% CI: 32,5-35,3) referred to one or more NCD. Individuals with NCDsshowed a greater adherence to intense social distancing (aPR: 1,07;95% CI: 1,03-1,11), sought out health services more often (aPR:1,24; 95% CI:1,11-1,38), and found greater difficultyin scheduling doctor's appointments (aPR:1.52; 95% CI 1,35-1,71), receiving healthcare treatment (APR:1,50;95% CI:1,22-1,84) and medication (APR:2,17;95% CI:1,77-2,67), and performing examinations (APR:1,78;95% CI:1,50-2,10) and scheduled interventions (APR:1,65;95% CI:1,16-2,34). The presence of NCDs was associated with social distancing, seeking out health care, and difficulty in using health services.
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Affiliation(s)
- Deborah Carvalho Malta
- Departamento de Enfermagem Materno-Infantil e Saúde Pública, Universidade Federal de Minas Gerais. Av. Alfredo Balena 190 5º andar, Escola de Enfermagem, Santa Efigênia. 30130100 Belo Horizonte MG Brasil.
| | - Crizian Saar Gomes
- Programa de Pós-Graduação em Enfermagem, Escola de Enfermagem, Universidade Federal de Minas Gerais. Belo Horizonte MG Brasil
| | - Alanna Gomes da Silva
- Programa de Pós-Graduação em Enfermagem, Escola de Enfermagem, Universidade Federal de Minas Gerais. Belo Horizonte MG Brasil
| | | | | | - Margareth Guimarães Lima
- Departamento de Saúde Coletiva, Faculdade de Ciências Médicas, Universidade Estadual de Campinas. Campinas São Paulo Brasil
| | | | - Célia Landmann Szwarcwald
- Instituto de Comunicação e Informação Científica e Tecnológica em Saúde, Fundação Oswaldo Cruz. Rio de Janeiro RJ Brasil
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Covid-19 infection in cancer patients: the management in a diagnostic unit. Radiol Oncol 2021; 55:121-129. [PMID: 33675200 PMCID: PMC8042821 DOI: 10.2478/raon-2021-0010] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2020] [Accepted: 12/19/2020] [Indexed: 12/15/2022] Open
Abstract
Background COVID-19 infection is particularly aggressive in frail patients, as cancer patients. Therefore, the more suitable management of the oncological patient requires a multidisciplinary assessment, to identify which patients should be treated, as inpatients or outpatients, and which treatments can be procrastinated. Conclusions The role of radiologist is crucial, and, all cancer patients who need an imaging evaluation will need to be studied, using the most appropriate imaging tools related to the clinical question and paying a special attention to preserve public health. Guidelines are necessary in the correct organization of a radiology unit to manage patients with suspected or confirmed COVID-19 infection, and whenever possible, a satellite radiography center with dedicated equipment should be used to decrease the transmission risk.
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Whaley CM, Pera MF, Cantor J, Chang J, Velasco J, Hagg HK, Sood N, Bravata DM. Changes in Health Services Use Among Commercially Insured US Populations During the COVID-19 Pandemic. JAMA Netw Open 2020; 3:e2024984. [PMID: 33151319 PMCID: PMC7645698 DOI: 10.1001/jamanetworkopen.2020.24984] [Citation(s) in RCA: 254] [Impact Index Per Article: 63.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/06/2020] [Accepted: 09/07/2020] [Indexed: 01/08/2023] Open
Abstract
Importance The coronavirus disease 2019 (COVID-19) pandemic has placed unprecedented strain on patients and health care professionals and institutions, but the association of the pandemic with use of preventive, elective, and nonelective care, as well as potential disparities in use of health care, remain unknown. Objective To examine changes in health care use during the first 2 months of the COVID-19 pandemic in March and April of 2020 relative to March and April of 2019 and 2018, and to examine whether changes in use differ by patient's zip code-level race/ethnicity or income. Design, Setting, and Participants This cross-sectional study analyzed health insurance claims for patients from all 50 US states who receive health insurance through their employers. Changes in use of preventive services, nonelective care, elective procedures, prescription drugs, in-person office visits, and telemedicine visits were examined during the first 2 months of the COVID-19 pandemic in 2020 relative to existing trends in 2019 and 2018. Disparities in the association of the pandemic with health care use based on patient's zip code-level race and income were also examined. Results Data from 5.6, 6.4, and 6.8 million US individuals with employer-sponsored insurance in 2018, 2019, and 2020, respectively, were analyzed. Patient demographics were similar in all 3 years (mean [SD] age, 34.3 [18.6] years in 2018, 34.3 [18.5] years in 2019, and 34.5 [18.5] years in 2020); 50.0% women in 2018, 49.5% women in 2019, and 49.5% women in 2020). In March and April 2020, regression-adjusted use rate per 10 000 persons changed by -28.2 (95% CI, -30.5 to -25.9) and -64.5 (95% CI, -66.8 to -62.2) for colonoscopies; -149.1 (95% CI, -162.0 to -16.2) and -342.1 (95% CI, -355.0 to -329.2) for mammograms; -60.0 (95% CI, -63.3 to -54.7) and -118.1 (95% CI, -112.4 to -113.9) for hemoglobin A1c tests; -300.5 (95% CI, -346.5 to -254.5) and -369.0 (95% CI, -414.7 to -323.4) for child vaccines; -4.6 (95% CI, -5.3 to -3.9) and -10.9 (95% CI, -11.6 to -10.2) for musculoskeletal surgery; -1.1 (95% CI, -1.4 to -0.7) and -3.4 (95% CI, -3.8 to -3.0) for cataract surgery; -13.4 (95% CI, -14.6 to -12.2) and -31.4 (95% CI, -32.6 to -30.2) for magnetic resonance imaging; and -581.1 (95% CI, -612.9 to -549.3) and -1465 (95% CI, -1496 to -1433) for in-person office visits. Use of telemedicine services increased by 227.9 (95% CI, 221.7 to 234.1) per 10 000 persons and 641.6 (95% CI, 635.5 to 647.8) per 10 000 persons. Patients living in zip codes with lower-income or majority racial/ethnic minority populations experienced smaller reductions in in-person visits (≥80% racial/ethnic minority zip code: 200.0 per 10 000 [95% CI, 128.9-270.1]; 79%-21% racial/ethnic minority zip code: 54.2 per 10 000 [95% CI, 33.6-74.9]) but also had lower rates of adoption of telemedicine (≥80% racial/ethnic minority zip code: -71.6 per 10 000 [95% CI, -87.6 to -55.5]; 79%-21% racial/ethnic minority zip code: -15.1 per 10 000 [95% CI, -19.8 to -10.4]). Conclusions and Relevance In this cross-sectional study of a large US population with employer-sponsored insurance, the first 2 months of the COVID-19 pandemic were associated with dramatic reductions in the use of preventive and elective care. Use of telemedicine increased rapidly but not enough to account for reductions in in-person primary care visits. Race and income disparities at the zip code level exist in use of telemedicine.
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Affiliation(s)
| | | | | | | | | | | | - Neeraj Sood
- Sol Price School of Public Policy and Schaeffer Center, University of Southern California, Los Angeles
- National Bureau for Economic Research, Cambridge, Massachusetts
| | - Dena M. Bravata
- Castlight Health, San Francisco, California
- Center for Primary Care and Outcomes Research, Stanford, California
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