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Nevin Manimala Statistics

Abortion Restrictions Threaten Miscarriage Management In The United States

Health Aff (Millwood). 2024 Sep;43(9):1219-1224. doi: 10.1377/hlthaff.2023.00982.

ABSTRACT

Miscarriage and abortion require similar clinical management. Restrictions placed on abortion threaten the quality of miscarriage care, a policy spillover that affects many Americans. We combined vital statistics with life-table parameters to estimate that 1,034,000 miscarriages occur annually, including nearly 400,000 in US states with abortion bans. Attempts to restrict mifepristone access further threaten miscarriage management.

PMID:39226500 | DOI:10.1377/hlthaff.2023.00982

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Nevin Manimala Statistics

Consumer Out-Of-Pocket Drug Prices Grew Faster Than Prices Faced By Insurers After Accounting For Rebates, 2007-20

Health Aff (Millwood). 2024 Sep;43(9):1284-1289. doi: 10.1377/hlthaff.2023.01344.

ABSTRACT

The rising price of branded drugs has garnered considerable attention from the public and policy makers. This article investigates the complexities of pharmaceutical pricing, with an emphasis on the overlooked aspects of manufacturer rebates and out-of-pocket prices. Rebates granted by pharmaceutical manufacturers to insurers reduce the actual prices paid by insurers, causing the true prices of prescriptions to diverge from official statistics. We combined claims data on branded retail prescription drugs with estimates on rebates to provide new price index measures based on pharmacy prices, negotiated prices (after rebates), and out-of-pocket prices for the commercially insured population during the period 2007-20. We found that although retail pharmacy prices increased 9.1 percent annually, negotiated prices grew by a mere 4.3 percent, highlighting the importance of rebates in price measurement. Surprisingly, consumer out-of-pocket prices diverged from negotiated prices after 2016, growing 5.8 percent annually while negotiated prices remained flat. The concern over drug price inflation is more reflective of the rapid increase in consumer out-of-pocket expenses than the stagnated inflation of negotiated prices paid by insurers after 2016.

PMID:39226496 | DOI:10.1377/hlthaff.2023.01344

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Nevin Manimala Statistics

COVID-19 School Closures Were Associated With A Decline In Employment For Female Nurses With Young Children

Health Aff (Millwood). 2024 Sep;43(9):1329-1337. doi: 10.1377/hlthaff.2023.01250.

ABSTRACT

COVID-19-related school closures may have had unintended consequences affecting the ability of health professionals with school-age children to work-particularly female professionals, who often have disproportionate child care responsibilities. We combined labor-force participation data from the Current Population Survey with measures of school closures based on cell phone mobility data to examine the association between local school closures and labor supply among female nurses during the COVID-19 pandemic. During the six months after large-scale closure of schools at the end of the 2019-20 school year (March-August 2020), among counties with above-median school closure rates, the employment rate of female nurses with young children declined by 12.5 percentage points versus the rate during the prior four months (November 2019-February 2020); the change in the employment rate in below-median counties was not statistically significant. No statistically significant changes were observed among female nurses who had only older children or among male nurses. During public health emergencies, policies should consider how disruptions to schooling may affect the labor supply of health care professionals. Strategies might include direct provision of child care by health care facilities, subsidies and other aid to child care centers, or subsidies to health care workers for affordable child care.

PMID:39226495 | DOI:10.1377/hlthaff.2023.01250

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Nevin Manimala Statistics

Rates Of Patient Safety Indicators In Belgian Hospitals Were Low But Generally Higher Than In US Hospitals, 2016-18

Health Aff (Millwood). 2024 Sep;43(9):1274-1283. doi: 10.1377/hlthaff.2023.01120.

ABSTRACT

More than two decades ago, the Agency for Healthcare Research and Quality developed its Patient Safety Indicators (PSIs) to monitor potentially preventable and severe adverse events within hospitals. Application of PSIs outside the US was explored more than a decade ago, but it is uncertain whether they remain relevant within Europe, as no up-to-date assessments of overall PSI-associated adverse event rates or interhospital variability can be found in the literature. This article assesses the nationwide occurrence and variability of thirteen adverse events for a case study of Belgium. We studied 4,765,850 patient stays across all 101 hospitals for 2016-18. We established that although adverse event rates were generally low, with an adverse event observed in 0.1 percent of medical hospital stays and in 1.2 percent of surgical hospital stays, they were higher than equivalent US rates and were prone to considerable between-hospital variability. Failure-to-rescue rates, for example, equaled 23 percent, whereas some hospitals exceeded nationwide central line-associated bloodstream infection rates by a factor of 8. Policy makers and hospital managers can prioritize PSIs that have high adverse event rates or large variability, such as failure to rescue or central line-associated bloodstream infections, to improve the quality of care in Belgian hospitals.

PMID:39226493 | DOI:10.1377/hlthaff.2023.01120

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Nevin Manimala Statistics

The effects of acupressure, laughter yoga, and a mindfulness-based stress reduction program applied to postmenopausal women for menopause symptoms and quality of life

Menopause. 2024 Sep 3. doi: 10.1097/GME.0000000000002402. Online ahead of print.

ABSTRACT

OBJECTIVE: This research was conducted to determine the effects of acupressure, laughter yoga, and a mindfulness-based stress reduction program applied to postmenopausal women for menopause symptoms and quality of life.

METHODS: A randomized controlled design was used. The study was conducted with a total of 146 women, including 41 acupressure, 31 laughter yoga, 37 mindfulness-based stress reduction, and 37 control group women. The women in the acupressure group were administered acupressure twice a week, which accounted for 16 sessions in total. Women in the laughter yoga and mindfulness-based stress reduction groups received a total of eight sessions of the related intervention, which was performed once a week. Study data were collected using a participant information form, the Menopause Rating Scale (MRS), and the Menopause-Specific Quality of Life Scale (MENQOL). Descriptive statistics, paired-samples t test, χ2 test, analysis of variance test, and intention to treat analysis were used to analyze the data. Before the intention to treat analysis was performed, the multiple imputation method was employed to deal with missing data.

RESULTS: In the study, it was found that there was a decrease in the MRS total score after the intervention in women in all three intervention groups compared to the control group (P < 0.05). In the laughter yoga group, total MRS scores decreased by 3.16 points (P < 0.05). In the acupressure group, total MRS scores decreased by 5.46 points (P < 0.05). In the mindfulness-based stress reduction (MBSR) program group, total MRS scores decreased by 4.65 points (P < 0.05). It was determined that the mean scores of women in the laughter yoga and acupressure groups on all subscales of the MENQOL decreased after the intervention compared to the control group (P < 0.05). The comparison of the MBSR group and the control group showed that there was a decrease only in the psychosocial domain subdimension of the MENQOL (P < 0.05).

CONCLUSIONS: In conclusion, it was determined that laughter yoga, acupressure, and MBSR could be effective in reducing menopause symptoms and improving quality of life, although findings require further testing in a rigorously controlled study and in a study with only a single prespecified outcome.

PMID:39226408 | DOI:10.1097/GME.0000000000002402

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Nevin Manimala Statistics

Establishing an Evaluation Indicator System for User Satisfaction With Hypertension Management Apps: Combining User-Generated Content and Analytic Hierarchy Process

J Med Internet Res. 2024 Sep 3;26:e60773. doi: 10.2196/60773.

ABSTRACT

BACKGROUND: Hypertension management apps (HMAs) can be effective in controlling blood pressure, but their actual impact is often suboptimal. Establishing a user satisfaction evaluation indicator system for HMAs can assist app developers in enhancing app design and functionality, while also helping users identify apps that best meet their needs. This approach aims to improve the overall effectiveness of app usage.

OBJECTIVE: This study aims to systematically collect data on HMAs and their user reviews in the United States and China. It analyzes app usage patterns and functional characteristics, identifies factors influencing user satisfaction from existing research, and develops a satisfaction evaluation indicator system to provide more accurate recommendations for improving user satisfaction.

METHODS: We conducted a descriptive statistical analysis to assess the development status of HMAs in both countries and applied the task-technology fit model to evaluate whether the app functionalities align with business needs. We separately summarized the factors influencing user satisfaction in both countries from previous research, utilized the analytic hierarchy process to develop an evaluation indicator system for HMA user satisfaction, and calculated satisfaction levels. Based on these findings, we propose improvements to enhance app functionality and user satisfaction.

RESULTS: In terms of current development status, there were fewer HMAs and user reviews in China compared with the United States. Regarding app functional availability, fewer than 5% (4/91) of the apps achieved a demand fulfillment rate exceeding 80% (8/10). Overall, user satisfaction in both countries was low.

CONCLUSIONS: In the United States, user satisfaction was lowest for advertising distribution, data synchronization, and reliability. By contrast, Chinese apps need improvements in cost efficiency and compatibility.

PMID:39226103 | DOI:10.2196/60773

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Nevin Manimala Statistics

Psychiatric Safety of Semaglutide for Weight Management in People Without Known Major Psychopathology: Post Hoc Analysis of the STEP 1, 2, 3, and 5 Trials

JAMA Intern Med. 2024 Sep 3. doi: 10.1001/jamainternmed.2024.4346. Online ahead of print.

ABSTRACT

IMPORTANCE: Obesity is associated with numerous psychosocial complications, making psychiatric safety a consideration for treating people with obesity. Few studies have investigated the psychiatric safety of newly available antiobesity medications.

OBJECTIVE: To evaluate the psychiatric safety of subcutaneous semaglutide, 2.4 mg, once weekly in people without known major psychopathology.

DESIGN, SETTING, AND PARTICIPANTS: This post hoc analysis of pooled data from the randomized, double-blind, placebo-controlled, multicenter phase 3a STEP 1, 2, and 3 trials (68 weeks; 2018-2020) and phase 3b STEP 5 trial (104 weeks; 2018-2021) included adults with overweight or obesity; STEP 2 participants also had type 2 diabetes. Trial designs have been published previously.

INTERVENTIONS: Semaglutide, 2.4 mg, vs placebo.

MAIN OUTCOMES AND MEASURES: Depressive symptoms and suicidal ideation/behavior were assessed using the Patient Health Questionnaire (PHQ-9) and Columbia-Suicide Severity Rating Scale, respectively. Psychiatric and nervous system disorder adverse events were investigated.

RESULTS: This analysis included 3377 participants in the STEP 1, 2, and 3 trials (2360 women [69.6%]; mean [SD] age, 49 [13] years) and 304 participants in STEP 5 (236 women [77.6%]; mean [SD] age, 47 [11] years). In the STEP 1, 2, and 3 trials, mean (SD) baseline PHQ-9 scores for the semaglutide, 2.4 mg, and placebo groups were 2.0 (2.3) and 1.8 (2.3), respectively, indicating no/minimal symptoms of depression. PHQ-9 scores at week 68 were 2.0 (2.9) and 2.4 (3.3), respectively; the estimated treatment difference (95% CI) between groups was -0.56 (-0.81 to -0.32) (P < .001). Participants treated with semaglutide vs placebo were less likely to shift (from baseline to week 68) to a more severe category of PHQ-9 depression (odds ratio, 0.63; 95% CI, 0.50-0.79; P < .001). Based on the Columbia-Suicide Severity Rating Scale, 1% or fewer of participants reported suicidal ideation/behavior during treatment, with no differences between semaglutide, 2.4 mg, and placebo. Psychiatric disorder adverse events were generally balanced between groups. Similar results were observed in STEP 5.

CONCLUSIONS AND RELEVANCE: The results of this post hoc analysis suggest that treatment with semaglutide, 2.4 mg, did not increase the risk of developing symptoms of depression or suicidal ideation/behavior vs placebo and was associated with a small but statistically significant reduction in depressive symptoms (not considered clinically meaningful). People with obesity should be monitored for mental health concerns so they can receive appropriate support and care.

TRIAL REGISTRATION: ClinicalTrials.gov Identifiers: STEP 1 (NCT03548935), 2 (NCT03552757), 3 (NCT03611582), and 5 (NCT03693430).

PMID:39226070 | DOI:10.1001/jamainternmed.2024.4346

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Nevin Manimala Statistics

Surgery and Suicide Deaths Among Patients With Cancer

JAMA Netw Open. 2024 Sep 3;7(9):e2431414. doi: 10.1001/jamanetworkopen.2024.31414.

NO ABSTRACT

PMID:39226059 | DOI:10.1001/jamanetworkopen.2024.31414

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Nevin Manimala Statistics

Case Definition for Diagnosed Alzheimer Disease and Related Dementias in Medicare

JAMA Netw Open. 2024 Sep 3;7(9):e2427610. doi: 10.1001/jamanetworkopen.2024.27610.

ABSTRACT

IMPORTANCE: Lack of a US dementia surveillance system hinders efforts to support and address disparities among persons living with Alzheimer disease and related dementias (ADRD).

OBJECTIVE: To review diagnosis and prescription drug code ADRD identification algorithms to develop and implement case definitions for national surveillance.

DESIGN, SETTING, AND PARTICIPANTS: In this cross-sectional study, a systematic literature review was conducted to identify unique International Statistical Classification of Diseases, Tenth Revision, Clinical Modification (ICD-10-CM) and prescription drug codes used by researchers to identify ADRD in administrative records. Code frequency of use, characteristics of beneficiaries identified by codes, and expert and author consensus around code definitions informed code placement into categories indicating highly likely, likely, and possible ADRD. These definitions were applied cross-sectionally to 2017 to 2019 Medicare fee-for-service (FFS) claims and Medicare Advantage (MA) encounter data to classify January 2019 Medicare enrollees. Data analysis was conducted from September 2022 to March 2024.

EXPOSURES: ICD-10-CM and national drug codes in FFS claims or MA encounters.

MAIN OUTCOMES AND MEASURES: The primary outcome was counts and rates of beneficiaries meeting each case definition. Category-specific age, sex, race and ethnicity, MA enrollment, dual-eligibility, long-term care utilization, mortality, and rural residence distributions, as well as frailty scores and FFS monthly expenditures were also analyzed. Beneficiary characteristics were compared across categories, and age-standardized to minimize confounding by age.

RESULTS: Of the 60 000 869 beneficiaries included (50 853 806 aged 65 years or older [84.8%]; 32 567 891 female [54.3%]; 5 555 571 Hispanic [9.3%]; 6 318 194 non-Hispanic Black [10.5%]; 44 384 980 non-Hispanic White [74.0%]), there were 4 312 496 (7.2%) with highly likely ADRD, 1 124 080 (1.9%) with likely ADRD, and 2 572 176 (4.3%) with possible ADRD, totaling more than 8.0 million with diagnostic evidence of at least possible ADRD. These beneficiaries were older, more frail, more likely to be female, more likely to be dual-eligible, more likely to use long-term care, and more likely to die in 2019 compared with beneficiaries with no evidence of ADRD. These differences became larger when moving from the possible ADRD group to the highly likely ADRD group. Mean (SD) FFS monthly spending was $2966 ($4921) among beneficiaries with highly likely ADRD compared with $936 ($2952) for beneficiaries with no evidence of ADRD. Differences persisted after age standardization.

CONCLUSIONS AND RELEVANCE: This cross-sectional study of 2019 Medicare beneficiaries identified more than 5.4 million Medicare beneficiaries with evidence of at least likely ADRD in 2019 using the diagnostic case definition. Pending validation against clinical and other methods of ascertainment, this approach can be adopted provisionally for national surveillance.

PMID:39226058 | DOI:10.1001/jamanetworkopen.2024.27610

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Nevin Manimala Statistics

Error Rates in Race and Ethnicity Designation Across Large Pediatric Health Systems

JAMA Netw Open. 2024 Sep 3;7(9):e2431073. doi: 10.1001/jamanetworkopen.2024.31073.

ABSTRACT

IMPORTANCE: Without knowledge of the degree of misattribution in racial and ethnic designations in data, studies run the risk of missing existing inequities and disparities and identifying others that do not exist. Further, accuracy of racial and ethnic designations is important to clinical care improvement efforts and health outcomes.

OBJECTIVE: To determine the error rate of racial and ethnic attribution in the electronic medical records (EMRs) across the 3 largest pediatric health systems in Michigan.

DESIGN, SETTING, AND PARTICIPANTS: This cross-sectional study collected race and ethnicity data from parents in outpatient clinics, emergency departments, and inpatient units at the 3 largest pediatric health systems in Michigan. A total of 1594 parents or guardians participated at health system A, 1537 at health system B, and 1202 at health system C from September 1, 2023, to January 31, 2024. Parent or guardian report of race and ethnicity for a child was used as the gold standard for comparison with the designation in the EMR.

EXPOSURE: Race and ethnicity designations in the EMR. Options for race designation across the health systems ranged from 6 to 49; options for ethnicity, from 2 to 10.

MAIN OUTCOMES AND MEASURES: Matching occurred in 3 stages. First, the exact racial and ethnic designations made by parents for their child were compared with what was found in the EMR. Second, for any child whose parent selected more than 1 racial category or for whom more than 1 appeared in the EMR, the designation of a minoritized racial group was used for matching purposes. Third, starting with the product of stage 2, racial designations were combined or collapsed into 6 (health systems A and C) or 5 (health system B) designations.

RESULTS: A total of 4333 survey responses were included in the analysis. The greatest error rate across the health systems occurred with the exact match of parental report of racial designation with the EMR, which ranged from 41% to 78% across the health systems. Improvement in the matching rate for each health system occurred with consolidation of race options provided. Differences between the health systems narrowed at the final consolidation to varying from 79% to 88% matching. Ethnicity matching between the EMR and the parental report ranged from 65% to 95% across the health systems. Missing race or ethnicity data in the EMR was counted as a nonmatch. Rates of missing racial data varied across the health systems from 2% to 10%. The health system with the greatest number of options for race and ethnicity had the highest error rates.

CONCLUSIONS AND RELEVANCE: Although there will always be some misattribution of race and ethnicity in the EMR, the results of this cross-sectional study suggest that significant error in these data may undermine strategies to improve care. It is unclear whether those in an organization who determine the number of potential categories are the same persons who use those data to investigate potential disparities and inequities.

PMID:39226057 | DOI:10.1001/jamanetworkopen.2024.31073