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1.
Med Care ; 61(Suppl 1): S47-S53, 2023 04 01.
Article in English | MEDLINE | ID: covidwho-2286508

ABSTRACT

BACKGROUND: The abrupt shift to virtual care at the onset of the COVID-19 pandemic had the potential to disrupt care practices in virtual behavioral health encounters. We examined changes over time in virtual behavioral health-care-related practices for patient encounters with diagnoses of major depression. METHODS: This retrospective cohort study utilized electronic health record data from 3 integrated health care systems. Inverse probability of treatment weighting was used to adjust for covariates across 3 time periods, prepandemic (January 2019-March 2020), peak-pandemic shift to virtual care (April 2020-June 2020), and recovery of health care operations (July 2020-June 2021). First virtual follow-up behavioral health department encounters after an incident diagnostic encounter were examined for differences across the time periods in rates of antidepressant medication orders and fulfillments, and completion of patient-reported symptoms screeners in service of measurement-based care. RESULTS: Antidepressant medication orders declined modestly but significantly in 2 of the 3 systems during the peak-pandemic period but rebounded during the recovery period. There were no significant changes in patient fulfillment of ordered antidepressant medications. Completion of symptom screeners increased significantly in all 3 systems during the peak-pandemic period and continued to increase significantly in the subsequent period. CONCLUSIONS: A rapid shift to virtual behavioral health care was possible without compromising health-care-related practices. The transition and subsequent adjustment period have instead been marked by improved adherence to measurement-based care practices in virtual visits, signaling a potential new capacity for virtual health care delivery.


Subject(s)
COVID-19 , Depressive Disorder, Major , Telemedicine , Humans , Depressive Disorder, Major/epidemiology , Depressive Disorder, Major/therapy , Pandemics , Depression , Retrospective Studies , Patient Satisfaction
2.
Med Care ; 61(Suppl 1): S21-S29, 2023 04 01.
Article in English | MEDLINE | ID: covidwho-2259970

ABSTRACT

BACKGROUND: During the COVID-19 pandemic, more health care issues were being managed remotely. Urinary tract infections (UTIs) are being managed more often using telehealth although few reports compare the rate of UTI ancillary service orders placed and fulfilled during these visits. OBJECTIVES: We aimed to evaluate and compare the rate of ancillary service orders and order fulfillments in incident UTI diagnoses between virtual and in-person encounters. RESEARCH DESIGN: The retrospective cohort study involved 3 integrated health care systems: Kaiser Permanente (KP) Colorado, KP Georgia, and KP Mid-Atlantic States. SUBJECTS: We included incident UTI encounters from adult primary care data from January 2019 to June 2021. MEASURES: Data were categorized as: prepandemic (January 2019-March 2020), COVID-19 Era 1 (April 2020-June 2020), and COVID-19 Era 2 (July 2020-June 2021). UTI-specific ancillary services included medication, laboratory, and imaging. Orders and order fulfillments were dichotomized for analyses. Weighted percentages for orders and fulfillments were calculated using inverse probability treatment weighting from logistic regression and compared between virtual and in-person encounters using χ2 tests. RESULTS: We identified 123,907 incident encounters. Virtual encounters increased from 13.4% prepandemic to 39.1% in COVID-19 Era 2. Ancillary service orders from virtual encounters were not placed as often as in-person encounters. However, the weighted percentage for ancillary service order fulfillment across all services remained above 65.3% across sites and eras, with many fulfillment percentages above 90%. CONCLUSIONS: Our study reported a high rate of order fulfillment for both virtual and in-person encounters. Health care systems should encourage providers to place ancillary service orders for uncomplicated diagnoses, such as UTI, to provide enhanced access to patient-centered care.


Subject(s)
COVID-19 , Telemedicine , Adult , Humans , United States/epidemiology , COVID-19/epidemiology , Retrospective Studies , Pandemics , Georgia , Colorado/epidemiology , Telemedicine/methods
3.
Med Care ; 61(Suppl 1): S30-S38, 2023 04 01.
Article in English | MEDLINE | ID: covidwho-2278484

ABSTRACT

BACKGROUND/OBJECTIVE: In recent years, 2 circumstances have changed provider-patient interactions in ambulatory care: (1) the replacement of virtual for in-person visits and (2) the COVID-19 pandemic. We studied the potential impact of each event on provider practice and patient adherence by comparing the frequency of the association of provider orders, and patient fulfillment of those orders, by visit mode and pandemic period, for incident neck or back pain (NBP) visits in ambulatory care. METHODS: Data were extracted from the electronic health records of 3 Kaiser Permanente regions (Colorado, Georgia, and Mid-Atlantic States) from January 2017 to June 2021. Incident NBP visits were defined from ICD-10 coded as primary or first listed diagnoses on adult, family medicine, or urgent care visits separated by at least 180 days. Visit modes were classified as virtual or in-person. Periods were classified as prepandemic (before April 2020 or the beginning of the national emergency) or recovery (after June 2020). Percentages of provider orders for, and patient fulfillment of orders, were measured for 5 service classes and compared on: virtual versus in-person visits, and prepandemic versus recovery periods. Comparisons were balanced on patient case-mix using inverse probability of treatment weighting. RESULTS: Ancillary services in all 5 categories at each of the 3 Kaiser Permanente regions were substantially ordered less frequently on virtual compared with in-person visits in both the prepandemic and recovery periods (both P ≤ 0.001). Conditional on an order, patient fulfillment within 30 days was high (typically ≥70%) and not likely meaningfully different between visit modes or pandemic periods. CONCLUSIONS: Ancillary services for incident NBP visits were ordered less frequently during virtual than in-person visits in both prepandemic and recovery periods. Patient fulfillment of orders was high, and not significantly different by mode or period.


Subject(s)
COVID-19 , Telemedicine , Adult , Humans , COVID-19/epidemiology , Pandemics , Back Pain/therapy , Ambulatory Care , Patient Compliance
4.
Med Care ; 61(Suppl 1): S39-S46, 2023 04 01.
Article in English | MEDLINE | ID: covidwho-2278483

ABSTRACT

BACKGROUND/OBJECTIVE: In recent years, 2 circumstances changed provider-patient interactions in primary care: the substitution of virtual (eg, video) for in-person visits and the COVID-19 pandemic. We studied whether access to care might affect patient fulfillment of ancillary services orders for ambulatory diagnosis and management of incident neck or back pain (NBP) and incident urinary tract infection (UTI) for virtual versus in-person visits. METHODS: Data were extracted from the electronic health records of 3 Kaiser Permanente Regions to identify incident NBP and UTI visits from January 2016 through June 2021. Visit modes were classified as virtual (Internet-mediated synchronous chats, telephone visits, or video visits) or in-person. Periods were classified as prepandemic [before the beginning of the national emergency (April 2020)] or recovery (after June 2020). Percentages of patient fulfillment of ancillary services orders were measured for 5 service classes each for NBP and UTI. Differences in percentages of fulfillments were compared between modes within periods and between periods within the mode to assess the possible impact of 3 moderators: distance from residence to primary care clinic, high deductible health plan (HDHP) enrollment, and prior use of a mail-order pharmacy program. RESULTS: For diagnostic radiology, laboratory, and pharmacy services, percentages of fulfilled orders were generally >70-80%. Given an incident NBP or UTI visit, longer distance to the clinic and higher cost-sharing due to HDHP enrollment did not significantly suppress patients' fulfillment of ancillary services orders. Prior use of mail-order prescriptions significantly promoted medication order fulfillments on virtual NBP visits compared with in-person NBP visits in the prepandemic period (5.9% vs. 2.0%, P=0.01) and in the recovery period (5.2% vs. 1.6%, P=0.02). CONCLUSIONS: Distance to the clinic or HDHP enrollment had minimal impact on the fulfillment of diagnostic or prescribed medication services associated with incident NBP or UTI visits delivered virtually or in-person; however, prior use of mail-order pharmacy option promoted fulfillment of prescribed medication orders associated with NBP visits.


Subject(s)
COVID-19 , Telemedicine , Humans , COVID-19/epidemiology , Pandemics , Facilities and Services Utilization , Ambulatory Care , Cost Sharing
5.
Med Care ; 61(Suppl 1): S12-S20, 2023 04 01.
Article in English | MEDLINE | ID: covidwho-2278397

ABSTRACT

BACKGROUND: The delivery of adult primary care (APC) shifted from predominately in-person to modes of virtual care during the COVID-19 pandemic. It is unclear how these shifts impacted the likelihood of APC use during the pandemic, or how patient characteristics may be associated with the use of virtual care. METHODS: A retrospective cohort study using person-month level datasets from 3 geographically disparate integrated health care systems was conducted for the observation period of January 1, 2020, through June 30, 2021. We estimated a 2-stage model, first adjusting for patient-level sociodemographic, clinical, and cost-sharing factors, using generalized estimating equations with a logit distribution, along with a second-stage multinomial generalized estimating equations model that included an inverse propensity score treatment weight to adjust for the likelihood of APC use. Factors associated with APC use and virtual care use were separately assessed for the 3 sites. RESULTS: Included in the first-stage models were datasets with total person-months of 7,055,549, 11,014,430, and 4,176,934, respectively. Older age, female sex, greater comorbidity, and Black race and Hispanic ethnicity were associated with higher likelihood of any APC use in any month; measures of greater patient cost-sharing were associated with a lower likelihood. Conditional on APC use, older age, and adults identifying as Black, Asian, or Hispanic were less likely to use virtual care. CONCLUSIONS: As the transition in health care continues to evolve, our findings suggest that to ensure vulnerable patient groups receive high quality health care, outreach interventions to reduce barriers to virtual care use may be warranted.


Subject(s)
COVID-19 , Delivery of Health Care , Telemedicine , Adult , Humans , COVID-19/epidemiology , Pandemics , Retrospective Studies , Delivery of Health Care/methods
6.
Med Care ; 61(5): 288-294, 2023 05 01.
Article in English | MEDLINE | ID: covidwho-2255080

ABSTRACT

BACKGROUND/OBJECTIVE: InFLUenza Patient-reported Outcome (FLU-PRO Plus) is a 34-item patient-reported outcome instrument designed to capture the intensity and frequency of viral respiratory symptoms. This study evaluates whether FLU-PRO Plus responses could discriminate between symptoms of coronavirus disease 2019 (COVID-19) and influenza-like illness (ILI) with no COVID diagnosis, as well as forecast disease progression. METHODS: FLU-PRO Plus was administered daily for 14 days. Exploratory factor analysis was used to reduce the FLU-PRO Plus responses on the first day to 3 factors interpreted as "symptom clusters." The 3 clusters were used to predict COVID-19 versus ILI diagnosis in logistic regression. Correlation between the clusters and quality of life (QoL) measures was used to assess concurrent validity. The timing of self-reported return to usual health in the 14-day period was estimated as a function of the clusters within COVID-19 and ILI groups. RESULTS: Three hundred fourteen patients completed day 1 FLU-PRO Plus, of which 65% had a COVID-19 diagnosis. Exploratory factor analysis identified 3 symptom clusters: (1)general Body, (2) tracheal/bronchial, and (3) nasopharyngeal. Higher nasopharyngeal scores were associated with higher odds of COVID-19 compared with ILI diagnosis [adjusted odds ratio = 1.61 (1.21, 2.12)]. Higher tracheal/bronchial scores were associated with lower odds of COVID-19 [0.58 (0.44, 0.77)]. The 3 symptom clusters were correlated with multiple QoL measures ( r = 0.14-0.56). Higher scores on the general body and tracheal/bronchial symptom clusters were associated with prolonged time to return to usual health [adjusted hazard ratios: 0.76 (0.64, 0.91), 0.80 (0.67, 0.96)]. CONCLUSION: Three symptom clusters identified from FLU-PRO Plus responses successfully discriminated patients with COVID-19 from non-COVID ILI and were associated with QoL and predicted symptom duration.


Subject(s)
COVID-19 , Influenza, Human , Humans , Influenza, Human/diagnosis , Influenza, Human/epidemiology , Quality of Life , Prospective Studies , Cohort Studies , COVID-19 Testing , Syndrome , COVID-19/diagnosis , COVID-19/epidemiology , Patient Reported Outcome Measures , Factor Analysis, Statistical
7.
Med Care ; 61(Suppl 1): S4-S11, 2023 04 01.
Article in English | MEDLINE | ID: covidwho-2271538

ABSTRACT

BACKGROUND: The COVID-19 pandemic forced many US health care organizations to shift from mostly in-person care to a hybrid of virtual visits (VV) and in-person visits (IPV). While there was an expected and immediate shift to virtual care (VC) early in the pandemic, little is known about trends in VC use after restrictions eased. METHODS: This is a retrospective study using data from 3 health care systems. All completed visits from adult primary care (APC) and behavioral health (BH) were extracted from the electronic health record of adults aged 19 years and older from January 1, 2019 to June 30, 2021. Standardized weekly visit rates were calculated by department and site and analyzed using time series analysis. RESULTS: There was an immediate decrease in APC visits following the onset of the pandemic. IPV were quickly replaced by VV such that VV accounted for most APC visits early in the pandemic. By 2021, VV rates declined, and VC visits accounted for <50% of all APC visits. By Spring 2021, all 3 health care systems saw a resumption of APC visits as rates neared or returned to prepandemic levels. In contrast, BH visit rates remained constant or slightly increased. By April 2020, almost all BH visits were being delivered virtually at each of the 3 sites and continue to do so without changes to utilization. CONCLUSIONS: VC use peaked during the early pandemic period. While rates of VC are higher than prepandemic levels, IPV are the predominant visit type in APC. In contrast, VC use has sustained in BH, even after restrictions eased.


Subject(s)
COVID-19 , Telemedicine , Adult , Humans , COVID-19/epidemiology , Pandemics , Retrospective Studies , Ambulatory Care Facilities , Electronic Health Records
9.
Am J Health Syst Pharm ; 79(12): 950-959, 2022 06 07.
Article in English | MEDLINE | ID: covidwho-1692260

ABSTRACT

PURPOSE: Despite high type 2 diabetes mellitus (T2DM) prevalence in Medicare enrollees, newer therapeutic options, and revised treatment guidelines, little is known about US antihyperglycemic prescribing trends after 2015. This research describes recent monthly antihyperglycemic prescribing trends in a large, diverse population of Medicare enrollees from the US Mid-Atlantic region. METHODS: Encounter data (July 2018-July 2020) for Medicare enrollees 65 years of age or older with T2DM were extracted from electronic health records of a large integrated health system. Descriptive time-series regression models were estimated to describe monthly prescribing rates (ie, prescription orders per 100 eligible plan members with T2DM) overall and by medication subgroups for all-eligible and continuously-eligible samples. Trends in monthly prescription orders per 100 eligible plan members with T2DM were reported. RESULTS: The monthly all-eligible member sample (n > 22,000) exhibited an overall positive baseline monthly prescribing rate of 23.88 T2DM medication orders per 100 members with T2DM and a significant positive monthly prescribing rate trend (ie, change) of 0.12 T2DM medication orders per 100 members with T2DM (P < 0.05). Subgroup T2DM medication order rates per 100 members with T2DM at baseline were 16.28 for first-generation medications, 3.87 for human insulins, 3.04 for insulin analogs, 0.58 for second-generation medications, and 0.11 for combination medications. Human insulins, insulin analogs, and second-generation medications had positive monthly trends (P < 0.05). Among second-generation medications, sodium-glucose cotransporter 2 (SGLT-2) inhibitors and glucagon-like peptide 1 (GLP-1) agonists had positive monthly trends (P < 0.05). Continuously eligible members with T2DM (n = 19,185) had no significant overall monthly prescribing trend; however, human insulins, insulin analogs, and second-generation medications and the SGLT-2 inhibitor class had positive monthly prescribing trends (P < 0.05). CONCLUSION: In a diverse Medicare sample, this study observed increasing monthly trends for second-generation medications, human insulins, and insulin analogs consistent with emerging evidence. Among second-generation medications, SGLT-2 inhibitors became the most commonly prescribed over time.


Subject(s)
Delivery of Health Care, Integrated , Diabetes Mellitus, Type 2 , Sodium-Glucose Transporter 2 Inhibitors , Aged , Diabetes Mellitus, Type 2/drug therapy , Diabetes Mellitus, Type 2/epidemiology , Humans , Hypoglycemic Agents/therapeutic use , Insulin/therapeutic use , Medicare , Sodium-Glucose Transporter 2 Inhibitors/therapeutic use , United States/epidemiology
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