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1.
JMIR Form Res ; 8: e54343, 2024 May 14.
Article in English | MEDLINE | ID: mdl-38743466

ABSTRACT

BACKGROUND: Web-based surveys can be effective data collection instruments; however, participation is notoriously low, particularly among professionals such as physicians. Few studies have explored the impact of varying amounts of monetary incentives on survey completion. OBJECTIVE: This study aims to conduct a randomized study to assess how different incentive amounts influenced survey participation among neurologists in the United States. METHODS: We distributed a web-based survey using standardized email text to 21,753 individuals randomly divided into 5 equal groups (≈4351 per group). In phase 1, each group was assigned to receive either nothing or a gift card for US $10, $20, $50, or $75, which was noted in the email subject and text. After 4 reminders, phase 2 began and each remaining individual was offered a US $75 gift card to complete the survey. We calculated and compared the proportions who completed the survey by phase 1 arm, both before and after the incentive change, using a chi-square test. As a secondary outcome, we also looked at survey participation as opposed to completion. RESULTS: For the 20,820 emails delivered, 879 (4.2%) recipients completed the survey; of the 879 recipients, 622 (70.8%) were neurologists. Among the neurologists, most were male (412/622, 66.2%), White (430/622, 69.1%), non-Hispanic (592/622, 95.2%), graduates of American medical schools (465/622, 74.8%), and board certified (598/622, 96.1%). A total of 39.7% (247/622) completed their neurology residency more than 20 years ago, and 62.4% (388/622) practiced in an urban setting. For phase 1, the proportions of respondents completing the survey increased as the incentive amount increased (46/4185, 1.1%; 76/4165, 1.8%; 86/4160, 2.1%; 104/4162, 2.5%; and 119/4148, 2.9%, for US $0, $10, $20, $50, and $75, respectively; P<.001). In phase 2, the survey completion rate for the former US $0 arm increased to 3% (116/3928). Those originally offered US $10, $20, $50, and $75 who had not yet participated were less likely to participate compared with the former US $0 arm (116/3928, 3%; 90/3936, 2.3%; 80/3902, 2.1%; 88/3845, 2.3%; and 74/3878, 1.9%, for US $0, $10, $20, $50, and $75, respectively; P=.03). For our secondary outcome of survey participation, a trend similar to that of survey completion was observed in phase 1 (55/4185, 1.3%; 85/4165, 2%; 96/4160, 2.3%; 118/4162, 2.8%; and 135/4148, 3.3%, for US $0, $10, $20, $50, and $75, respectively; P<.001) and phase 2 (116/3928, 3%; 90/3936, 2.3%; 80/3902, 2.1%; 88/3845, 2.3%; and 86/3845, 2.2%, for US $0, $10, $20, $50, and $75, respectively; P=.10). CONCLUSIONS: As expected, monetary incentives can boost physician survey participation and completion, with a positive correlation between the amount offered and participation.

2.
Pain Manag Nurs ; 25(3): e209-e213, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38494346

ABSTRACT

INTRODUCTION: Patients with systemic lupus erythematosus (SLE) bear a significant burden of pain. We aimed to identify factors that distinguish patients with SLE referred to comprehensive pain clinics and those who are not. Characterizing this patient population will identify unmet needs in SLE management and inform efforts to improve pain care in rheumatology. METHODS: Among patients with SLE with ≥2 rheumatology clinic visits in a large hospital system from 1998 to 2023 (n = 1319), we examined factors that distinguished those who had at least one visit to multidisciplinary pain clinics (n = 77, 5.8%) from those who did not have any visits (n = 1242, 94.2%) with a focus on biopsychosocial and socioeconomic characteristics. We extracted demographic data and ICD-9/ICD-10 codes from the EHR. RESULTS: Patients with SLE attending the pain clinics exhibited characteristics including average older age (mean age ± SD: 54.1 ± 17.9 vs. 48.4 ± 19.9), a higher likelihood of relying on public health insurance (50.7% vs. 34.2%), and a greater representation of Black patients (9.1% vs. 4.4%) compared to SLE patients not seen in pain clinics. Nearly all patients seen at the pain clinics presented with at least one chronic overlapping pain condition (96.1% vs. 58.6%), demonstrated a higher likelihood of having a mental health diagnosis (76.7% vs. 42.4%), and exhibited a greater number of comorbidities (mean ± SD: 6.0 ± 3.0 vs. 2.9 ± 2.6) compared to those not attending the pain clinic. CONCLUSION: We found notable sociodemographic and clinical differences between these patient populations. Patients presenting with multiple comorbidities might benefit from further pain screening and referral to pain clinics to provide comprehensive care, and earlier referral could mitigate the development and progression of multimorbidities.


Subject(s)
Lupus Erythematosus, Systemic , Pain Clinics , Humans , Lupus Erythematosus, Systemic/complications , Lupus Erythematosus, Systemic/psychology , Female , Male , Middle Aged , Pain Clinics/statistics & numerical data , Adult , Aged , Pain Management/methods , Pain Management/statistics & numerical data , Pain Management/standards , Pain/epidemiology
3.
J Pain ; 25(6): 104456, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38185211

ABSTRACT

Low back pain (LBP) significantly affects global health, with associated detrimental outcomes such as physical impairment, emotional distress, and exacerbated mental health symptoms. This study evaluated the representation of marginalized groups, including racialized, gender minority, pregnant/lactating, and elderly individuals in randomized controlled trials for pharmacological interventions treating LBP from 2011 to 2020. We searched Embase, MEDLINE, and CINAHL in December 2021, and 139 studies were eligible. Most trials (n = 113, 81%) reported participant sex; however, no study collected data on sexual and gender minorities, and the majority (n = 99, 71%) excluded pregnant/lactating individuals. Most trials (n = 105, 76%) reported no data on participant race or ethnicity. We limited within-country analyses of race and ethnicity to US-based trials because US-based trials were more likely to report race and/or ethnicity (48%) compared to non-US-based trials (8%). Black participants were the only racialized group whose composition was comparable to US Census estimates. About half (n = 73, 53%) of all trials had an upper age limit for eligibility (range: 40-85 years old) and 24% (n = 33) excluded adults aged >65 years. Our findings confirm that trials for pharmacological LBP interventions underreport demographic data, and the trials that include this data have unrepresentative samples. There is an urgent need for more inclusive and representative patient samples to ensure generalizability and equitable benefits. Standardizing demographic data reporting and integrating community-based participatory research methods can help foster inclusive research practices. This review was registered with prospective register of systematic reviews (PROSPERO), ID 296017. PERSPECTIVE: This systematic review investigates patient representation in pharmacological-based clinical trials for low back pain, LBP, the most prevalent pain condition worldwide. Improvements in reporting demographic data and recruiting diverse participant populations-across different racialized, gender and sexual minority, and age groups-will help clinical research generalizability and provide equitable benefits.


Subject(s)
Low Back Pain , Randomized Controlled Trials as Topic , Humans , Low Back Pain/drug therapy , Patient Selection
4.
J Rheumatol ; 51(3): 297-304, 2024 Mar 01.
Article in English | MEDLINE | ID: mdl-38101917

ABSTRACT

OBJECTIVE: The aim of this study was to investigate and compare different case definitions for chronic pain to provide estimates of possible misclassification when researchers are limited by available electronic health record and administrative claims data, allowing for greater precision in case definitions. METHODS: We compared the prevalence of different case definitions for chronic pain (N = 3042) in patients with autoimmune rheumatic diseases. We estimated the prevalence of chronic pain based on 15 unique combinations of pain scores, diagnostic codes, analgesic medications, and pain interventions. RESULTS: Chronic pain prevalence was lowest in unimodal pain phenotyping algorithms: 15% using analgesic medications, 18% using pain scores, 21% using pain diagnostic codes, and 22% using pain interventions. In comparison, the prevalence using a well-validated phenotyping algorithm was 37%. The prevalence of chronic pain also increased with the increasing number (bimodal to quadrimodal) of phenotyping algorithms that comprised the multimodal phenotyping algorithms. The highest estimated chronic pain prevalence (47%) was the multimodal phenotyping algorithm that combined pain scores, diagnostic codes, analgesic medications, and pain interventions. However, this quadrimodal phenotyping algorithm yielded a 10% overestimation of chronic pain compared to the well-validated algorithm. CONCLUSION: This is the first empirical study to our knowledge that shows that established common modes of phenotyping chronic pain can lead to substantially varying estimates of the number of patients with chronic pain. These findings can be a reference for biases in case definitions for chronic pain and could be used to estimate the extent of possible misclassifications or corrections in using datasets that cannot include specific data elements.


Subject(s)
Autoimmune Diseases , Chronic Pain , Rheumatology , Humans , Chronic Pain/diagnosis , Chronic Pain/epidemiology , Electronic Health Records , Algorithms , Analgesics
5.
ACR Open Rheumatol ; 5(7): 371-375, 2023 Jul.
Article in English | MEDLINE | ID: mdl-37312437

ABSTRACT

OBJECTIVE: To investigate whether the race and ethnicity of a patient with rheumatoid arthritis (RA) influences rheumatologists' likelihood of choosing to initiate biologic disease-modifying antirheumatic drug (bDMARD) treatment. METHODS: We conducted a randomized survey experiment in which identical brief case vignettes of hypothetical patients with RA were sent to US rheumatologists (respondents). Three of the four cases included some level of treatment decision ambiguity whereas the fourth case strongly favored bDMARD initiation. Each respondent was shown the four case vignettes, with the race and ethnicity (Black, Hispanic, White) randomly assigned for each case. Each vignette offered multiple choices for next therapeutic step, which we summarized using frequencies and proportions by race and ethnicity version. RESULTS: Among 159 US rheumatologists, we found that for the three cases with some level of treatment decision ambiguity, there was little to no variability in the proportions of respondents who chose to start a biologic for the Black and Hispanic variants (cases 1, 2, and 3). For case 4, respondents generally agreed to start a biologic with some minimal variability across the variants (92.6% for the Black version, 98.1% for the Hispanic version, and 96.2% for the White version). CONCLUSION: There are conflicting data regarding bDMARD use and initiation in patients with RA based on the sex and race of the patient. This work adds to this conversation by examining how the next therapeutic step chosen by rheumatologists varied by the race and ethnicity of the hypothetical patient.

6.
Rheumatology (Oxford) ; 62(Suppl 1): i4-i9, 2023 03 29.
Article in English | MEDLINE | ID: mdl-36987602

ABSTRACT

SLE is a global health concern that unevenly affects certain ethnic/racial groups. Individuals of Asian, Black, Hispanic and Indigenous ethnicity/race are amongst those who experience increased prevalence, incidence, morbidity and mortality. Population-based surveillance studies from many regions are few and often still in nascent stages. Many of these areas are challenged by restricted access to diagnostics and therapeutics. Without accurately capturing the worldwide burden and distribution of SLE, appropriately dedicating resources to improve global SLE outcomes may be challenging. This review discusses recent SLE epidemiological studies, highlighting the challenges and emerging opportunities in low- and middle-income countries. We suggest means of closing these gaps to better address the global health need in SLE.


Subject(s)
Ethnicity , Lupus Erythematosus, Systemic , Humans , Hispanic or Latino , Lupus Erythematosus, Systemic/epidemiology , Morbidity , Racial Groups , Asian People , Black People
7.
J Pain ; 24(6): 1094-1103, 2023 Jun.
Article in English | MEDLINE | ID: mdl-36965649

ABSTRACT

Over 20 million adults in the United States live with high impact chronic pain (HICP), or chronic pain that limits life or work activities for ≥3 months. It is critically important to differentiate people with HICP from those who sustain normal activities although experiencing chronic pain. Therefore, we aim to help clinicians and researchers identify those with HICP by: 1) developing models that identify factors associated with HICP using the 2016 national health interview survey (NHIS) and 2) evaluating the performances of those models overall and by sociodemographic subgroups (sex, age, and race/ethnicity). Our analysis included 32,980 respondents. We fitted logistic regression models with LASSO (a parametric model) and random forest (a nonparametric model) for predicting HICP using the whole sample. Both models performed well. The most important factors associated with HICP were those related to underlying ill-health (arthritis and rheumatism, hospitalizations, and emergency department visits) and poor psychological well-being. These factors can be used for identifying higher-risk sub-groups for screening for HICP. We will externally validate these findings in future work. We need future studies that longitudinally predict the initiation and maintenance of HICP, then use this information to prevent HICP and direct patients to optimal treatments. PERSPECTIVE: Our study developed models to identify factors associated with high-impact chronic pain (HICP) using the 2016 National Health Interview Survey. There was homogeneity in the factors associated with HICP by gender, age, and race/ethnicity. Understanding these risk factors is crucial to support the identification of populations and individuals at highest risk for developing HICP and improve access to interventions that target these high-risk subgroups.


Subject(s)
Arthritis , Chronic Pain , Adult , Humans , United States/epidemiology , Chronic Pain/epidemiology , Surveys and Questionnaires
8.
Arthritis Care Res (Hoboken) ; 75(9): 1871-1877, 2023 09.
Article in English | MEDLINE | ID: mdl-36705445

ABSTRACT

OBJECTIVE: The risk of end-stage renal disease (ESRD) is increased in patients with systemic lupus erythematosus (SLE). This study was undertaken to determine whether diabetes mellitus (DM) increases ESRD risk in a large inception cohort of SLE patients. METHODS: By means of the Danish National Patient Registry, we identified 3,178 adult patients diagnosed as having SLE between January 1, 1996, and July 31, 2018. DM was defined as the date of first hospital contact for DM or date of a first prescription of an antidiabetic drug. ESRD was defined as first registration of dialysis, renal transplant, or terminal renal insufficiency in the Danish National Patient Registry. ESRD incidence was compared between SLE patients with DM (SLE-DM) and those without DM (SLE-non-DM). Hazard ratios (HRs), adjusted for sex, age, educational level, and occupational status at baseline were calculated for sex, age, educational level, and hypertension (at baseline or during follow-up) strata. The overall hazard ratio (HR) was also adjusted for hypertension. RESULTS: The SLE-DM group included 290 patients, of whom 77% were female, compared with 85% of the 2,859 patients in the SLE-non-DM group. SLE-DM patients had a 3 times higher risk of ESRD compared with SLE-non-DM patients (multivariable-adjusted HR 3.3 [95% confidence interval 1.8-6.1]). In stratified multivariable-adjusted analyses, DM increased the rate of ESRD in women and men, patients ≥50 years old at baseline, those with low educational level at baseline, and those with concomitant hypertension. CONCLUSION: Our findings indicate that SLE patients with DM have a markedly higher risk of developing ESRD compared with SLE patients without DM.


Subject(s)
Diabetes Mellitus , Hypertension , Kidney Failure, Chronic , Lupus Erythematosus, Systemic , Adult , Male , Humans , Female , Middle Aged , Cohort Studies , Risk Factors , Lupus Erythematosus, Systemic/complications , Lupus Erythematosus, Systemic/diagnosis , Lupus Erythematosus, Systemic/epidemiology , Kidney Failure, Chronic/diagnosis , Kidney Failure, Chronic/epidemiology , Kidney Failure, Chronic/etiology , Diabetes Mellitus/diagnosis , Diabetes Mellitus/epidemiology , Denmark/epidemiology
9.
Arthritis Care Res (Hoboken) ; 75(3): 519-528, 2023 03.
Article in English | MEDLINE | ID: mdl-34738339

ABSTRACT

OBJECTIVE: The Chronic Disease Self-Management Program (CDSMP) is designed to enhance patients' self-efficacy and skills to manage their chronic illness. There is compelling evidence for the benefits of the CDSMP among patients with systemic lupus erythematosus (SLE); however, little is known about predictors of participation among Black women with SLE. We examined factors associated with CDSMP initiation and completion in this population. METHODS: We studied 228 Black women with SLE who consented to attend a CDSMP workshop. We used logistic regression to calculate unadjusted and adjusted odds ratios (ORs) for being a CDSMP initiator (a participant registered into the CDSMP who attended at least 1 of the first 2 weekly classes) and a CDSMP completer (a participant who completed at least 4 of 6 weekly classes). RESULTS: The majority of participants were CDSMP initiators (74% [n = 168]). Of those, 126 (75%) were CDSMP completers. Older age (adjusted OR [ORadj ] 1.03 [95% confidence interval (95% CI) 1.00-1.06]) and unemployment/disability (ORadj 2.05 [95% CI 1.05-4.14]) increased the odds of being a CDSMP initiator. The odds of initiating the CDSMP decreased by 22% for each additional child in the household (OR 0.78 [95% CI 0.62-0.98]), but this association became nonsignificant in the adjusted model (ORadj 0.89 [95% CI 0.68-1.18]). The only factor that differed significantly between CDSMP completers and noncompleters was age, with 4% higher odds of being a completer for each additional year of age (ORadj 1.04 [95% CI 1.00-1.07]). CONCLUSION: Our findings suggest that young Black women with SLE face barriers to attend and complete in-person CDSMP workshops, possibly in relation to work and child care demands.


Subject(s)
Lupus Erythematosus, Systemic , Self-Management , Humans , Female , Lupus Erythematosus, Systemic/diagnosis , Lupus Erythematosus, Systemic/epidemiology , Lupus Erythematosus, Systemic/therapy , Chronic Disease , Self Efficacy , Self Care
10.
ACR Open Rheumatol ; 4(10): 890-896, 2022 Oct.
Article in English | MEDLINE | ID: mdl-35872631

ABSTRACT

OBJECTIVE: The chronification of pain is heterogeneous in rheumatology. Chronic overlapping pain conditions (COPCs) such as fibromyalgia, endometriosis, migraine, and back pain may co-occur with one another and in rheumatic diseases. We describe the sociodemographic and clinical profiles associated with concomitant COPCs among patients with rheumatic diseases. METHODS: We retrospectively identified patients visiting rheumatology clinics at a single institution from 2010 to 2020 for five common rheumatic conditions: psoriatic arthritis (PsA), rheumatoid arthritis (RA), Sjögren syndrome (SjS), systemic lupus erythematosus (SLE), and systemic sclerosis (SSc). We compared sociodemographic, clinical, and lifestyle factors by rheumatic condition and by COPC status. We also report sex-stratified diagnosis of COPCs. The primary outcome was diagnostic validation of one or more COPCs. RESULTS: We identified 5992 rheumatology patients: 846 with PsA, 2605 with RA, 956 with SjS, 975 with SLE, and 610 with SSc. Approximately 36-62% of patients had a concomitant COPC diagnosis. Patients with SjS had the highest prevalence (62%). Diagnosis of one or more COPCs was highest among Black patients and lowest among Asian patients. Patients using public insurance had a higher prevalence of one or more COPCs compared with those with private insurance. Patients with one or more COPCs had more depression and anxiety and more frequent emergency department visits, surgeries, and hospitalizations. CONCLUSION: Our findings suggest that COPCs are strikingly common among patients with rheumatic disease and are associated with lower quality of life and greater health care needs. Future research may elucidate drivers of chronic pain and how to best address the unique analgesic needs of this multimorbid population.

11.
J Pain ; 23(9): 1492-1509, 2022 09.
Article in English | MEDLINE | ID: mdl-35421595

ABSTRACT

Pain has been established as a major public health problem in the United States (U.S.) with 50 million adults experiencing chronic pain and 20 million afflicted with high-impact chronic pain (ie, chronic pain that interferes with life or work activities). High financial and social costs are associated with chronic pain. Over the past 2 decades, pain management has been complicated by the marked increase in opioids prescribed to treat chronic noncancer pain and by the concurrent opioid crisis. Monitoring the prevalence of chronic pain and pain management is especially important because pain management is changing in uncertain ways. We review potential U.S. chronic pain surveillance systems, present potential difficulties of chronic pain surveillance, and explore how to address chronic pain surveillance in the current opioid era. We consider case definitions, severity, anatomic site, and varieties of chronic pain management strategies in reviewing and evaluating national surveys for chronic pain surveillance. Based on the criteria evaluated, the National Health Interview Survey offers the best single source for pain surveillance as the pain-related questions administered are brief, valid, and cover a broad scope of pain-related phenomena. PERSPECTIVE: This review article describes data sources that can be leveraged to conduct national chronic pain surveillance in the United States, explores case defining or pain-related questions administered, and evaluates them against 8 surveillance attributes.


Subject(s)
Chronic Pain , Adult , Analgesics, Opioid/therapeutic use , Chronic Pain/epidemiology , Costs and Cost Analysis , Humans , Pain Management , Prevalence , United States/epidemiology
14.
Nat Rev Rheumatol ; 17(9): 515-532, 2021 09.
Article in English | MEDLINE | ID: mdl-34345022

ABSTRACT

Systemic lupus erythematosus (SLE) is an autoimmune disease with protean manifestations that predominantly affects young women. Certain ethnic groups are more vulnerable than others to developing SLE and experience increased morbidity and mortality. Reports of the global incidence and prevalence of SLE vary widely, owing to inherent variation in population demographics, environmental exposures and socioeconomic factors. Differences in study design and case definitions also contribute to inconsistent reporting. Very little is known about the incidence of SLE in Africa and Australasia. Identifying and remediating such gaps in epidemiology is critical to understanding the global burden of SLE and improving patient outcomes. Mortality from SLE is still two to three times higher than that of the general population. Internationally, the frequent causes of death for patients with SLE include infection and cardiovascular disease. Even without new therapies, mortality can potentially be mitigated with enhanced quality of care. This Review focuses primarily on the past 5 years of global epidemiological studies and discusses the regional incidence and prevalence of SLE and top causes of mortality.


Subject(s)
Lupus Erythematosus, Systemic/epidemiology , Africa/epidemiology , Asia/epidemiology , Australasia/epidemiology , Europe/epidemiology , Global Health/statistics & numerical data , Humans , Incidence , Lupus Erythematosus, Systemic/mortality , Prevalence , South America/epidemiology
15.
Paediatr Perinat Epidemiol ; 35(5): 596-600, 2021 09.
Article in English | MEDLINE | ID: mdl-33956365

ABSTRACT

BACKGROUND: Early-onset preeclampsia, traditionally defined as presenting before 34 gestational weeks, is associated with even higher risks of perinatal death, placental abruption, and stroke, than late-onset preeclampsia. OBJECTIVE: We estimated the degree of misclassification in a high-risk population of lupus pregnancies and a general population comparator when gestational age at delivery defined preeclampsia phenotype compared to first preeclampsia diagnosis. METHODS: Patients with lupus and general population comparators from Sweden with ≥1 singleton pregnancy in the Medical Birth Register with a documented ICD code for preeclampsia were included (2002-2016). We used gestational age at delivery (<34 versus ≥34 weeks) to phenotype preeclampsia early- versus late-onset and then reclassified based on first preeclampsia diagnosis date in the Patient Register. We cross-tabulated the two definitions and calculated sensitivity using the visit-based definition as the reference standard for general population and lupus pregnancies, overall and among nulliparous women. RESULTS: 331 pregnancies were diagnosed with preeclampsia, of which 322 were in both registers. Of those, 58 were early-onset based on gestational age at delivery (n = 29 in lupus pregnancies). Overall, 9% of early-onset preeclampsia in lupus (sensitivity 91%, 95% confidence interval [CI] 75, 98) was misclassified as late-onset compared to 19% in the general population (sensitivity 81%, 95% CI 64, 92). We noted similar misclassification (4% vs 22%) among nulliparous women. CONCLUSIONS: In the general population, early-onset preeclampsia was more likely misclassified as late-onset than in the high-risk lupus population. Relying on gestational age at delivery to phenotype preeclampsia, this way underestimates the occurrence of early-onset preeclampsia. This also suggests that the burden of early-onset preeclampsia as a public health concern may be under-reported, although this may be more applicable to milder preeclampsia where expectant management is employed. Research of biological and maternal predictors of early-onset preeclampsia may be dealing with differentially misclassified outcomes or samples.


Subject(s)
Perinatal Death , Pre-Eclampsia , Female , Gestational Age , Humans , Placenta , Pre-Eclampsia/diagnosis , Pre-Eclampsia/epidemiology , Pre-Eclampsia/etiology , Pregnancy , Risk Factors
16.
Sex Transm Dis ; 48(7): 481-487, 2021 07 01.
Article in English | MEDLINE | ID: mdl-33315748

ABSTRACT

BACKGROUND: Clinical prediction rules (CPRs) can be used in sexually transmitted infection (STI) testing environments to prioritize individuals at the highest risk of infection and optimize resource allocation. We previously derived a CPR to predict asymptomatic chlamydia and/or gonorrhea (CT/NG) infection among women and heterosexual men at in-person STI clinics based on 5 predictors. Population differences between clinic-based and Internet-based testers may limit the tool's application across settings. The primary objective of this study was to assess the validity, sensitivity, and overall performance of this CPR within an Internet-based testing environment (GetCheckedOnline.com). METHODS: We analyzed GetCheckedOnline online risk assessment and laboratory data from October 2015 to June 2019. We compared the STI clinic population used for CPR derivation (data previously published) and the GetCheckedOnline validation population using χ2 tests. Calibration and discrimination were assessed using the Hosmer-Lemeshow goodness-of-fit test and the area under the receiver operating curve, respectively. Sensitivity and the fraction of total screening tests offered were quantified for CPR-predicted risk scores. RESULTS: Asymptomatic CT/NG infection prevalence in the GetCheckedOnline population (n = 5478) was higher than in the STI clinic population (n = 10,437; 2.4% vs. 1.8%, P = 0.007). When applied to GetCheckedOnline, the CPR had reasonable calibration (Hosmer-Lemeshow, P = 0.90) and discrimination (area under the receiver operating characteristic, 0.64). By screening only individuals with total risk scores ≥4, we would detect 97% of infections and reduce screening by 14%. CONCLUSIONS: The application of an existing CPR to detect asymptomatic CT/NG infection is valid within an Internet-based STI testing environment. Clinical prediction rules applied online can reduce unnecessary STI testing and optimize resource allocation within publicly funded health systems.


Subject(s)
Chlamydia Infections , Chlamydia , Gonorrhea , Sexually Transmitted Diseases , Chlamydia Infections/diagnosis , Chlamydia Infections/epidemiology , Chlamydia trachomatis , Clinical Decision Rules , Female , Gonorrhea/diagnosis , Gonorrhea/epidemiology , Humans , Internet , Male , Prevalence
17.
J Rheumatol ; 48(8): 1279-1289, 2021 08.
Article in English | MEDLINE | ID: mdl-33262298

ABSTRACT

OBJECTIVE: To define biopsychosocial mechanisms of pain that go above and beyond disease activity and organ damage in systemic lupus erythematosus (SLE). METHODS: We conducted a cross-sectional analysis of patient-reported data in a population-based registry of 766 people with SLE. Predictors of pain intensity and interference were examined using hierarchical linear regression. We built 2 main hierarchical regression models with pain intensity and interference as outcomes, both regressed on disease activity and organ damage. For each model, we sought to establish the relationship between pain outcomes and the primary exposures using sequential steps comprising the inclusion of each construct in 6 stages: demographic, socioeconomic, physical, psychological, behavioral, and social factors. We also conducted sensitivity analyses eliminating all overt aspects of pain in the disease activity measure and reestimated the models. RESULTS: Disease activity and organ damage explained 32-33% of the variance in pain intensity and interference. Sociodemographic factors accounted for an additional 4-9% of variance in pain outcomes, whereas psychosocial/behavioral factors accounted for the final 4% of variance. In the sensitivity analyses, we found that disease activity and organ damage explained 25% of the variance in pain outcomes. CONCLUSION: Disease activity only explained 33% of the variance in pain outcomes. However, there was an attenuation in these associations after accounting for psychosocial/behavioral factors, highlighting their roles in modifying the relationship between disease activity and pain. These findings suggest that multilevel interventions may be needed to tackle the negative effect of pain in SLE.


Subject(s)
Lupus Erythematosus, Systemic , Cross-Sectional Studies , Humans , Lupus Erythematosus, Systemic/complications , Pain/etiology , Severity of Illness Index
18.
J Addict Med ; 15(5): 429-431, 2021.
Article in English | MEDLINE | ID: mdl-33234804

ABSTRACT

OBJECTIVES: Case reports of fatal overdoses involving the novel synthetic opioid isotonitazene have prompted the U.S. Drug Enforcement Administration to consider an emergency scheduling of the drug in June 2020. We aimed to epidemiologically characterize deaths involving isotonitazene. METHODS: We conducted a case control study using publicly available mortality records from January 1, 2020 to July 31, 2020 in Cook County, IL and Milwaukee County, WI. Cases (all deaths involving isotonitazene) and controls (all deaths involving other synthetic opioids) were compared on demographic characteristics, number of substances involved in fatal overdose, and co-involvement of other substances. RESULTS: We identified 40 fatal overdoses involving isotonitazene and 981 fatal overdoses involving other synthetic opioids. Isotonitazene deaths involved a significantly greater number of substances, and were significantly more likely to involve the designer benzodiazepine flualprazolam. DISCUSSION: Isotonitazene was involved in a substantial minority of synthetic opioid overdose deaths in the first 7 months of 2020. Future studies characterizing its prevalence in other markets are warranted. Emergence of highly potent novel synthetic opioids underscore the need for comprehensive health services for people with opioid use disorder.


Subject(s)
Benzodiazepines , Drug Overdose , Analgesics, Opioid , Benzimidazoles , Case-Control Studies , Humans
19.
Drug Alcohol Depend ; 216: 108314, 2020 11 01.
Article in English | MEDLINE | ID: mdl-33038637

ABSTRACT

BACKGROUND: Overdose deaths from synthetic opioids (e.g., fentanyl) increased 10-fold in the United States from 2013 to 2018, despite such opioids being rare in illicit drug markets west of the Mississippi River. Public health professionals have feared a "fentanyl breakthrough" in western U.S. drug markets could further accelerate overdose mortality. We evaluated the number and nature of western U.S. fentanyl deaths using the most recent data available. METHODS: We systematically searched jurisdictions west of the Mississippi River for publicly available data on fentanyl-related deaths since 2018, the most recent Centers for Disease Control and Prevention (CDC) statistics. Using mortality data from 2019 and 2020, we identified changes in fentanyl-related mortality rate and proportion of fatal heroin-, stimulant, and prescription pill overdoses involving fentanyl. RESULTS: Seven jurisdictions had publicly available fentanyl death data through December 2019 or later: Arizona; California; Denver County, CO; Harris County, TX; King County, WA; Los Angeles County, CA; and Dallas-Fort Worth, TX (Denton, Johnson, Parker, and Tarrant counties). All reported increased fentanyl deaths over the study period. Their collective contribution to national synthetic narcotics mortality increased 371 % from 2017 to 2019. Available 2020 data shows a 63 % growth in fentanyl-mortality over 2019. Fentanyl-involvement in heroin, stimulant, and prescription pill deaths has substantially grown. DISCUSSION: Fentanyl has spread westward, increasing deaths in the short-term and threatening to dramatically worsen the nation's already severe opioid epidemic in the long-term. Increasing the standard dose of naloxone, expanding Medicaid, improving coverage of addiction treatment, and public health educational campaigns should be prioritized.


Subject(s)
Analgesics, Opioid/poisoning , Drug Overdose/mortality , Fentanyl/poisoning , Illicit Drugs/poisoning , Opioid-Related Disorders/mortality , Population Surveillance , Drug Overdose/diagnosis , Female , Heroin/poisoning , Humans , Local Government , Longitudinal Studies , Male , Opioid-Related Disorders/diagnosis , Population Surveillance/methods , State Government , United States/epidemiology
20.
Rheum Dis Clin North Am ; 46(4): 713-722, 2020 11.
Article in English | MEDLINE | ID: mdl-32981648

ABSTRACT

Significant disparities exist in systemic lupus erythematosus (SLE) regarding prevalence, disease severity, and mortality, with race/ethnic minorities being disproportionately affected in the United States. This review highlights that despite these disparities, race/ethnic minority underrepresentation remains an issue within SLE research. Decreased race/ethnic minority involvement in SLE research has real-world implications, including less understanding of the disease and less applicability of approved therapies among diverse groups of patients. Members of the SLE research community have an obligation to narrow this gap to ensure that future advances within the field are derived from and benefit a more representative group of patients.


Subject(s)
Clinical Trials as Topic , Health Status Disparities , Healthcare Disparities , Lupus Erythematosus, Systemic , Patient Selection , Clinical Trials as Topic/standards , Ethnicity , Healthcare Disparities/ethnology , Humans , Lupus Erythematosus, Systemic/epidemiology , Lupus Erythematosus, Systemic/ethnology , Minority Groups , United States/epidemiology , Vulnerable Populations/ethnology
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