Tag: statistics

Medicine (Baltimore). 2024 Dec 20;103(51):e40888. doi: 10.1097/MD.0000000000040888.

ABSTRACT

This study investigated the potential association between uranium exposure and mortality from cerebrovascular diseases, with a focus on the mediating effects of lipid indicators. Employing recommended sampling weights to account for National Health and Nutrition Examination Survey’ complex survey design, this analysis drew from data collected between 2005 and 2016. The study examined the impact of uranium on mortality from cerebrovascular diseases using various statistical approaches, including Cox regression to assess linear relationships within metal mixtures. It also evaluated the role of lipid-adjusted plutonium (LAP) as a mediator and verified the persistence of associations across different subgroups. The study encompassed 4312 participants and established a significant direct link between uranium levels and mortality from cerebrovascular diseases (hazard ratio (95%CI) = 20.4243 (20.1347-20.7181), P = .0266). It also identified LAP as a mediating factor in the relationship, accounting for a mediated proportion of 1.35%. The findings highlight a pivotal connection between uranium exposure and increased mortality due to cerebrovascular diseases, with LAP playing a significant intermediary role.

PMID:39705492 | DOI:10.1097/MD.0000000000040888

Medicine (Baltimore). 2024 Dec 20;103(51):e41004. doi: 10.1097/MD.0000000000041004.

ABSTRACT

Pharmacists, as an integral part of the healthcare team, can play a crucial role in preventing drug-related problems in patients with chronic kidney disease that arise due to inappropriate doses. This study aimed to develop and validate a new tool, the renal dosing questionnaire (RDQ-13), for pharmacists working across hospital, community, and retail pharmacy settings. A cross-sectional study was conducted from January to March 2023 among pharmacists working in different settings. The RDQ-13 scale consists of 3-sections, encompassing demographic details, a knowledge section with 6 domains, each having 4 questions with the choice of “yes/no,” an attitude section featuring a Likert scale for 4 items, and a perception section featuring a Likert scale for 3 items. The assessment of construct and discriminative validity was performed along with testing for reliability. The average variance extracted value and the composite reliability value were used for convergent validity. A total of 65 pharmacists completed the RDQ-13, but at retest n = 2 participants were dropped (response rate at retest was 96.9%). Exploratory factor analysis revealed 3-factor loadings with 59.1% of the variance, whereas the Kaiser-Mayer-Olkin value was 0.60. The Cronbach alpha value of 0.700 indicates good internal consistency, whereas the intraclass correlation coefficient (ICC) for the test and retest showed that most domains/scores were statistically significant (P < .001), showing an excellent agreement between the test and retest. The RDQ-13 underwent extensive validation through a cross-sectional survey, demonstrating high content and face validity. The scale showed consistent responses over time (test-retest stability) and good internal consistency.

PMID:39705490 | DOI:10.1097/MD.0000000000041004

Thyroid. 2024 Dec 20. doi: 10.1089/thy.2024.0270. Online ahead of print.

ABSTRACT

Background: Several meta-analyses have found no association between Graves’ disease (GD) and an increased risk of incident diabetes; however, the intricate relationship between thyroid dysfunction and diabetes remains underexplored. In this study, we aimed to evaluate the risk of incident type 2 diabetes (T2DM) in a population newly diagnosed with GD, focusing on different treatment methods and treatment duration. Methods: This was a retrospective population-based study utilizing data from the Korean National Health Insurance database. We included 36,243 patients with GD and 36,243 controls, matched with age and sex. We calculated the incidence of T2DM among patients and controls based on treatment methods, such as medical therapy, radioactive iodine therapy (RAIT), and surgery. We examined the cumulative dose and duration of antithyroid drug (ATD) use for each patient. Results: The majority of patients (34,867, 96.2%) were treated with ATDs, followed by RAIT (1093 patients, 3%), and surgery (283 patients, 0.8%). After adjusting for age; sex; income; comorbidities, including hypertension, dyslipidemia, and cancer; body mass index; smoking; drinking; and exercise, patients with GD exhibited a higher risk of developing diabetes (hazard ratio [HR] = 1.13 [95% confidence interval 1.06-1.21]) than controls (5.1% vs. 4.5%, respectively). While the risk was the highest within the first six months after GD diagnosis (HR = 3.21), it was significant between six months and two years (HR = 1.36) and was comparable with the controls two years after GD diagnosis (HR = 0.93). A longer duration of ATD treatment and a higher cumulative dose were associated with an increased risk of diabetes. However, the risks for T2DM did not differ according to treatment modality or clinical outcomes, which was probably related to the small number of patients in each subgroup. Conclusions: Our findings highlight the negative impact of GD on the development of T2DM. Patients newly diagnosed with GD can be considered for diabetes screening to facilitate early detection and intervention.

PMID:39705078 | DOI:10.1089/thy.2024.0270

Curr Med Res Opin. 2024 Dec 20:1-9. doi: 10.1080/03007995.2024.2438996. Online ahead of print.

ABSTRACT

OBJECTIVE: This study aimed to describe clinical characteristics-including blood counts and pharmacologic cytoreductive treatment patterns-and outcomes after 6 months of hydroxyurea (HU) treatment among patients with polycythemia vera (PV) in US community practices.

METHODS: This retrospective observational study included adult patients with a PV diagnosis (1JAN2008-31JAN2020) and ≥2 postdiagnosis visits in the iKnowMed electronic health record database (US Oncology Network and non-Network clinics). Suboptimal HU response required ≥1 criterion after ≥3 months of treatment: white blood cell count (WBC) >10 × 10⁹/L, platelet count >400 × 10⁹/L, and/or hematocrit >45%. Patient characteristics were summarized from structured data using descriptive statistics; overall survival was assessed by Kaplan-Meier method.

RESULTS: Among 5871 patients, mean age at diagnosis was 66.1 years (69.8% ≥60 years); 67.2, 59.4, 38.2, and 33.9% of patients had elevated hematocrit, hemoglobin, WBC, and platelets, respectively; 6.1% had a previous thrombotic event. Of 4185 (71.3%) high-risk and 1675 low-risk patients, 55.0 and 32.0% received pharmacologic cytoreductive treatment, most commonly HU (89.8 and 88.9%). After 6 months of pharmacologic cytoreductive treatment, 56.9% had a suboptimal response. Five-year survival probability was 81.5 and 84.3% among patients with suboptimal and optimal responses to HU, respectively, which was not statistically different but suggests potential for survival benefits with longer follow-up.

CONCLUSION: Nearly half of high-risk patients with PV did not receive pharmacologic cytoreductive treatment. Of those who did, over half had suboptimal response, suggesting these patients may need dose adjustments, improved adverse effect management, or alternative treatments. Longer follow-up may be needed to assess an association between HU response and survival.

PMID:39705076 | DOI:10.1080/03007995.2024.2438996

J Strength Cond Res. 2024 Dec 19. doi: 10.1519/JSC.0000000000005023. Online ahead of print.

ABSTRACT

Molina, R, Lapresa, D, Arana, J, Álvarez, I, and Salazar, H. Wellness and session rating of perceived exertion in professional basketball players within different weekly contexts. J Strength Cond Res XX(X): 000-000, 2024-The objective of this article was to analyze the level of well-being-through the wellness questionnaire-and the training load-based on the session rating of perceived exertion (sRPE)-in professional basketball players within different weekly contexts during the season 2020/2021. The team analyzed played 2 competitions: Endesa League (Asociación de Clubes de Baloncesto)-the highest level of competition in Spain-and the Basketball Champions League at the European level. Non-parametric statistics have been used because of the size of the sample and the ordinal nature of the scores. The contrast of related groups has not been significant for the wellness variable, remaining stable scores throughout different weekly contexts (weeks without competition, regular weeks with 1 game, and congested weeks with 2 or more games). Regarding the training load results, a significant effect size has been found in the contrast of medians depending on the proximity to the game in regular weeks and congested weeks, while in weeks without competition, moments of load alternation have been detected. This work is an example of the practical application of the wellness-sRPE relationship as an effective indicator within the week periodization.

PMID:39705063 | DOI:10.1519/JSC.0000000000005023

JAMA Health Forum. 2024 Dec 6;5(12):e244544. doi: 10.1001/jamahealthforum.2024.4544.

ABSTRACT

IMPORTANCE: Concerns around excessive opioid prescribing have been used to argue against the expansion of the scope of practice of nurse practitioners (NPs), but the association of NP practice independence with high-risk opioid prescribing is not well understood.

OBJECTIVE: To assess whether the rates of high-risk opioid prescribing changed in association with NP independence legislation.

DESIGN, SETTING, AND PARTICIPANTS: This difference-in-differences analysis compared rates of high-risk opioid prescribing in 6 states over 2 years following the adoption of NP independence compared with 10 neighboring nonadopting states from January 2012 to December 2021. Prescription insurance claims for 2 874 213 continuously enrolled individuals (members) aged 18 to 64 years from Blue Cross Blue Shield Axis were analyzed. Data analysis was carried out from 2021 to 2024.

EXPOSURE: Timing of the legislative effective date of NP independence in a state.

MAIN OUTCOMES AND MEASURES: The primary outcome was the rate of opioid prescriptions that overlapped with a prescription for a central nervous system (CNS) depressant. Secondary outcomes included the number of days of opioid-CNS depressant overlap, as well as the dosage and days supplied of opioids among all members and among opioid-naive members.

RESULTS: Six states that adopted NP independence legislation and 10 nonadopting neighboring states were similar in terms of demographic characteristics and had comparable pretrends in prescribing. The estimated change in the rate of opioid prescriptions that overlapped with a CNS depressant was -0.03 per 100 members per month (95% CI, -0.11 to 0.05). Changes in the number of days of opioid-CNS depressant overlap and in the dosage and days supplied of opioids among all members and among opioid-naive members were also small and statistically insignificant.

CONCLUSIONS AND RELEVANCE: The results of this difference-in-differences analysis suggest that there was no relative increase in rates of high-risk opioid prescribing during the 2 years following the adoption of independence for NPs.

PMID:39705044 | DOI:10.1001/jamahealthforum.2024.4544

Environ Health Perspect. 2024 Dec;132(12):127003. doi: 10.1289/EHP15200. Epub 2024 Dec 20.

ABSTRACT

BACKGROUND: While water, sanitation, and hygiene (WASH) interventions can reduce diarrheal disease, many large-scale trials have not found the expected health gains for young children in low-resource settings. Evidence-based guidance is needed to improve interventions and remove barriers to diarrheal disease reduction.

OBJECTIVES: We aimed to estimate how sensitive WASH intervention effectiveness was to underlying contextual and intervention factors in the WASH Benefits (WASH-B) Bangladesh cluster-randomized controlled trial.

METHODS: The investigators measured diarrheal prevalence in children enrolled in the WASH-B trial at three time points approximately 1 year apart (n=17,187 observations). We developed a susceptible-infectious-susceptible model with transmission across multiple environmental pathways and evaluated each of four interventions [water (W), sanitation (S), hygiene (H), and nutrition (N) applied individually and in combination], compliance with interventions, and the impact of individuals not enrolled in the study. Leveraging a set of mechanistic parameter combinations fit to the WASH-B Bangladesh trial using a hybrid Bayesian sampling-importance resampling and maximum-likelihood estimation approach, we simulated trial outcomes under counterfactual scenarios to estimate how changes in six WASH factors (preexisting WASH conditions, disease transmission potential, intervention compliance, intervenable fraction of transmission, intervention efficacy, and community coverage) impacted intervention effectiveness.

RESULTS: Increasing community coverage had the greatest impact on intervention effectiveness (e.g., median increases in effectiveness of 34.0 and 45.5 percentage points in the WSH and WSHN intervention arms when increasing coverage to 20%). The effect of community coverage on effectiveness depended on how much transmission was along pathways not modified by the interventions. Intervention effectiveness was reduced by lower levels of preexisting WASH conditions or increased baseline disease burden. Individual interventions had complementary but not synergistic effects when combined.

DISCUSSION: To realize the expected health gains, future WASH interventions must address community coverage and transmission along pathways not traditionally covered by WASH. The effectiveness of individual-level WASH improvements is reduced more the further the community is from achieving the coverage needed for herd protection. https://doi.org/10.1289/EHP15200.

PMID:39705040 | DOI:10.1289/EHP15200

JAMA Netw Open. 2024 Dec 2;7(12):e2451806. doi: 10.1001/jamanetworkopen.2024.51806.

ABSTRACT

IMPORTANCE: Childhood adverse experiences have been linked with long-term risk of cardiovascular disease (CVD), yet the transgenerational associations between interparental behaviors and CVD remain poorly understood.

OBJECTIVES: To explore the association between exposure to childhood interparental physical violence and the subsequent risk of CVD and to examine whether the association is modified by adult depressive symptoms.

DESIGN, SETTING, AND PARTICIPANTS: This population-based cohort study included data from the China Health and Retirement Longitudinal Study (CHARLS), an ongoing study recruiting individuals aged 45 years or older, dated between June 1, 2011, and December 31, 2020, with a follow-up duration of 9 years. The data were analyzed from October 1, 2023, to May 10, 2024.

EXPOSURES: An early life exposure questionnaire with information on the frequency of witnessing interparental physical violence was administered. Depressive symptoms were assessed via the validated 10-item Center for Epidemiologic Studies Depression Scale.

MAIN OUTCOMES AND MEASURES: The outcome measures included self-reported physician-diagnosed heart disease (defined as myocardial infarction, angina, coronary heart disease, heart failure, or other heart problems) and stroke. Multivariate Cox proportional hazards regression models using attained age as the time scale were conducted.

RESULTS: Of 10 424 participants, the mean (SD) age was 58.1 (9.0) years, 5332 (51.2%) were female, and 872 (8.4%) reported exposure to interparental physical violence. Exposure to childhood interparental physical violence was associated with increased risks of adult-onset CVD (hazard ratio [HR], 1.36; 95% CI, 1.20-1.55), heart disease (HR, 1.36; 95% CI, 1.17-1.57), and stroke (HR, 1.28; 95% CI, 1.03-1.61). Participants exposed to childhood interparental physical violence had a greater prevalence of depressive symptoms (2371 of 9335 participants [25.4%]), which mediated 11.0% of the association between childhood interparental physical violence and CVD (HR, 1.26; 95% CI, 1.09-1.45).

CONCLUSIONS AND RELEVANCE: In this cohort study, childhood exposure to interparental physical violence was associated with a higher risk of adult-onset CVD, which was partially mediated by adult depressive symptoms. The findings emphasize the need for comprehensive strategies and policy efforts that address the social determinants of interparental violence and provide household education opportunities.

PMID:39705033 | DOI:10.1001/jamanetworkopen.2024.51806

JAMA Netw Open. 2024 Dec 2;7(12):e2451813. doi: 10.1001/jamanetworkopen.2024.51813.

ABSTRACT

IMPORTANCE: Type 2 diabetes and hypertension are obesity-related, noncommunicable diseases becoming increasingly common worldwide. In 2008, Japan launched a nationwide universal health checkup program, Specific Health Checkup (SHC), for the primary prevention of obesity-related diseases, but its effectiveness has been understudied.

OBJECTIVE: To investigate the association of the SHC program with incident diabetes and hypertension, using a target trial emulation framework.

DESIGN, SETTING, AND PARTICIPANTS: This retrospective cohort study used data from a longitudinal health care database involving both checkup history and medical encounter records in Japan. Individuals aged 40 to 74 years, without diabetes or hypertension, and without a prior checkup history, were eligible. Individuals were repeatedly assessed for eligibility from April 1, 2008, to March 31, 2020, to assemble sequential cohorts of 78 620 SHC participants and 214 554 nonparticipants. Statistical analysis was conducted from June 8 to December 30, 2023.

MAIN OUTCOMES AND MEASURES: The composite risk of incident type 2 diabetes or hypertension over a period of up to 10 years, defined as the combination of a newly documented diagnosis and use of relevant medications. A propensity score-weighted survival analysis was conducted to adjust for baseline variables. A series of sensitivity analyses and a negative outcome control analysis were conducted using depression as a benchmark.

RESULTS: Sequential cohorts consisted of 78 620 SHC participants (median age, 46 years [IQR, 41-53 years]; 62.7% women) and 214 554 nonparticipants (median age, 49 years [IQR, 44-55 years]; 82.0% women) from 153 084 unique persons, each of whom entered the study cohort a mean (SD) of 1.9 (1.5) times. Within a median follow-up of 4.2 years (IQR, 2.7-6.3 years), the primary end point occurred among 11.2% of all individuals (10.6% of the SHC participants and 11.4% of the nonparticipants), with a lower hazard ratio (HR) among the SHC recipients (HR, 0.90; 95% CI, 0.89-0.92); the difference in cumulative incidence at 10 years was -1.6% (95% CI, -1.8% to -1.3%). The sensitivity analyses showed similar results. The negative control analysis suggested the potential for residual confounding (HR, 1.05; 95% CI, 1.02-1.07); the bias-calibrated HR was 0.86 (95% CI, 0.84-0.89) for the primary outcome.

CONCLUSIONS AND RELEVANCE: In this cohort study, within a median of 4.2 years of follow-up, SHC recipients had a 9.8% lower risk of incident diabetes and hypertension (13.8% in the bias-calibrated analysis). The cost-effectiveness of the SHC and its transportability to other regions are unclear, requiring future investigations.

PMID:39705032 | DOI:10.1001/jamanetworkopen.2024.51813

JAMA Netw Open. 2024 Dec 2;7(12):e2451821. doi: 10.1001/jamanetworkopen.2024.51821.

ABSTRACT

IMPORTANCE: Given the personal and social burdens of opioid use disorder (OUD), understanding time trends in OUD prevalence in large patient populations is key to planning prevention and treatment services.

OBJECTIVE: To examine trends in the prevalence of OUD from 2005 to 2022 overall and by age, sex, and race and ethnicity.

DESIGN, SETTING, AND PARTICIPANTS: This serial cross-sectional study included national Veterans Health Administration (VHA) electronic medical record data from the VHA Corporate Data Warehouse. Adult patients (age ≥18 years) with a current OUD diagnosis (using International Classification of Diseases, Ninth Revision, Clinical Modification [ICD-9-CM] and International Statistical Classification of Diseases, Tenth Revision, Clinical Modification [ICD-10-CM] codes) who received outpatient care at VHA facilities from January 1, 2005, to December 31, 2022, were eligible for inclusion in the analysis.

MAIN OUTCOMES AND MEASURES: The main outcome was OUD diagnoses. To test for changes in prevalence of OUD over time, multivariable logistic regression models were run that included categorical study year and were adjusted for sex, race and ethnicity, and categorical age.

RESULTS: The final sample size ranged from 4 332 165 to 5 962 564 per year; most were men (89.3%-95.0%). Overall, the annual percentage of VHA patients diagnosed with OUD almost doubled from 2005 to 2017 (0.60% [95% CI, 0.60%-0.61%] to 1.16% [95% CI, 1.15%-1.17%]; adjusted difference, 0.55 [95% CI, 0.54-0.57] percentage points) and declined thereafter (2022: 0.97% [95% CI, 0.97%-0.98%]; adjusted difference from 2017 to 2022, -0.18 [95% CI, -0.19 to -0.17] percentage points). This trend was similar among men (0.64% [95% CI, 0.63%-0.64%] in 2005 vs 1.22% [95% CI, 1.21%-1.23%] in 2017 vs 1.03% [95% CI, 1.02%-1.04%] in 2022), women (0.34% [95% CI, 0.32%-0.36%] in 2005 vs 0.68% [95% CI, 0.66%-0.69%] in 2017 vs 0.53% [95% CI, 0.52%-0.55%] in 2022), those younger than 35 years (0.62% [95% CI, 0.59%-0.66%] in 2005 vs 2.22% [95% CI, 2.18%-2.26%] in 2017 vs 1.00% [95% CI, 0.97%-1.03%] in 2022), those aged 35 to 64 years (1.21% [95% CI, 1.19%-1.22%] in 2005 vs 1.80% [95% CI, 1.78%-1.82%] in 2017 vs 1.41% [95% CI, 1.39%-1.42%] in 2022), and non-Hispanic White patients (0.44% [95% CI, 0.43%-0.45%] in 2005 vs 1.28% [95% CI, 1.27%-1.29%] in 2017 vs 1.13% [95% CI, 1.11%-1.14%] in 2022). Among VHA patients aged 65 years or older, OUD diagnoses increased from 2005 to 2022 (0.06% [95% CI, 0.06%-0.06%] to 0.61% [95% CI, 0.60%-0.62%]), whereas among Hispanic or Latino and non-Hispanic Black patients, OUD diagnoses decreased from 2005 (0.93% [95% CI, 0.88%-0.97%] and 1.26% [95% CI, 1.23%-1.28%], respectively) to 2022 (0.61% [95% CI, 0.59%-0.63%] and 0.82% [95% CI, 0.80%-0.83%], respectively).

CONCLUSIONS AND RELEVANCE: This serial cross-sectional study of national VHA electronic health record data found that the prevalence of OUD diagnoses increased from 2005 to 2017, peaked in 2017, and declined thereafter, a trend primarily attributable to changes among non-Hispanic White patients and those younger than 65 years. Continued public health efforts aimed at recognizing, treating, and preventing OUD are warranted.

PMID:39705031 | DOI:10.1001/jamanetworkopen.2024.51821