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Brown SD, Garcia BL, Ritchie JL, Tsai AL, Millman A, Greenberg M, Quesenberry CP, Ferrara A. Digital health outreach to promote postpartum screening after gestational diabetes: A randomized factorial pilot study. PEC Innov 2024; 4:100256. [PMID: 38282680 PMCID: PMC10818066 DOI: 10.1016/j.pecinn.2024.100256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/23/2023] [Revised: 12/18/2023] [Accepted: 01/17/2024] [Indexed: 01/30/2024]
Abstract
Objective We examined the acceptability and feasibility of a multi-component digital health outreach intervention to promote uptake of guideline-recommended postpartum screening for type 2 diabetes among patients with gestational diabetes (GDM). Methods We conducted a 24 randomized factorial experiment as part of the Multiphase Optimization Strategy (MOST) preparation phase for developing behavioral interventions. Participants with current or recent GDM in an integrated healthcare system were randomized to receive an outreach message with up to four intervention components, designed to be self-administered in about 10 min and efficiently delivered online via REDCap: a streamlined values affirmation, personalized information on diabetes risk, an interactive motivational interviewing-based component, and an interactive action planning component. Patient-reported acceptability and feasibility outcomes were assessed via survey. Results Among 162 participants, 72% self-identified with a racial/ethnic minority group. Across components, acceptability scores averaged 3.9/5; ≥91% of participants read most or all of the outreach message; ≥89% perceived the amount of information as "about right"; and ≥ 87% completed ≥1 interactive prompt. Conclusion Each intervention component was acceptable to diverse patients and feasible to deliver in a brief, self-directed, online format. Innovation These novel components target unaddressed barriers to patient engagement in guideline-recommended postpartum diabetes screening and adapt theory-based behavior change techniques for large-scale use.
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Affiliation(s)
- Susan D. Brown
- Department of Internal Medicine, University of California, Davis, Sacramento, CA, USA
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Brittany L. Garcia
- Department of Internal Medicine, University of California, Davis, Sacramento, CA, USA
| | - Jenna L. Ritchie
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Ai-Lin Tsai
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Andrea Millman
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Mara Greenberg
- Regional Perinatal Service Center, Kaiser Permanente Northern California, Oakland, CA, USA
| | | | - Assiamira Ferrara
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
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2
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Patel R, Huang J, Hsueh L, Gopalan A, Millman A, Franklin I, Reed M. Telemedicine's Impact on Diabetes Care during the COVID-19 Pandemic: A Cohort Study in a Large Integrated Healthcare System. medRxiv 2024:2024.02.25.24303335. [PMID: 38464156 PMCID: PMC10925369 DOI: 10.1101/2024.02.25.24303335] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 03/12/2024]
Abstract
Introduction To examine if patients exposed to primary care telemedicine (telephone or video) early in the COVID-19 pandemic had higher rates of downstream HbA1c measurement and improved HbA1c levels in the second year of the pandemic. Research Design and Methods In a cohort of 242, 848 Kaiser Permanente Northern California patients with diabetes, we examined associations between early-pandemic patient-initiated telemedicine visit and downstream HbA1c monitoring and results during the second year of the pandemic. Results Adjusted HbA1c measurement rates were significantly higher among patients with telemedicine exposure in the early-pandemic prior year than those with no visits in the prior year (91.0% testing for patients with video visits, 90.5% for telephone visits, visits, 86.7% for no visits, p < 0.05). Among those with HbA1c measured, the rates of having an HbA1c < 8% in the second year of the COVID-19 pandemic were also statistically significantly higher among patients with telemedicine exposure in the early-pandemic prior year than those with no visits in the prior year (68.5% with HbA1c< 8% for video visits, 67.3% for telephone visits, 66.6% for no visits, p < 0.05). Conclusions Access to telephone and video telemedicine throughout the early COVID-19 pandemic was associated with patients' continued engagement in recommended diabetes care. Although our study analyzed telemedicine use during a pandemic, telemedicine visits may continue to support ongoing health care access and positive clinical outcomes.
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Affiliation(s)
- Reysha Patel
- University of California Riverside, School of Medicine, Riverside, CA
| | - Jie Huang
- Kaiser Permanente Division of Research, Oakland, CA
| | | | | | | | | | - Mary Reed
- Kaiser Permanente Division of Research, Oakland, CA
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3
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Brown SD, Kiernan M, Ehrlich SF, Zhu Y, Hedderson MM, Daredia S, Feng J, Millman A, Quesenberry CP, Ferrara A. Intrinsic motivation for physical activity, healthy eating, and self-weighing in association with corresponding behaviors in early pregnancy. Prev Med Rep 2023; 36:102456. [PMID: 37854666 PMCID: PMC10580041 DOI: 10.1016/j.pmedr.2023.102456] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Revised: 09/18/2023] [Accepted: 10/01/2023] [Indexed: 10/20/2023] Open
Abstract
Healthy lifestyle behaviors influence maternal cardiovascular health, but motivation for them in pregnancy is poorly understood. We examined whether intrinsic motivation (assessed on 5-point scales for each behavior) is associated with three lifestyle behaviors in early pregnancy: physical activity, by intensity level; healthy eating, quantified with the Alternate Healthy Eating Index for Pregnancy (AHEI-P); and weight self-monitoring, a standard weight management technique. Participants in the Northern California Pregnancy, Lifestyle and Environment Study (PETALS) population-based cohort completed validated surveys in early pregnancy (2017-18; N = 472; 22 % Asian, 6 % Black, 30 % Hispanic, 13 % multiracial, 30 % White). Cross-sectional data were analyzed in 2021-22. Overall, 40.7 % (n = 192) met United States national physical activity guidelines; the average AHEI-P score was 62.3 out of 130 (SD 11.4); and 36.9 % reported regular self-weighing (≥once/week; n = 174). In models adjusted for participant characteristics, 1-unit increases in intrinsic motivation were associated with increased likelihood of meeting physical activity guidelines (risk ratio [95 % CI]: 1.66 [1.48, 1.86], p < 0.0001); meeting sample-specific 75th percentiles for vigorous physical activity (1.70 [1.44, 1.99], p < 0.0001) and AHEI-P (1.75 [1.33, 2.31], p < 0.0001); and regular self-weighing (2.13 [1.92, 2.37], p < 0.0001). A 1-unit increase in intrinsic motivation lowered the risk of meeting the 75th percentile for sedentary behavior (0.79 [0.67, 0.92], p < 0.003). Intrinsic motivation was not associated with reaching 75th percentiles for total, light, or moderate activity. Intrinsic motivation is associated with physical activity, healthy eating, and self-weighing among diverse individuals in early pregnancy. Results can inform intervention design to promote maternal health via increased enjoyment of lifestyle behaviors.
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Affiliation(s)
- Susan D. Brown
- Department of Internal Medicine, University of California, Davis, Sacramento, CA, USA
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
- Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, USA
- Center for Upstream Prevention of Adiposity and Diabetes Mellitus (UPSTREAM), Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Michaela Kiernan
- Stanford Prevention Research Center, Stanford University School of Medicine, Stanford, CA, USA
| | | | - Yeyi Zhu
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
- Department of Epidemiology and Biostatistics, University of California, San Francisco, CA, USA
| | - Monique M. Hedderson
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
- Kaiser Permanente Bernard J. Tyson School of Medicine, Pasadena, CA, USA
- Center for Upstream Prevention of Adiposity and Diabetes Mellitus (UPSTREAM), Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Saher Daredia
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Juanran Feng
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | - Andrea Millman
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
| | | | - Assiamira Ferrara
- Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
- Center for Upstream Prevention of Adiposity and Diabetes Mellitus (UPSTREAM), Division of Research, Kaiser Permanente Northern California, Oakland, CA, USA
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4
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Millman A, Huang J, Graetz I, Lee C, Shan J, Hsueh L, Muelly E, Gopalan A, Reed M. Patient-reported Primary Care Video and Telephone Telemedicine Preference Shifts During the COVID-19 Pandemic. Med Care 2023; 61:772-778. [PMID: 37733433 PMCID: PMC10592113 DOI: 10.1097/mlr.0000000000001916] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 09/22/2023]
Abstract
BACKGROUND Patient perceptions of primary care telephone and video telemedicine and whether COVID-19 pandemic-related telemedicine exposure shifted patients' visit preference is unknown. OBJECTIVES We examined patient surveys to understand the health care experience of patients seeking primary care through telemedicine and how patients expected their preferences to shift as a result of the COVID-19 pandemic. RESEARCH DESIGN/SUBJECTS In an integrated delivery system that shifted to a "telemedicine-first" health care model during the COVID-19 pandemic, we sampled monthly and collected 1000 surveys from adults with primary care telemedicine visits scheduled through the online patient portal between 3/16/2020 and 10/31/2020. MEASURES Participants reported their preferred primary care visit modality (telephone, video, or in-person visits) across 3 time points: before, during and (hypothetically) after the COVID-19 pandemic, and reported their general assessment of primary care visits during the pandemic. RESULTS The majority of participants preferred in-person visits before (69%) and after the COVID-19 pandemic (57%). However, most participants reported a preference for telemedicine visits during the pandemic and continue to prefer telemedicine visits at a 12% higher rate post-pandemic. Many participants (63%) expressed interest in using telemedicine at least some of the time. Among participants reporting a recent telemedicine visit, 85% agreed that the visit addressed their health needs. CONCLUSION As primary care visit modality preferences continue to evolve, patients anticipate that they will continue to prefer telemedicine visits, both video and telephone, at an increased rate than before the COVID-19 pandemic.
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Affiliation(s)
| | - Jie Huang
- Kaiser Permanente Division of Research, Oakland, CA
| | - Ilana Graetz
- Department of Health Policy and Management, Emory University Rollins School of Public Health, Atlanta, GA
| | | | - Judy Shan
- School of Medicine, University of California San Francisco, San Francisco, CA
| | - Loretta Hsueh
- Department of Psychology, University of Illinois Chicago, Chicago, IL
| | | | | | - Mary Reed
- Kaiser Permanente Division of Research, Oakland, CA
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5
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Reed M, Huang J, Somers M, Hsueh L, Graetz I, Millman A, Muelly E, Gopalan A. Telemedicine Versus In-Person Primary Care: Treatment and Follow-up Visits. Ann Intern Med 2023; 176:1349-1357. [PMID: 37844311 DOI: 10.7326/m23-1335] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/18/2023] Open
Abstract
BACKGROUND Beyond initial COVID-19 pandemic emergency expansions of telemedicine use, it is unclear how well primary care telemedicine addresses patients' needs. OBJECTIVE To compare treatment and follow-up visits (office, emergency department, hospitalization) between primary care video or telephone telemedicine and in-person office visits. DESIGN Retrospective design based on administrative and electronic health record (EHR) data. SETTING Large, integrated health care delivery system with more than 1300 primary care providers, between April 2021 and December 2021 (including the COVID-19 pandemic Delta wave). PATIENTS 1 589 014 adult patients; 26.5% were aged 65 years or older, 54.9% were female, 22.2% were Asian, 7.4% were Black, 22.3% were Hispanic, 46.5% were White, 21.5% lived in neighborhoods with lower socioeconomic status, and 31.8% had a chronic health condition. MEASUREMENTS Treatment outcomes included medication or antibiotic prescribing and laboratory or imaging ordering. Follow-up visits included in-person visits to the primary care office or emergency department or hospitalization within 7 days. Outcomes were adjusted for sociodemographic and clinical characteristics overall and stratified by clinical area (abdominal pain, gastrointestinal concerns, back pain, dermatologic concerns, musculoskeletal pain, routine care, hypertension or diabetes, and mental health). RESULTS Of 2 357 598 primary care visits, 50.8% used telemedicine (19.5% video and 31.3% telephone). After adjustment, medications were prescribed in 46.8% of office visits, 38.4% of video visits, and 34.6% of telephone visits. After the visit, 1.3% of in-person visits, 6.2% of video visits, and 7.6% of telephone visits had a 7-day return in-person primary care visit; 1.6% of in-person visits, 1.8% of video visits, and 2.1% of telephone visits were followed by an emergency department visit. Differences in follow-up office visits were largest after index office versus telephone visits for acute pain conditions and smallest for mental health. LIMITATIONS In the study setting, telemedicine is fully integrated with ongoing EHRs and with clinicians, and the study examines an insured population during the late COVID-19 pandemic period. Observational comparison lacks detailed severity or symptom measures. Follow-up was limited to 7 days. Clinical area categorization uses diagnosis code rather than symptom. CONCLUSION In-person return visits were somewhat higher after telemedicine compared with in-person primary care visits but varied by specific clinical condition. PRIMARY FUNDING SOURCE Agency for Healthcare Research and Quality.
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Affiliation(s)
- Mary Reed
- Kaiser Permanente Division of Research, Oakland, California (M.R., J.H., M.S., A.M., A.G.)
| | - Jie Huang
- Kaiser Permanente Division of Research, Oakland, California (M.R., J.H., M.S., A.M., A.G.)
| | - Madeline Somers
- Kaiser Permanente Division of Research, Oakland, California (M.R., J.H., M.S., A.M., A.G.)
| | - Loretta Hsueh
- Kaiser Permanente Division of Research, Oakland, California, and University of Illinois Chicago, Chicago, Illinois (L.H.)
| | | | - Andrea Millman
- Kaiser Permanente Division of Research, Oakland, California (M.R., J.H., M.S., A.M., A.G.)
| | - Emilie Muelly
- The Permanente Medical Group, Santa Clara, California (E.M.)
| | - Anjali Gopalan
- Kaiser Permanente Division of Research, Oakland, California (M.R., J.H., M.S., A.M., A.G.)
- The Permanente Medical Group, Santa Clara, California (E.M.)
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6
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Brown SD, Kiernan M, Ehrlich SF, Hedderson M, Daredia S, Millman A, Buman MP, Serrato Bandera H, Quesenberry CP, Ferrara A. Abstract MP72: Intrinsic Motivation is Associated With Greater Physical Activity and Less Sedentary Behavior During Early Pregnancy. Circulation 2023. [DOI: 10.1161/circ.147.suppl_1.mp72] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 03/16/2023]
Abstract
Background:
National guidelines recommend physical activity (PA) during pregnancy for optimal cardiovascular and overall health. Yet most individuals do not engage in sufficient PA and motivation for PA during pregnancy is poorly understood.
Methods:
We examined intrinsic motivation for PA (i.e., engaging in activity for enjoyment or satisfaction) and its cross-sectional associations with PA, by intensity level, in the first trimester of pregnancy. Data come from the Pregnancy, Lifestyle and Environment Study (PETALS), a population-based cohort study set in an integrated health system. Following recruitment at 10-13 weeks’ gestation, participants (
N
=472; 71% from racial/ethnic groups other than White) completed the validated Behavioral Regulation in Exercise Questionnaire-2 (BREQ-2, intrinsic subscale); and Pregnancy Physical Activity Questionnaire (PPAQ) to estimate typical PA in the prior 2 months, as expressed in MET [metabolic equivalent] hours/week (by intensity and, for MVPA, by domain—i.e., limited to intentional activity such as sports, walking, aerobic exercise, etc.). Data were collected in 2017-18.
Results:
As hypothesized, intrinsic motivation was higher among those who met (
n
=192, 40.7%) vs. did not meet national guidelines for 150 minutes/week of moderate-to-vigorous intensity PA (MVPA; mean BREQ-2 scores [SD]: 2.84 [0.89] vs. 1.94 [1.02],
p
<0.0001). Likewise, intrinsic motivation was higher among those who scored at or above (
n
=131, 27.8%) vs. below the sample-specific 75
th
percentile for vigorous PA (2.86 [0.93] vs. 2.09 [1.03],
p
<0.0001); and lower among those who scored at or above (
n
=119, 25.2%) vs. below the 75
th
percentile for sedentary behavior (1.99 [1.14] vs. 2.41 [1.01],
p
=0.0005). Intrinsic motivation was not associated with reaching the 75
th
percentiles for total, light, or moderate PA. In modified Poisson regression models adjusted for age, pre-pregnancy body mass index, race/ethnicity, education, and parity, a 1-unit increase in BREQ-2 score was associated with an increased probability of meeting or exceeding MVPA guidelines (rate ratio [95% CI]: 1.66 [1.48, 1.86]) and scoring at or above the 75
th
percentile for vigorous PA (1.70 [1.44, 1.99]). A 1-unit increase in BREQ-2 score decreased the probability of scoring at or above the 75
th
percentile for sedentary behavior (0.79 [0.67, 0.92]).
Conclusions:
Only 4 in 10 participants met national guidelines for MVPA in the first trimester of pregnancy. Intrinsic motivation was associated with greater MVPA and vigorous PA, and less sedentary behavior, in this diverse sample. Intrinsic motivation is potentially modifiable and thus a promising target for new behavioral interventions to improve maternal cardiovascular health.
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Huang J, Gopalan A, Muelly E, Hsueh L, Millman A, Graetz I, Reed M. Primary care video and telephone telemedicine during the COVID-19 pandemic: treatment and follow-up health care utilization. Am J Manag Care 2023; 29:e13-e17. [PMID: 36716159 PMCID: PMC10997290 DOI: 10.37765/ajmc.2023.89307] [Citation(s) in RCA: 5] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/29/2023]
Abstract
OBJECTIVES Telemedicine use expanded greatly during the COVID-19 pandemic, and broad use of telemedicine is expected to persist beyond the pandemic. More evidence on the efficiency and safety of different telemedicine modalities is needed to inform clinical and policy decisions around telemedicine use. To evaluate the efficiency and safety of telemedicine, we compared treatment and follow-up care between video and telephone visits during the COVID-19 pandemic. STUDY DESIGN Observational study of patient-scheduled telemedicine visits for primary care. METHODS We used multivariate logistic regression to compare treatment (medication prescribing, laboratory/imaging orders) and 7-day follow-up care (in-person office visits, emergency department visits, and hospitalizations) between video and telephone visits, adjusted for patient characteristics. RESULTS Among 734,442 telemedicine visits, 58.4% were telephone visits. Adjusted rates of medication prescribing and laboratory/imaging orders were higher in video visits than telephone visits, with differences of 3.5% (95% CI, 3.3%-3.8%) and 3.9% (95% CI, 3.6%-4.1%), respectively. Adjusted rates of 7-day follow-up in-person office visits, emergency department visits, and hospitalizations were lower after video than telephone visits, with differences of 0.7% (95% CI, 0.5%-0.9%), 0.3% (95% CI, 0.2%-0.3%), and 0.04% (95% CI, 0.02%-0.06%), respectively. CONCLUSIONS Among telemedicine visits with primary care clinicians, return visits were not common and downstream emergency events were rare. Adjusted rates of treatment measures were higher and adjusted rates of follow-up care were lower for video visits than telephone visits. Although video visits were marginally more efficient than telephone visits, telephone visits may offer an accessible option to address patient primary care needs without raising safety concerns.
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Affiliation(s)
- Jie Huang
- Kaiser Permanente Division of Research, 2000 Broadway, Oakland, CA 94612.
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9
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Millman A, Morgantini L, Acar O, Kocjancic E. Revision Clitorolabiaplasty and Urethroplasty After Gender-Affirming Vaginoplasty. J Sex Med 2022. [DOI: 10.1016/j.jsxm.2022.01.250] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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10
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Acar O, Millman A, Morgantini L, Schechter L, Kocjancic E. Revision Vaginoplasty with Abdominal Full-Thickness Skin Graft. J Sex Med 2022. [DOI: 10.1016/j.jsxm.2022.01.256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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11
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Acar O, Millman A, Morgantini L, Schechter L, Kocjancic E. Gender-Affirming Phalloplasty with Anterolateral Thigh Flap. J Sex Med 2022. [DOI: 10.1016/j.jsxm.2022.01.251] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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12
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Huang J, Graetz I, Millman A, Gopalan A, Lee C, Muelly E, Reed ME. Primary care telemedicine during the COVID-19 pandemic: patient’s choice of video versus telephone visit. JAMIA Open 2022; 5:ooac002. [PMID: 35146380 PMCID: PMC8822408 DOI: 10.1093/jamiaopen/ooac002] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2020] [Revised: 12/06/2021] [Accepted: 01/06/2022] [Indexed: 12/14/2022] Open
Abstract
Abstract
The aim of this study is to examine the association between patient characteristics and primary care telemedicine choice among integrated delivery system patients self-scheduling visits during the COVID-19 pandemic. We used multivariate logistic regression to examine the association between the choice of video versus telephone and patient sociodemographic characteristics and technology access among patient-initiated primary care telemedicine visits scheduled online from March to October 2020. Among 978 272 patient-scheduled primary care telemedicine visits, 39% were video visits. Patients of Black or Hispanic race/ethnicity, or living in low socioeconomic status or low internet access neighborhoods were less likely to schedule video visits. Patients 65 years or older, with prior video visit experience or mobile portal access, or visiting their own personal provider were more likely to schedule video visits. While video adoption was substantial in all patient groups examined, differences in telemedicine choice suggest the persistence of a digital divide, emphasizing the importance of maintaining a telephone telemedicine option.
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Affiliation(s)
- Jie Huang
- Kaiser Permanente Division of Research, Oakland, California, USA
| | - Ilana Graetz
- Department of Health Policy and Management, Emory University Rollins School of Public Health, Atlanta, Georgia, USA
| | - Andrea Millman
- Kaiser Permanente Division of Research, Oakland, California, USA
| | - Anjali Gopalan
- Kaiser Permanente Division of Research, Oakland, California, USA
| | - Catherine Lee
- Kaiser Permanente Division of Research, Oakland, California, USA
| | - Emilie Muelly
- The Permanente Medical Group, Oakland, California, USA
| | - Mary E Reed
- Kaiser Permanente Division of Research, Oakland, California, USA
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Reed M, Huang J, Graetz I, Muelly E, Millman A, Lee C. Treatment and Follow-up Care Associated With Patient-Scheduled Primary Care Telemedicine and In-Person Visits in a Large Integrated Health System. JAMA Netw Open 2021; 4:e2132793. [PMID: 34783828 PMCID: PMC8596201 DOI: 10.1001/jamanetworkopen.2021.32793] [Citation(s) in RCA: 34] [Impact Index Per Article: 11.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
Abstract
IMPORTANCE Telemedicine visits can offer patients convenient access to a clinician, but it is unclear whether treatment differs from that with in-person visits or how often patients require in-person follow-up. OBJECTIVE To examine whether physician prescribing and orders differ between telemedicine and office visits, whether physicians conducting telemedicine visits are more likely to require in-person follow-up, and whether telemedicine visits are associated with more health events. DESIGN, SETTING, AND PARTICIPANTS This cohort study included all patients who scheduled primary care appointments through the patient portal of a large integrated health care delivery system newly implementing patient-scheduled video telemedicine visits from January 2016 to May 2018. MAIN OUTCOMES AND MEASURES Adjusted rates of any medication prescribed or laboratory tests or imaging ordered and rates of follow-up health care utilization (in-person visits, emergency department visits, and hospitalizations) within 7 days after the index visit, stratified by index primary care visit type, were generated using multivariable adjustment for patient, access, and clinical characteristics. RESULTS This study included 1 131 722 patients (611 821 [54%] female; mean [SD] age, 43 [22] years) with 2 178 440 total appointments (307 888 [14%] telemedicine), of which 13.5% were for patients younger than 18 years, 22.2% were for patients 65 years or older, and 54.9% were for female patients. After adjustment, 38.6% (95% CI, 38.0%-39.3%) of video visits, 34.7% (95% CI, 34.5%-34.9%) of telephone visits, and 51.9% (95% CI, 51.8%-52.0%) of office visits had any medication prescribed; laboratory tests or imaging were ordered for 29.2% (95% CI, 28.5%-29.8%) of video visits, 27.3% (95% CI, 27.1%-27.5%) of telephone visits, and 59.3% (95% CI, 59.3%-59.4%) of clinic visits. After adjustment, follow-up visits within 7 days occurred after 25.4% (95% CI, 24.7%-26.0%) of video visits, 26.0% (95% CI, 25.9%-26.2%) of telephone visits, and 24.5% (95% CI, 24.5%-24.6%) of office visits. Adjusted emergency department visits and rates of hospitalizations were not statistically significantly different by primary care index visit type. CONCLUSIONS AND RELEVANCE In this cohort study of patient self-scheduled primary care telemedicine visits within ongoing patient-physician relationships, prescribing and orders were significantly lower for telemedicine visits than for clinic visits, with slightly higher follow-up office visits for telemedicine but no difference in health events (emergency department visits or hospitalizations). Video or telephone visits may be a convenient and efficient way to access primary care and address patient needs.
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Affiliation(s)
- Mary Reed
- Kaiser Permanente Division of Research, Oakland, California
| | - Jie Huang
- Kaiser Permanente Division of Research, Oakland, California
| | - Ilana Graetz
- Rollins School of Public Health, Emory University, Atlanta, Georgia
| | - Emilie Muelly
- Department of Internal Medicine, Kaiser Permanente Santa Clara, Santa Clara, California
| | - Andrea Millman
- Kaiser Permanente Division of Research, Oakland, California
| | - Catherine Lee
- Kaiser Permanente Division of Research, Oakland, California
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14
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Krakowsky Y, Millman A, Goldenberg M, Grober E. 016 Establishing a Multidisciplinary, Academic Program in Penile Inversion Vaginoplasty. J Sex Med 2020. [DOI: 10.1016/j.jsxm.2019.11.019] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
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Reed ME, Huang J, Parikh R, Millman A, Ballard DW, Barr I, Wargon C. Patient-Provider Video Telemedicine Integrated With Clinical Care: Patient Experiences. Ann Intern Med 2019; 171:222-224. [PMID: 31035294 DOI: 10.7326/m18-3081] [Citation(s) in RCA: 32] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Affiliation(s)
- Mary E Reed
- Kaiser Permanente Division of Research, Oakland, California (M.E.R., J.H., A.M.)
| | - Jie Huang
- Kaiser Permanente Division of Research, Oakland, California (M.E.R., J.H., A.M.)
| | - Rahul Parikh
- The Permanente Medical Group Walnut Creek, Walnut Creek, California (R.P.)
| | - Andrea Millman
- Kaiser Permanente Division of Research, Oakland, California (M.E.R., J.H., A.M.)
| | - Dustin W Ballard
- The Permanente Medical Group and Kaiser Permanente Division of Research, Oakland, California (D.W.B.)
| | - Irwin Barr
- The Permanente Medical Group Vallejo, Vallejo, California (I.B.)
| | - Craig Wargon
- The Permanente Medical Group Santa Clara, Santa Clara, California (C.W.)
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Gerth J, Becerra-Culqui T, Bradlyn A, Getahun D, Hunkeler EM, Lash TL, Millman A, Nash R, Quinn VP, Robinson B, Roblin D, Silverberg MJ, Tangpricha V, Vupputuri S, Goodman M. Agreement between medical records and self-reports: Implications for transgender health research. Rev Endocr Metab Disord 2018; 19:263-269. [PMID: 30219985 PMCID: PMC6438197 DOI: 10.1007/s11154-018-9461-4] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
A key priority of transgender health research is the evaluation of long-term effects of gender affirmation treatment. Thus, accurate assessment of treatment receipt is critical. The data for this analysis came from an electronic medical records (EMR) based cohort of transgender individuals. A subset of cohort members were also asked to complete a self-administered survey. Information from the EMR was compared with survey responses to assess the extent of agreement regarding transmasculine (TM)/transfeminine (TF) status, hormone therapy receipt, and type of surgery performed. Logistic regression models were used to assess whether participant characteristics were associated with disagreement between data sources. Agreement between EMR and survey-derived information was high regarding TM/TF status (99%) and hormone therapy receipt (97%). Lower agreement was observed for chest reconstruction surgery (72%) and genital reconstruction surgery (84%). Using survey responses as the "gold standard", both chest and genital reconstruction surgeries had high specificity (95 and 93%, respectively), but the corresponding sensitivities were low (49 and 68%, respectively). A lower proportion of TM had concordant results for chest reconstruction surgery (64% versus 79% for TF) while genital reconstruction surgery concordance was lower among TF (79% versus 89% for TM). For both surgery types, agreement was highest among the youngest participants. Our findings offer assurance that EMR-based data appropriately classify cohort participants with respect to their TM/TF status or hormone therapy receipt. However, current EMR data may not capture the complete history of gender affirmation surgeries. This information is useful in future studies of outcomes related to gender affirming therapy.
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Affiliation(s)
- Joseph Gerth
- Department of Epidemiology, Rollins School of Public Health, Emory University, 1518 Clifton Road, NE, CNR 3021, Atlanta, GA, 30322, USA
| | - Tracy Becerra-Culqui
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Andrew Bradlyn
- Center for Clinical and Outcomes Research, Kaiser Permanente Georgia, Atlanta, GA, USA
| | - Darios Getahun
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Enid M Hunkeler
- Emerita, Division of Research, Kaiser Permanente, Northern California, Oakland, CA, USA
| | - Timothy L Lash
- Department of Epidemiology, Rollins School of Public Health, Emory University, 1518 Clifton Road, NE, CNR 3021, Atlanta, GA, 30322, USA
| | - Andrea Millman
- Division of Research, Kaiser Permanente, Northern California, Oakland, CA, USA
| | - Rebecca Nash
- Department of Epidemiology, Rollins School of Public Health, Emory University, 1518 Clifton Road, NE, CNR 3021, Atlanta, GA, 30322, USA
| | - Virginia P Quinn
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA, USA
| | - Brandi Robinson
- Center for Clinical and Outcomes Research, Kaiser Permanente Georgia, Atlanta, GA, USA
| | - Douglas Roblin
- Mid-Atlantic Permanente Research Institute, Kaiser Permanente Mid-Atlantic States, Rockville, MD, USA
| | | | - Vin Tangpricha
- School of Medicine, Emory University, Atlanta, GA, USA
- The Atlanta VA Medical Center, Atlanta, GA, USA
| | - Suma Vupputuri
- Mid-Atlantic Permanente Research Institute, Kaiser Permanente Mid-Atlantic States, Rockville, MD, USA
| | - Michael Goodman
- Department of Epidemiology, Rollins School of Public Health, Emory University, 1518 Clifton Road, NE, CNR 3021, Atlanta, GA, 30322, USA.
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Getahun D, Nash R, Flanders WD, Baird TC, Becerra-Culqui TA, Cromwell L, Hunkeler E, Lash TL, Millman A, Quinn VP, Robinson B, Roblin D, Silverberg MJ, Safer J, Slovis J, Tangpricha V, Goodman M. Cross-sex Hormones and Acute Cardiovascular Events in Transgender Persons: A Cohort Study. Ann Intern Med 2018; 169:205-213. [PMID: 29987313 PMCID: PMC6636681 DOI: 10.7326/m17-2785] [Citation(s) in RCA: 239] [Impact Index Per Article: 39.8] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/11/2022] Open
Abstract
BACKGROUND Venous thromboembolism (VTE), ischemic stroke, and myocardial infarction in transgender persons may be related to hormone use. OBJECTIVE To examine the incidence of these events in a cohort of transgender persons. DESIGN Electronic medical record-based cohort study of transgender members of integrated health care systems who had an index date (first evidence of transgender status) from 2006 through 2014. Ten male and 10 female cisgender enrollees were matched to each transgender participant by year of birth, race/ethnicity, study site, and index date enrollment. SETTING Kaiser Permanente in Georgia and northern and southern California. PATIENTS 2842 transfeminine and 2118 transmasculine members with a mean follow-up of 4.0 and 3.6 years, respectively, matched to 48 686 cisgender men and 48 775 cisgender women. MEASUREMENTS VTE, ischemic stroke, and myocardial infarction events ascertained from diagnostic codes through the end of 2016 in transgender and reference cohorts. RESULTS Transfeminine participants had a higher incidence of VTE, with 2- and 8-year risk differences of 4.1 (95% CI, 1.6 to 6.7) and 16.7 (CI, 6.4 to 27.5) per 1000 persons relative to cisgender men and 3.4 (CI, 1.1 to 5.6) and 13.7 (CI, 4.1 to 22.7) relative to cisgender women. The overall analyses for ischemic stroke and myocardial infarction demonstrated similar incidence across groups. More pronounced differences for VTE and ischemic stroke were observed among transfeminine participants who initiated hormone therapy during follow-up. The evidence was insufficient to allow conclusions regarding risk among transmasculine participants. LIMITATION Inability to determine which transgender members received hormones elsewhere. CONCLUSION The patterns of increases in VTE and ischemic stroke rates among transfeminine persons are not consistent with those observed in cisgender women. These results may indicate the need for long-term vigilance in identifying vascular side effects of cross-sex estrogen. PRIMARY FUNDING SOURCE Patient-Centered Outcomes Research Institute and Eunice Kennedy Shriver National Institute of Child Health and Human Development.
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Affiliation(s)
- Darios Getahun
- Kaiser Permanente Southern California, Pasadena, California (D.G., T.A.B., V.P.Q.)
| | - Rebecca Nash
- Emory University, Atlanta, Georgia (R.N., W.D.F., T.L.L., M.G.)
| | - W Dana Flanders
- Emory University, Atlanta, Georgia (R.N., W.D.F., T.L.L., M.G.)
| | - Tisha C Baird
- Kaiser Permanente Los Angeles Medical Center, Los Angeles, California (T.C.B.)
| | | | - Lee Cromwell
- Kaiser Permanente Georgia, Atlanta, Georgia (L.C., B.R.)
| | - Enid Hunkeler
- Kaiser Permanente Northern California, Oakland, California (E.H., A.M., M.J.S., J.S.)
| | - Timothy L Lash
- Emory University, Atlanta, Georgia (R.N., W.D.F., T.L.L., M.G.)
| | - Andrea Millman
- Kaiser Permanente Northern California, Oakland, California (E.H., A.M., M.J.S., J.S.)
| | - Virginia P Quinn
- Kaiser Permanente Southern California, Pasadena, California (D.G., T.A.B., V.P.Q.)
| | | | - Douglas Roblin
- Kaiser Permanente Mid-Atlantic States, Rockville, Maryland (D.R.)
| | - Michael J Silverberg
- Kaiser Permanente Northern California, Oakland, California (E.H., A.M., M.J.S., J.S.)
| | - Joshua Safer
- Icahn School of Medicine at Mount Sinai, New York, New York (J.S.)
| | - Jennifer Slovis
- Kaiser Permanente Northern California, Oakland, California (E.H., A.M., M.J.S., J.S.)
| | - Vin Tangpricha
- Emory University School of Medicine and Atlanta VA Medical Center, Atlanta, Georgia (V.T.)
| | - Michael Goodman
- Emory University, Atlanta, Georgia (R.N., W.D.F., T.L.L., M.G.)
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Krakowsky Y, Millman A, Lenardis M, Grober E. 083 “Platelet Rich Plasma for Sexual Dysfunction in Canada: Who, Where and at What Cost?”. J Sex Med 2018. [DOI: 10.1016/j.jsxm.2018.03.073] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/16/2022]
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Becerra-Culqui TA, Liu Y, Nash R, Cromwell L, Flanders WD, Getahun D, Giammattei SV, Hunkeler EM, Lash TL, Millman A, Quinn VP, Robinson B, Roblin D, Sandberg DE, Silverberg MJ, Tangpricha V, Goodman M. Mental Health of Transgender and Gender Nonconforming Youth Compared With Their Peers. Pediatrics 2018; 141:e20173845. [PMID: 29661941 PMCID: PMC5914494 DOI: 10.1542/peds.2017-3845] [Citation(s) in RCA: 178] [Impact Index Per Article: 29.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 02/22/2018] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND Understanding the magnitude of mental health problems, particularly life-threatening ones, experienced by transgender and/or gender nonconforming (TGNC) youth can lead to improved management of these conditions. METHODS Electronic medical records were used to identify a cohort of 588 transfeminine and 745 transmasculine children (3-9 years old) and adolescents (10-17 years old) enrolled in integrated health care systems in California and Georgia. Ten male and 10 female referent cisgender enrollees were matched to each TGNC individual on year of birth, race and/or ethnicity, study site, and membership year of the index date (first evidence of gender nonconforming status). Prevalence ratios were calculated by dividing the proportion of TGNC individuals with a specific mental health diagnosis or diagnostic category by the corresponding proportion in each reference group by transfeminine and/or transmasculine status, age group, and time period before the index date. RESULTS Common diagnoses for children and adolescents were attention deficit disorders (transfeminine 15%; transmasculine 16%) and depressive disorders (transfeminine 49%; transmasculine 62%), respectively. For all diagnostic categories, prevalence was severalfold higher among TGNC youth than in matched reference groups. Prevalence ratios (95% confidence intervals [CIs]) for history of self-inflicted injury in adolescents 6 months before the index date ranged from 18 (95% CI 4.4-82) to 144 (95% CI 36-1248). The corresponding range for suicidal ideation was 25 (95% CI 14-45) to 54 (95% CI 18-218). CONCLUSIONS TGNC youth may present with mental health conditions requiring immediate evaluation and implementation of clinical, social, and educational gender identity support measures.
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Affiliation(s)
- Tracy A Becerra-Culqui
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - Yuan Liu
- Departments of Biostatistics and Bioinformatics and
| | - Rebecca Nash
- Epidemiology, Rollins School of Public Health, and
| | - Lee Cromwell
- Center for Clinical and Outcomes Research, Kaiser Permanente Georgia, Atlanta, Georgia
| | | | - Darios Getahun
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - Shawn V Giammattei
- Rockway Institute, Alliant International University, San Francisco, California
| | - Enid M Hunkeler
- Division of Research, Kaiser Permanente, Northern California, Oakland, California
| | | | - Andrea Millman
- Division of Research, Kaiser Permanente, Northern California, Oakland, California
| | - Virginia P Quinn
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, California
| | - Brandi Robinson
- Center for Clinical and Outcomes Research, Kaiser Permanente Georgia, Atlanta, Georgia
| | - Douglas Roblin
- Mid-Atlantic Permanente Research Institute, Kaiser Permanente Mid-Atlantic States, Rockville, Maryland
| | - David E Sandberg
- Department of Pediatrics, Medical School, University of Michigan, Ann Arbor, Michigan; and
| | - Michael J Silverberg
- Division of Research, Kaiser Permanente, Northern California, Oakland, California
| | - Vin Tangpricha
- Emory School of Medicine, Emory University, Atlanta, Georgia
- Atlanta Veterans Affairs Medical Center, Atlanta, Georgia
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20
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Owen-Smith AA, Gerth J, Sineath RC, Barzilay J, Becerra-Culqui TA, Getahun D, Giammattei S, Hunkeler E, Lash TL, Millman A, Nash R, Quinn VP, Robinson B, Roblin D, Sanchez T, Silverberg MJ, Tangpricha V, Valentine C, Winter S, Woodyatt C, Song Y, Goodman M. Association Between Gender Confirmation Treatments and Perceived Gender Congruence, Body Image Satisfaction, and Mental Health in a Cohort of Transgender Individuals. J Sex Med 2018; 15:591-600. [PMID: 29463478 DOI: 10.1016/j.jsxm.2018.01.017] [Citation(s) in RCA: 87] [Impact Index Per Article: 14.5] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/01/2017] [Revised: 01/19/2018] [Accepted: 01/29/2018] [Indexed: 02/06/2023]
Abstract
BACKGROUND Transgender individuals sometimes seek gender confirmation treatments (GCT), including hormone therapy (HT) and/or surgical change of the chest and genitalia ("top" and "bottom" gender confirmation surgeries). These treatments may ameliorate distress resulting from the incongruence between one's physical appearance and gender identity. AIM The aim was to examine the degree to which individuals' body-gender congruence, body image satisfaction, depression, and anxiety differed by GCT groups in cohorts of transmasculine (TM) and transfeminine (TF) individuals. METHODS The Study of Transition, Outcomes, and Gender is a cohort study of transgender individuals recruited from 3 health plans located in Georgia, Northern California, and Southern California; cohort members were recruited to complete a survey between 2015-2017. Participants were asked about: history of GCT; body-gender congruence; body image satisfaction; depression; and anxiety. Participants were categorized as having received: (1) no GCT to date; (2) HT only; (3) top surgery; (4) partial bottom surgery; and (5) definitive bottom surgery. OUTCOMES Outcomes of interest included body-gender congruence, body image satisfaction, depression, and anxiety. RESULTS Of the 2,136 individuals invited to participate, 697 subjects (33%) completed the survey, including 347 TM and 350 TF individuals. The proportion of participants with low body-gender congruence scores was significantly higher in the "no treatment" group (prevalence ratio [PR] = 3.96, 95% CI 2.72-5.75) compared to the definitive bottom surgery group. The PR for depression comparing participants who reported no treatment relative to those who had definitive surgery was 1.94 (95% CI 1.42-2.66); the corresponding PR for anxiety was 4.33 (95% CI 1.83-10.54). CLINICAL TRANSLATION Withholding or delaying GCT until depression or anxiety have been treated may not be the optimal treatment course given the benefits of reduced levels of distress after undergoing these interventions. CONCLUSIONS Strengths include the well-defined sampling frame, which allowed correcting for non-response, a sample with approximately equal numbers of TF and TM participants, and the ability to combine data on HT and gender confirmation surgeries. Limitations include the cross-sectional design and the fact that participants may not be representative of the transgender population in the United States. Body-gender congruence and body image satisfaction were higher, and depression and anxiety were lower among individuals who had more extensive GCT compared to those who received less treatment or no treatment at all. Owen-Smith AA, Gerth J, Sineath RC, et al. Association Between Gender Confirmation Treatments and Perceived Gender Congruence, Body Image Satisfaction and Mental Health in a Cohort Of Transgender Individuals. J Sex Med 2018;15:591-600.
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Affiliation(s)
- Ashli A Owen-Smith
- Department of Health Management and Policy, School of Public Health, Georgia State University, Atlanta, GA; Center for Clinical and Outcomes Research, Kaiser Permanente Georgia, Atlanta, GA.
| | - Joseph Gerth
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA
| | | | - Joshua Barzilay
- Center for Clinical and Outcomes Research, Kaiser Permanente Georgia, Atlanta, GA
| | - Tracy A Becerra-Culqui
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Darios Getahun
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Shawn Giammattei
- Rockway Institute, Alliant International University, San Francisco, CA
| | - Enid Hunkeler
- Emeritus, Division of Research, Kaiser Permanente Northern California, Oakland, CA
| | - Timothy L Lash
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA
| | - Andrea Millman
- Division of Research, Kaiser Permanente Northern California, Oakland, CA
| | - Rebecca Nash
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA
| | - Virginia P Quinn
- Emeritus, Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Brandi Robinson
- Center for Clinical and Outcomes Research, Kaiser Permanente Georgia, Atlanta, GA
| | - Douglas Roblin
- Mid-Atlantic Permanente Research Institute, Kaiser Permanente Mid-Atlantic States, Rockville, MD
| | - Travis Sanchez
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA
| | | | - Vin Tangpricha
- School of Medicine, Emory University, Atlanta, GA; Atlanta US Department of Veterans Affairs Medical Center, Atlanta, GA
| | - Cadence Valentine
- Department of Research and Evaluation, Kaiser Permanente Southern California, Pasadena, CA
| | - Savannah Winter
- Center for Clinical and Outcomes Research, Kaiser Permanente Georgia, Atlanta, GA
| | - Cory Woodyatt
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA
| | - Yongjia Song
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA
| | - Michael Goodman
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, GA
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21
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Quinn VP, Nash R, Hunkeler E, Contreras R, Cromwell L, Becerra-Culqui TA, Getahun D, Giammattei S, Lash TL, Millman A, Robinson B, Roblin D, Silverberg MJ, Slovis J, Tangpricha V, Tolsma D, Valentine C, Ward K, Winter S, Goodman M. Cohort profile: Study of Transition, Outcomes and Gender (STRONG) to assess health status of transgender people. BMJ Open 2017; 7:e018121. [PMID: 29284718 PMCID: PMC5770907 DOI: 10.1136/bmjopen-2017-018121] [Citation(s) in RCA: 87] [Impact Index Per Article: 12.4] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/20/2022] Open
Abstract
PURPOSE The Study of Transition, Outcomes and Gender (STRONG) was initiated to assess the health status of transgender people in general and following gender-affirming treatments at Kaiser Permanente health plans in Georgia, Northern California and Southern California. The objectives of this communication are to describe methods of cohort ascertainment and data collection and to characterise the study population. PARTICIPANTS A stepwise methodology involving computerised searches of electronic medical records and free-text validation of eligibility and gender identity was used to identify a cohort of 6456 members with first evidence of transgender status (index date) between 2006 and 2014. The cohort included 3475 (54%) transfeminine (TF), 2892 (45%) transmasculine (TM) and 89 (1%) members whose natal sex and gender identity remained undetermined from the records. The cohort was matched to 127 608 enrollees with no transgender evidence (63 825 women and 63 783 men) on year of birth, race/ethnicity, study site and membership year of the index date. Cohort follow-up extends through the end of 2016. FINDINGS TO DATE About 58% of TF and 52% of TM cohort members received hormonal therapy at Kaiser Permanente. Chest surgery was more common among TM participants (12% vs 0.3%). The proportions of transgender participants who underwent genital reconstruction surgeries were similar (4%-5%) in the two transgender groups. Results indicate that there are sufficient numbers of events in the TF and TM cohorts to further examine mental health status, cardiovascular events, diabetes, HIV and most common cancers. FUTURE PLANS STRONG is well positioned to fill existing knowledge gaps through comparisons of transgender and reference populations and through analyses of health status before and after gender affirmation treatment. Analyses will include incidence of cardiovascular disease, mental health, HIV and diabetes, as well as changes in laboratory-based endpoints (eg, polycythemia and bone density), overall and in relation to gender affirmation therapy.
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Affiliation(s)
- Virginia P Quinn
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
| | - Rebecca Nash
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | - Enid Hunkeler
- Division of Research, Kaiser Permanente Northern California (emerita), Oakland, California, USA
| | - Richard Contreras
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
| | - Lee Cromwell
- Center for Clinical and Outcomes Research, Kaiser Permanente Georgia, Atlanta, Georgia, USA
| | - Tracy A Becerra-Culqui
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
| | - Darios Getahun
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
| | - Shawn Giammattei
- The Rockway Institute, Alliant International University, San Francisco, California, USA
| | - Timothy L Lash
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | - Andrea Millman
- Division of Research, Kaiser Permanente Northern California, Oakland, California, USA
| | - Brandi Robinson
- Center for Clinical and Outcomes Research, Kaiser Permanente Georgia, Atlanta, Georgia, USA
| | - Douglas Roblin
- School of Public Health, Georgia State University, Atlanta, Georgia, USA
| | - Michael J Silverberg
- Division of Research, Kaiser Permanente Northern California, Oakland, California, USA
| | - Jennifer Slovis
- The Permanente Medical Group, Kaiser Permanente Northern California, Oakland, California, USA
| | - Vin Tangpricha
- Emory University School of Medicine, Atlanta, Georgia, USA
- The Atlanta VA Medical Center, Atlanta, Georgia, USA
| | - Dennis Tolsma
- Center for Clinical and Outcomes Research, Kaiser Permanente Georgia, Atlanta, Georgia, USA
| | - Cadence Valentine
- Department of Research & Evaluation, Kaiser Permanente Southern California, Pasadena, California, USA
| | - Kevin Ward
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
| | - Savannah Winter
- Center for Clinical and Outcomes Research, Kaiser Permanente Georgia, Atlanta, Georgia, USA
| | - Michael Goodman
- Department of Epidemiology, Rollins School of Public Health, Emory University, Atlanta, Georgia, USA
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Silverberg MJ, Nash R, Becerra-Culqui TA, Cromwell L, Getahun D, Hunkeler E, Lash TL, Millman A, Quinn VP, Robinson B, Roblin D, Slovis J, Tangpricha V, Goodman M. Cohort study of cancer risk among insured transgender people. Ann Epidemiol 2017; 27:499-501. [DOI: 10.1016/j.annepidem.2017.07.007] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2017] [Accepted: 07/14/2017] [Indexed: 10/19/2022]
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Silber JH, Lorch SA, Rosenbaum PR, Medoff-Cooper B, Bakewell-Sachs S, Millman A, Mi L, Even-Shoshan O, Escobar GJ. Time to send the preemie home? Additional maturity at discharge and subsequent health care costs and outcomes. Health Serv Res 2009; 44:444-63. [PMID: 19207592 PMCID: PMC2677048 DOI: 10.1111/j.1475-6773.2008.00938.x] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022] Open
Abstract
OBJECTIVE To determine whether longer stays of premature infants allowing for increased physical maturity result in subsequent postdischarge cost savings that help counterbalance increased inpatient costs. DATA SOURCES One thousand four hundred and two premature infants born in the Northern California Kaiser Permanente Medical Care Program between 1998 and 2002. STUDY DESIGN/METHODS Using multivariate matching with a time-dependent propensity score we matched 701 "Early" babies to 701 "Late" babies (developmentally similar at the time the earlier baby was sent home but who were discharged on average 3 days later) and assessed subsequent costs and clinical outcomes. PRINCIPAL FINDINGS Late babies accrued inpatient costs after the Early baby was already home, yet costs after discharge through 6 months were virtually identical across groups, as were clinical outcomes. Overall, after the Early baby went home, the Late-Early cost difference was $5,016 (p<.0001). A sensitivity analysis suggests our conclusions would not easily be altered by failure to match on some unmeasured covariate. CONCLUSIONS In a large integrated health care system, if a baby is ready for discharge (as defined by the typical criteria), staying longer increased inpatient costs but did not reduce postdischarge costs nor improve postdischarge clinical outcomes.
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Affiliation(s)
- Jeffrey H Silber
- Center for Outcomes Research, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA.
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Abstract
OBJECTIVE To determine whether travel variables could explain previously reported differences in lengths of stay (LOS), readmission, or death at children's hospitals versus other hospital types. DATA SOURCE Hospital discharge data from Pennsylvania between 1996 and 1998. STUDY DESIGN A population cohort of children aged 1-17 years with one of 19 common pediatric conditions was created (N=51,855). Regression models were constructed to determine difference for LOS, readmission, or death between children's hospitals and other types of hospitals after including five types of additional illness severity variables to a traditional risk-adjustment model. PRINCIPAL FINDINGS With the traditional risk-adjustment model, children traveling longer to children's or rural hospitals had longer adjusted LOS and higher readmission rates. Inclusion of either a geocoded travel time variable or a nongeocoded travel distance variable provided the largest reduction in adjusted LOS, adjusted readmission rates, and adjusted mortality rates for children's hospitals and rural hospitals compared with other types of hospitals. CONCLUSIONS Adding a travel variable to traditional severity adjustment models may improve the assessment of an individual hospital's pediatric care by reducing systematic differences between different types of hospitals.
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Affiliation(s)
- Scott A Lorch
- Center for Outcomes Research, The Children's Hospital of Philadelphia, Philadelphia, PA 19104, USA.
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Mason TP, Applebaum EL, Rasmussen M, Millman A, Evenhouse R, Panko W. Virtual temporal bone: creation and application of a new computer-based teaching tool. Otolaryngol Head Neck Surg 2000; 122:168-73. [PMID: 10652385 DOI: 10.1016/s0194-5998(00)70234-8] [Citation(s) in RCA: 31] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
The human temporal bone is a 3-dimensionally complex anatomic region with many unique qualities that make anatomic teaching and learning difficult. Current teaching tools have proved only partially adequate for the needs of the aspiring otologic surgeon in learning this anatomy. We used a variety of computerized image processing and reconstruction techniques to reconstruct an anatomically accurate 3-dimensional computer model of the human temporal bone from serial histologic sections. The model is viewed with a specialized visualization system that allows it to be manipulated easily in a stereoscopic virtual environment. The model may then be interactively studied from any viewpoint, greatly simplifying the task of conceptualizing and learning this anatomy. The system also provides for simultaneous computer networking that can bring distant participants into a single shared virtual teaching environment. Future directions of the project are discussed.
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Affiliation(s)
- T P Mason
- Department of Otolaryngology-Head and Neck Surgery, University of Illinois at Chicago College of Medicine, Eye and Ear Infirmary, Chicago, IL 60612, USA
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Mason TP, Applebaum EL, Rasmussen M, Millman A, Evenhouse R, Panko W. The virtual temporal bone. Stud Health Technol Inform 1998; 50:346-52. [PMID: 10180566] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 04/13/2023]
Abstract
The human temporal bone is a 3-dimensionally complex portion of the skull that contains delicate and vital anatomic structures imbedded within dense bone. Current teaching tools have proven to be only marginally adequate for the needs of the aspiring otologic surgeon in learning this anatomy. A variety of image processing and reconstruction techniques were used to reconstruct an anatomically accurate 3-dimensional model of the human temporal bone from serial histologic sections. Using CAVE technology, the model can be manipulated in a stereoscopic virtual environment so that it can be studied from any viewpoint, greatly simplifying the task of learning this anatomy. Applications in surgical planning and Internet based teaching are discussed.
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Affiliation(s)
- T P Mason
- Department of Otolaryngology-Head and Neck Surgery, University of Illinois, Chicago College of Medicine, Eye and Ear Infirmary (M/C 648) 60612, USA
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Silverstein J, Rubenstein J, Millman A, Panko W. Web-based segmentation and display of three-dimensional radiologic image data. Stud Health Technol Inform 1997; 50:53-9. [PMID: 10180586] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/11/2023]
Abstract
In many clinical circumstances, viewing sequential radiological image data as three-dimensional models is proving beneficial. However, designing customized computer-generated radiological models is beyond the scope of most physicians, due to specialized hardware and software requirements. We have created a simple method for Internet users to remotely construct and locally display three-dimensional radiological models using only a standard web browser. Rapid model construction is achieved by distributing the hardware intensive steps to a remote server. Once created, the model is automatically displayed on the requesting browser and is accessible to multiple geographically distributed users. Implementation of our server software on large scale systems could be of great service to the worldwide medical community.
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Affiliation(s)
- J Silverstein
- University of Illinois, Chicago School of Biomedical and Health Information Sciences 60612-7249, USA.
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Abstract
Thirty-five percent of patients (5 of 15) were diagnosed with ischemic stroke from left-sided papillary fibroelastomas by diagnosis of exclusion, whereas 40% of patients (6 of 15) did not have ischemic stroke.
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Affiliation(s)
- H C Yee
- Department of Internal Medicine, St. Elizabeth Hospital, Seton Hall University Graduate School of Medical Education, Elizabeth, New Jersey 07207, USA
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Hammoudeh AJ, Chaaban F, Watson RM, Millman A. Transesophageal echocardiography-guided transvenous endomyocardial biopsy used to diagnose primary cardiac angiosarcoma. Cathet Cardiovasc Diagn 1996; 37:347-9. [PMID: 8974823 DOI: 10.1002/(sici)1097-0304(199603)37:3<347::aid-ccd30>3.0.co;2-c] [Citation(s) in RCA: 26] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
Primary cardiac tumors are rare clinical entities with the histologic diagnosis usually made from surgically obtained tissue or at postmortem examination. Transvenous endomyocardial biopsy has been used less frequently, under fluoroscopic or transthoracic echocardiographic guidance. In this case report, we utilized the transesophageal echocardiography to guide the endomyocardial biopsy from a right atrial tumor in a 35-year-old man.
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Affiliation(s)
- A J Hammoudeh
- Department of Cardiology, St. Elizabeth Hospital, Elizabeth, NJ 07207, USA
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Preminger GM, Babayan RK, Merril GL, Raju R, Millman A, Merril JR. Virtual reality surgical simulation in endoscopic urologic surgery. Stud Health Technol Inform 1995; 29:157-63. [PMID: 10172841] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/11/2023]
Affiliation(s)
- G M Preminger
- Department of Surgery, Duke University Medical Center, Durham, NC 27708, USA
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Affiliation(s)
- A Millman
- Gloucestershire Royal Hospital, United Kingdom
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Affiliation(s)
- S Kinn
- Scottish Clinical Audit Resource Centre, Glasgow University
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Lee N, Millman A. ABC of medical computing. Manipulating and analysing data. BMJ 1995; 311:614-7. [PMID: 7503928 PMCID: PMC2550666 DOI: 10.1136/bmj.311.7005.614] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/25/2023]
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Affiliation(s)
- N Lee
- Western Eye and Hillingdon Hospitals, London
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Lee N, Millman A. ABC of medical computing. Getting your thoughts on paper. BMJ 1995; 311:245-9. [PMID: 7627046 PMCID: PMC2550290 DOI: 10.1136/bmj.311.6999.245] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
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Affiliation(s)
- N Lee
- Western Eye Hospital, London
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Lee N, Millman A. ABC of medical computing. Getting your computer up and running. BMJ 1995; 311:106-9. [PMID: 7613362 PMCID: PMC2550153 DOI: 10.1136/bmj.311.6997.106] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/26/2023]
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Lee N, Millman A. ABC of medical computing. An introduction to computing in medical practice. BMJ 1995; 310:1650-2. [PMID: 7795456 PMCID: PMC2550017 DOI: 10.1136/bmj.310.6995.1650] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Affiliation(s)
- N Lee
- Western Eye and Hillingdon Hospitals
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Jones PL, Millman A. Wound Healing and the Aged Patient. Nurs Clin North Am 1990. [DOI: 10.1016/s0029-6465(22)00239-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/14/2022]
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Jones PL, Millman A. Wound healing and the aged patient. Nurs Clin North Am 1990; 25:263-77. [PMID: 2179892] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [What about the content of this article? (0)] [Affiliation(s)] [Abstract] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022]
Abstract
The aged patient is more susceptible to wound healing problems because of the interactions of body systems, environmental stresses, and disease with an aging process that takes place over many years. The multifactorial nature of wound healing in the elderly makes it difficult to determine whether observed healing problems are attributable to results of aging or other factors. Healing is affected by multiple factors in addition to patient age, which itself is not a dependable indicator of physiologic health. Some of these factors are disease, nutrition, perfusion, skin quality, environment, and individual responses to life events. It is particularly difficult for the aged patient to sustain the motivation to participate in care required during the healing process when cascading problems are allowed to build on the decreasing functions and reserve capacities of aging body systems and deplete available energy levels. Assessment of each individual is required because of the wide variety of aging changes and healing responses seen in aged patients. Compared with a younger adult, the aged patient generally heals well, following the same healing process but at a slower rate. Wound healing for the aged can be optimized through techniques of energy conservation, correction of existing problems, and management of risks related to aging and the individual patient. Healing problems are usually the result of decreases in systemic and local perfusion, decreases in the ability to ward off infection, and fragility of aging skin. The aged patient requires the same care as younger patients. It is more critical that this care be meticulously delivered with particular attention to care of intact skin, effects of chronic disease and medications, motivation, social habits, and discharge planning. Nurses can promote improved healing through the care they provide and by studying the progression of healing in aged patients.
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Affiliation(s)
- P L Jones
- School of Nursing, Widener University, Chester, Pennsylvania
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