Perceptions of incarcerated people: prison conditions, public health, and justice in the United States.

Carceral conditions in the United States may serve as a proxy for crises within justice and health systems. This study seeks to consider and measure prison climate from the perspective of incarcerated people. By examining within-facility differences in carceral experiences, results shed light on the complex nexus between the carceral context, health, and justice. We administered the Prison Climate Questionnaire (PCQ) to the complete population of incarcerated men in a correctional facility located in the Eastern United States. In this facility, housing units hold distinct populations, fulfill different functions, and can offer unique programming. We regress select items from the PCQ on a set of dummies corresponding to different residential units within the facility. Responses indicate low but relatively uniform perceptions of overall personal health, as well as access to, and satisfaction with, medical care. Between-unit differences emerge regarding staff relationships, experiences of discrimination, and levels of isolation. The perspectives of incarcerated people can, and should, play a role in understanding and conceptualizing the nature of the prison environment. Policy responses, especially those that impact the health and well-being of currently and formerly incarcerated people, can be informed by these perspectives.

Who do you ask? predicting injury rates from survey responses.

BACKGROUND: Few studies have addressed whether using manager or worker perceptions of safety policies and practices alone predict reported injury rates less accurately than using both. OBJECTIVE: This study provides an example and describes a method that can be used to address this issue with survey instruments designed to measure safety climate, policies, or practices. METHODS: Using multilevel logistic regression, we estimated the relationship between worker and manager perceptions of a given exposure and the odds of worker injury during the post-survey year for three safety scales. We tested whether surveying both workers and managers provides additional predictive value compared with surveying just one group. RESULTS: Injury in the year following the survey was significantly associated with worker scores on two of the three scales. Manager responses were not significantly associated with injury and did not significantly improve injury rate prediction when added to a model with only worker survey responses. CONCLUSIONS: The capacity of manager-only or worker-only perceptions of safety policies and practices to predict worker injuries should be established before choosing to survey just one or the other. The approach and findings in this paper can be applied to other survey instruments and in other settings to help make this choice.

A Survey of the State of the Field of Applied Behavior Analysis in Vermont.

As the number of and demand for board certified behavior analysts (BCBAs) grows across the United States, it is increasingly important to evaluate the status of the applied behavior analysis (ABA) workforce. The goal of this study was to evaluate the current status of the field of ABA within the state of Vermont. We surveyed practicing RBTs, BCaBAs, BCBAs, BCBA-Ds, and ABA professionals within Vermont. We gathered and analyzed information regarding practitioner training and supervision experiences, current work conditions, strengths and barriers related to education, supervision, and practice within the field of ABA in Vermont, and historical and demographic information. Survey responses were analyzed using quantitative and qualitative methods and themes and results are discussed. This study may serve as a model for other states to conduct similar analyses to better meet the needs of the changing landscape of the field of ABA.

Mycelium-Based Composites: Surveying Their Acceptance by Professional Architects.

Mycelium-based composites (MBCs) are biomaterials with scientifically proven potential to improve sustainability in construction. Although mycelium-based products are not entirely new, their use in engineering presents challenges due to the inherent properties of this fungal material. This study investigated professional architects' and interior designers' perceptions of MBCs, focusing on familiarity, aesthetic appeal, and willingness to use. The first phase of the survey explored respondents' views on material-related ecological design principles. In the second phase, respondents evaluated ten small architectural objects crafted from MBCs, focusing on form, detail, and visual appeal. The last phase of the survey measured their interest in using mycelium in their design work. The results revealed that MBCs were relatively unknown among the surveyed professionals; only every second respondent knew this material. Despite this, 90% found MBCs visually appealing after seeing the examples. Interestingly, the natural, unprocessed appearance of the material was assessed as less aesthetically pleasing, with thermal treatment improving its perceived value. Architects were more receptive to using MBCs in their professional projects for customers than for personal use. This observation points to a 'double standard': professional architects are more open to using MBCs in projects not intended for their own use.

Student Perspectives on the Undergraduate Medical Student Research Experience at a Single United States Allopathic Institution.

Introduction The purpose of this study was to identify student-reported institutional facilitators and barriers to successful research experiences at a single United States allopathic institution. Residency applications have increasingly become more competitive, and with the United States Medical Licensing Examination (USMLE) Step 1 exam's transition to pass/fail, factors such as research experience and outcomes may become more important to increase residency application competitiveness. This study sought to explore factors that impact successful research experiences leading to tangible outcomes for medical students at our medical school, the Joe R. & Teresa Lozano Long School of Medicine. Methods  A cross-sectional survey was developed and administered via REDCap to 853 students in May 2022. Survey question domains included demographics, past and present research participation, perceived barriers/facilitators to research, tangible outcomes (e.g., publications and posters), and overall satisfaction with research comparing subjectively "best" and "worst" experiences. The Institutional Review Board (IRB) deemed this project as non-regulated research.  Results We had a 24% (n = 204/853) response rate. The responses were distributed equally among the four classes. A big portion of the participants (71%, n = 59/83) identified a tangible outcome as the most important measure of success. Regarding facilitators, students identified having a mentor (89%, n = 165/184) and departmental connections (85%, n = 156/184) as the most important when looking for a project. Barriers included SMART goals (Specific, Measurable, Achievable, Relevant, and Time-Bound) lacking in 31% (n = 24/75) of worst projects, followed by a clear timeline in 29% (n = 22/76) and hours of commitment in 27% (n = 21/78). The best projects were more likely to have resulted in a publication (61% (27/44) vs. 32% (14/44)) or have a poster (64% (28/44) vs. 36% (16/44)). Conclusions Medical students are interested in participating in research, with important facilitators including mentorship and departmental connections. Modifiable variables include lack of clear timelines, well-defined roles and responsibilities, and time commitments. This information may be useful for faculty who mentor medical students or medical schools interested in designing medical student research programs.

Anesthetic Practices for Lower Segment Cesarean Section in the Sultanate of Oman: A National Survey.

Background Over the years, obstetric anesthesia has evolved into a comprehensive sub-specialty. Several countries have their guidelines and recommendations for obstetric anesthesia. This survey aimed to describe the current obstetric anesthesia practices in the Sultanate of Oman by performing a questionnaire-based survey. Methods The Ministry of Health-Centre approved the survey for Studies and Research, Sultanate of Oman (MOH-CSR/25057). A Google Form with 25 questions (seven general questions and 18 specific questions) was initially shared in a WhatsApp group of members of the Oman Society of Anaesthesia and Critical Care (OSACC). Anesthesiologists who were not members were contacted directly and responses were recorded. Results Responses were accepted until midnight on December 31, 2023. The number of responses received was 66. Variations in practices like less compliance to Enhanced Recovery After Surgery (ERAS) pathways, use of oxytocin, and choice of intrathecal opioids were observed. Labor analgesia was not practiced by 30.3% of respondents. The majority of respondents did not follow international recommendations regarding the use of the uterotonic drug oxytocin. Conclusion A lot of heterogeneity in the practice of obstetric anesthesia in the Sultanate of Oman was observed. The limitations included the relatively low number of responses and many aspects that were missed in the survey. The findings of this survey will help in establishing a national task force for obstetric anesthesia, which will guide the members of the task force to develop practice guidelines based on international recommendations and the latest evidence.

Impact of Collaborative Testing on Academic Performance in Pharmacy Education.

OBJECTIVE: To determine the impact of 2-stage collaborative testing (CT) on academic performance of pharmacy students and to characterize pharmacy student perceptions of CT. METHODS: Two-stage CT was piloted in a 2-course patient assessment sequence within a Doctor of Pharmacy program. Students were randomly allocated into 2 groups and further divided into teams of 4 to 5 students. Student teams alternated taking section examinations in a traditional 1-stage (individual) and 2-stage CT (individual then team) format to establish an experimental design. Near the end of each semester, students individually took a post-test to facilitate assessment of CT on academic performance. A 12-item, anonymous survey instrument assessed student perceptions of 2-stage CT. The group differences in academic performance and survey responses were analyzed statistically. RESULTS: There were 128 students enrolled in the course sequence, 123 of whom met the inclusion criteria for assessment of academic performance and 100 of whom completed the survey (response rate = 83%). Generally, students performed better on post-test items initially assessed through 2-stage CT (retention marker) and on post-test items that were answered incorrectly under 2-stage CT conditions (learning marker). Approximately 9 in 10 survey respondents preferred 2-stage CT over traditional 1-stage individual testing, with an equivalent proportion reporting it helped them learn from their mistakes and retain what they learned. There was high-level agreement among respondents that 2-stage CT improved their ability to work as a team and think critically. CONCLUSION: The implementation of 2-stage CT in a patient assessment course sequence was associated with improved learning and retention and was well-received by students.

Combating Fraudulent Participation in Urban American Indian and Alaska Native Virtual Health Research: Protocol for Increasing Data Integrity in Online Research (PRIOR).

BACKGROUND: While the advantages of using the internet and social media for research recruitment are well documented, the evolving online environment also enhances motivations for misrepresentation to receive incentives or to "troll" research studies. Such fraudulent assaults can compromise data integrity, with substantial losses in project time; money; and especially for vulnerable populations, research trust. With the rapid advent of new technology and ever-evolving social media platforms, it has become easier for misrepresentation to occur within online data collection. This perpetuation can occur by bots or individuals with malintent, but careful planning can help aid in filtering out fraudulent data. OBJECTIVE: Using an example with urban American Indian and Alaska Native young women, this paper aims to describe PRIOR (Protocol for Increasing Data Integrity in Online Research), which is a 2-step integration protocol for combating fraudulent participation in online survey research. METHODS: From February 2019 to August 2020, we recruited participants for formative research preparatory to an online randomized control trial of a preconceptual health program. First, we described our initial protocol for preventing fraudulent participation, which proved to be unsuccessful. Then, we described modifications we made in May 2020 to improve the protocol performance and the creation of PRIOR. Changes included transferring data collection platforms, collecting embedded geospatial variables, enabling timing features within the screening survey, creating URL links for each method or platform of data collection, and manually confirming potentially eligible participants' identifying information. RESULTS: Before the implementation of PRIOR, the project experienced substantial fraudulent attempts at study enrollment, with less than 1% (n=6) of 1300 screened participants being identified as truly eligible. With the modified protocol, of the 461 individuals who completed a screening survey, 381 did not meet the eligibility criteria assessed on the survey. Of the 80 that did, 25 (31%) were identified as ineligible via PRIOR. A total of 55 (69%) were identified as eligible and verified in the protocol and were enrolled in the formative study. CONCLUSIONS: Fraudulent surveys compromise study integrity, validity of the data, and trust among participant populations. They also deplete scarce research resources including respondent compensation and personnel time. Our approach of PRIOR to prevent online misrepresentation in data was successful. This paper reviews key elements regarding fraudulent data participation in online research and demonstrates why enhanced protocols to prevent fraudulent data collection are crucial for building trust with vulnerable populations. TRIAL REGISTRATION: ClinicalTrials.gov NCT04376346; https://www.clinicaltrials.gov/study/NCT04376346. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/52281.

Promoting equity, diversity, and inclusion in surveys: insights from a patient-engaged study to assess long COVID health-care needs in Brazil.

BACKGROUND AND OBJECTIVE: Long COVID (LC) refers to persistent symptoms after acute COVID-19 infection, which may persist for months or years. LC affects millions of people globally, with substantial impacts on quality of life, employment, and social participation. Ensuring access to effective, patient-centered care for LC demands evidence, grounded in inclusive representation of those affected by the condition. Yet survey studies frequently under-represent people with the most disabling disease presentations and racially and socioeconomically marginalized groups. We aimed to describe a patient-engaged approach to developing a survey to inform public LC health care and to assess its implementation in terms of enabling participation by diverse LC patients in Brazil. METHODS: Survey development was iterative, achieved through an interdisciplinary collaboration among researchers including people living with LC, and grounded in 3 guiding principles: (1) evidence-based; (2) inclusive, intersectional, and patient-centered understanding of chronic illness and research participation; and (3) sensitivity to the context of health-care access. RESULTS: The product of our collaboration was a longitudinal survey using a questionnaire assessing: LC symptoms; their clinical and functional evolution; and impacts on quality of life, household income, health service access, utilization, and out-of-pocket expenses. We illustrate how we operationalized our 3 principles through survey content, instrument design, and administration. Six hundred fifty-one participants with diverse LC symptoms, demography, and socioeconomic status completed the survey. We successfully included participants experiencing disabling symptoms, Black and mixed race participants, and those with lower education and income. CONCLUSION: By centering patient experience, our novel, principles-based approach succeeded in promoting equity, diversity, and inclusion in LC survey research. These principles guiding patient-engaged collaboration have broad transferability. We encourage survey researchers working on chronic illness and in other contexts of marginalization and inequality to adopt them.

Harm from the drinking of people you know: A range of effects from different relationships.

AIMS: To describe the range of effects experienced due to the drinking of people respondents know and analyze risk and protective factors for harm from the drinking of partners and household members, other relatives and friends and co-workers. DESIGN, SETTING AND PARTICIPANTS: Surveys of 2574 participants' experiences were obtained from two samples: 1000 people responded to random digitally dialled Australian mobile calls and 1574 participants responded from the Life in AustraliaTM panel survey. MEASUREMENTS: Respondents were asked whether they had been negatively affected in the previous 12 months by the drinking of persons they knew who were 'a heavy drinker or drank a lot sometimes' and the nature of these harms. Weighted logistic regressions were used to analyze differences in rates of key negative outcomes from known others' drinking by gender, age and socio-economic status. FINDINGS: Almost two thirds [60.2%; 95% confidence interval (CI) = 57.7%-62.7%] of participants reported having heavy drinkers in their lives and 21.8% (95% CI = 19.8%-23.9%) reported being negatively affected by the drinking of people they knew well in some way. Participants reported a gamut of effects, including, most commonly, adverse social effects: having to transport relatives and friends who had been drinking, role failure and faults, being emotionally hurt or neglected, serious arguments, family problems, having to care for drinkers and verbal abuse. Less commonly, respondents reported physical or sexual harm, property damage, financial stress and threats from others' drinking. Women (odds ratio = 1.49; 95% CI = 1.13-1.95), younger people, rural, Australian-born (vs. respondents born overseas in non-English speaking countries) and more frequent drinkers were more likely to report harm from a drinker they knew than their counterparts after adjusting for other variables in the model. CONCLUSIONS: Australians appear to be commonly adversely affected by the drinking of people they know. Harms from known drinkers are more likely to be experienced by women than men, particularly from the people they live with and other relatives.

Association between physical activity and allostatic load among pregnant women.

Allostatic load (AL) in pregnant women is associated with maternal and infant health outcomes. Whether physical activity (PA) is a modifiable factor associated with AL during pregnancy is unknown. In this cross-sectional study, including 725 pregnant women in 3 different trimesters, 8 biomarkers were included, and the high-risk quartile approach based on sample distribution was used to construct AL index (ALI). ALI <2 was defined as a low level and ≥2 as a high level. Student's t-test or Mann-Whitney U test and chi-squared test or Fisher exact test were used to compare differences in AL with different demographic characteristics among pregnant women. The relationship between PA and AL in pregnant women was analyzed using a binary logistic regression model. The results show that the detection rate of high-risk AL during pregnancy was 47.3%. In the adjusted model, sufficient PA was related to a lower AL than insufficient PA (OR = .693, 95%CI:.494,.971; p = .033). Compared with low- and high-intensity PAs, moderate-intensity PA was associated with lower AL (OR = .645, 95%CI:.447,.930; p = .019). The results suggest that PA is a modifiable factor related to AL, and intervention is recommended to be carried out in the first trimester to prevent the increased likelihood of high AL as pregnancy progresses. In addition, health care personnel should encourage pregnant women to participate in PA, especially moderate-intensity PA, in order to obtain lower AL and promote maternal and child health.

Can Generative AI improve social science?

Generative AI that can produce realistic text, images, and other human-like outputs is currently transforming many different industries. Yet it is not yet known how such tools might influence social science research. I argue Generative AI has the potential to improve survey research, online experiments, automated content analyses, agent-based models, and other techniques commonly used to study human behavior. In the second section of this article, I discuss the many limitations of Generative. I examine how bias in the data used to train these tools can negatively impact social science research-as well as a range of other challenges related to ethics, replication, environmental impact, and the proliferation of low-quality research. I conclude by arguing that social scientists can address many of these limitations by creating open-source infrastructure for research on human behavior. Such infrastructure is not only necessary to ensure broad access to high-quality research tools, I argue, but also because the progress of AI will require deeper understanding of the social forces that guide human behavior.

The prevalence of depression, determinants, and linkage with functional disability amongst postmenopausal women in India: Evidence from the Longitudinal Ageing Study in India.

BACKGROUND: The study objective was estimating the prevalence and determinants of depression amongst postmenopausal women in India. Additionally, we used panel mediation analysis to model the extent to which multimorbidity was associated with depression after adjusting for the effects of functional disability in the participants. METHODS: Data from 28,160 women aged 50 and above from the Longitudinal Aging Study in India (LASI) Wave 1 were analyzed. Depression was assessed using the Composite International Diagnostic Interview-Short Form (CIDI-SF), with multimorbidity and functional disability (ADL and IADL) considered as key predictor variables. Logistic regression and Karlson-Holm-Breen (KHB) mediation analysis were employed. RESULTS: The weighted prevalence of depression among women aged ≥ 50 years was 21.76% (95% CI: 20.81, 22.73), significantly higher women aged < 50 years (17.60%, 95% CI: 16.33, 18.94). Factors independently associated with increased odds of depression included being unmarried, rural residence, and multimorbidity, while higher educational status was associated with lower odds of depression. The relationship between multimorbidity and depression was partially mediated by ADL and IADL disabilities. Notable regional (state) variations in the magnitude of depression were observed. CONCLUSIONS: Nearly one in five postmenopausal women in India aged 50 years and older have clinical depression. Community screening for reaching the unreached with primary care mental health strengthening need enhanced policy focus.

Building physician wellness into the culture: evaluating a family physician well-being programme using the physician wellness inventory.

PURPOSE: Family physicians have a higher incidence of burnout, dissatisfaction, and disengagement compared to other medical specialties. Addressing burnout on the individual and systemic level is important to promoting wellness and preventing deleterious effects on physicians and patients. We used the Physician Wellness Inventory (PWI) to assess the effects of a wellness programme designed to equip family physicians with skills to address burnout. METHODS: The PWI is a fourteen-item 5-point Likert scale broken down into 3 scores; (i) career purpose, (ii) cognitive flexibility, and (iii) distress. The PWI was distributed to a cohort of n = 111 family physician scholars at 3 time points: January 2021, May-June 2021, and October 2021. The response rate was 96.4% at baseline, and 72.1% overall. Demographic information was collected to assess differences. The survey was distributed online through Qualtrics (Provo, UT). RESULTS: Cognitive Flexibility scores at the endpoint were higher for POC scholars than white scholars (P = 0.024). Distress scores for all groups decreased over time. Female scholars were more nervous, and anxious at the start than male scholars (P = 0.012), which decreased over time (P = 0.022). New career scholars were more likely than later career scholars to be distressed (P = 0.007), but both groups' distress decreased over time (P = 0.003). Later career scholars' feelings of being bothered by little interest or pleasure in doing things decreased more than new career scholars (endpoint: P = 0.022; overall: P = 0.023). CONCLUSIONS: The wellness programme shows improvement in PWI scores, indicating the programme content should be evaluated further for system level improvements.

Artificial intelligence chatbots and large language models in dental education: Worldwide survey of educators.

INTRODUCTION: Interest is growing in the potential of artificial intelligence (AI) chatbots and large language models like OpenAI's ChatGPT and Google's Gemini, particularly in dental education. To explore dental educators' perceptions of AI chatbots and large language models, specifically their potential benefits and challenges for dental education. MATERIALS AND METHODS: A global cross-sectional survey was conducted in May-June 2023 using a 31-item online-questionnaire to assess dental educators' perceptions of AI chatbots like ChatGPT and their influence on dental education. Dental educators, representing diverse backgrounds, were asked about their use of AI, its perceived impact, barriers to using chatbots, and the future role of AI in this field. RESULTS: 428 dental educators (survey views = 1516; response rate = 28%) with a median [25/75th percentiles] age of 45 [37, 56] and 16 [8, 25] years of experience participated, with the majority from the Americas (54%), followed by Europe (26%) and Asia (10%). Thirty-one percent of respondents already use AI tools, with 64% recognising their potential in dental education. Perception of AI's potential impact on dental education varied by region, with Africa (4[4-5]), Asia (4[4-5]), and the Americas (4[3-5]) perceiving more potential than Europe (3[3-4]). Educators stated that AI chatbots could enhance knowledge acquisition (74.3%), research (68.5%), and clinical decision-making (63.6%) but expressed concern about AI's potential to reduce human interaction (53.9%). Dental educators' chief concerns centred around the absence of clear guidelines and training for using AI chatbots. CONCLUSION: A positive yet cautious view towards AI chatbot integration in dental curricula is prevalent, underscoring the need for clear implementation guidelines.

Paramedic Willingness to Report Violence Following the Introduction of a Novel, Point-of-Event Reporting Process in a Single Canadian Paramedic Service.

Violence against paramedics is increasingly recognized as an important occupational health problem, but pervasive and institutionalized underreporting hinders efforts at risk mitigation. Earlier research has shown that the organizational culture within paramedicine may contribute to underreporting, and researchers have recommended involving paramedics in the development of violence prevention policies, including reporting systems. Eighteen months after the launch of a new violence reporting system in Peel Region, Ontario, Canada, we surveyed paramedics about their experiences reporting violent encounters. Our objectives were to assess their willingness to report violence and explore factors that influence their decisions to file a report. Between September and December 2022, a total of 204 (33% of eligible) paramedics chose to participate, of whom 67% (N = 137) had experienced violence since the launch of the new reporting process, with 83% (N = 114) reporting the incidents at least some of the time. After thematically analyzing free-text survey responses, we found that the participants cited the accessibility of the new reporting process and the desire to promote accountability among perpetrators while contributing to a safer workplace as motivating factors. Their decisions to file a report, however, could be influenced by the perceived 'volitionality' and severity of the violent encounters, particularly in the context of (un)supportive co-workers and supervisors. Ultimately, the participants' belief that the report would lead to meaningful change within the service was a key driver of reporting behavior.

Current understanding of children's head shape and its impact on health: a cross-sectional study among pediatric medical staff in China.

Background: Head shape problems are common in infancy and early childhood, and thus their early identification and management can benefit the health of children. This study aimed to investigate pediatric healthcare professionals' existing knowledge of children's head shape abnormalities and their associated effects in China, providing guidelines for future clinical interventions, training, and interdisciplinary collaboration. Methods: We conducted a survey among pediatric medical staff, encompassing various age groups, genders, hospitals, and professional levels. The electronic questionnaire queried respondents' basic information, knowledge pertaining to head shape issues, diagnosis and treatment approaches, and the clinical development status of head shape problems. All surveys and data collection were conducted anonymously. Results: A total of 214 valid questionnaires were collected. Differences in the level of understanding among medical staff regarding head shape issues were observed. Medical staff in tertiary care facilities showed the highest proficiency in diagnosing and treating positional plagiocephaly and cranial asymmetry (P<0.05), while those in primary care facilities exhibited the lowest competency in diagnosing head shape abnormalities (P<0.05). Most medical staff had a partial understanding of specific aspects of head shape issues, such as identifying high-risk individuals (n=144, 67.29%), making diagnoses (n=176, 82.24%), and understanding the consequences (n=151, 70.56%), with no significant differences across medical facilities of various levels. Additionally, 99.07% (n=212) of the medical staff believed that head shape measurements should be included as a routine component of pediatric physical examinations, and 75.23% (n=161) incorporate head shape assessment as part of their routine physical examination. Furthermore, 91.12% (n=195) of the medical staff received consultations on children's head shape issues, with a higher prevalence in secondary and tertiary care facilities. Finally, 93.97% (n=201) of the participants expressed the need for further education and knowledge on pediatric head shape, with no significant differences across medical facilities of various levels. Conclusions: There is a limited understanding among medical personnel in China regarding children's head shape issues. Therefore, it is imperative to enhance training and educational initiatives for medical staff in China, with the goal of enhancing their awareness and knowledge regarding children's head shape problems.

Sleep problems and their predictors in community-dwelling older adults with diabetes in India: Evidence from the Longitudinal Ageing Study in India.

Objectives: To ascertain the prevalence and predictors of sleep disorders and poor sleep quality among older adults with Diabetes (DM) in India, and to assess the relationship between sleep quality and DM. Methods: Data was utilized from the nationally representative Longitudinal Ageing Study in India (Wave-1, 2017-18), with a total sample of 66606 older adults (≥45 years) selected for the study. Sleep problems and sleep quality score were assessed using an adaptation based on the Jenkins Sleep Scale. Multivariate linear and logistic regressions were conducted to determine the effect of sociodemographic and clinical factors on sleep quality. Mediation analysis (Karlson-Holm-Breen) was done to assess the direct and indirect effects of independent variables on the sleep quality scores. Further, Propensity score matching (PSM) was done to assess the impact of diabetes on sleep problems. Results: The prevalence of DM was 12.34% (n = 8564, 95% CI: 11.54, 13.20) among whom 24.38% (95% CI: 21.38, 27.65) reported sleep problems. On adjusted analysis, sleep problems were significantly associated with increasing education, higher wealth quintile, lack of physical activity, and multimorbidity. Mediation analysis showed adherence to anti-diabetes medication improved sleep quality (aB = -0.28 (95% CI: -0.54, -0.02)), while comorbidities worsened sleep quality (aB = 0.79 (95% CI: 0.67, 0.92)). Analysis from PSM indicated that DM was associated with a 6.2% higher chance of sleep problems. Conclusions: Poor sleep quality is present in nearly one in four individuals diagnosed with DM in India and linked with certain adverse social determinants. Focused interventions to improve assessment and treatment of sleep problems in resource-limited primary care settings require prioritization.

Designing a questionnaire with retrospective pre-post items: Format matters.

Evaluators are frequently asked to evaluate educational interventions that are one-time events. The Retrospective Pretest (RPT) methodology is well suited for these circumstances and the evaluation literature is replete with discussions about the pros and cons of this approach. In RPT, program participants rate their attitudes or knowledge now, and also rate how they were before participation in the intervention. The difference between now and before ratings constitutes the measure of change. Little published literature exists about whether the layout of RPT items within the evaluation questionnaire yields different results. This study compared six different layouts using a sample of 1941 caregivers who participated in one of 96 training workshops. The layouts were compared on inattentiveness, unexpected decline in perceived knowledge, and the degree of before-now change. Findings show that design matters. The best performing layout is where items are placed in the center with before response options on the left of the page and the now response options on the right. Results point to the need for evaluators to pay attention to RPT layout, and for the field to establish criteria for assessing survey layout quality. The unexpectedly high rate of inattentiveness calls for evaluators to pay more attention identifying and addressing this in their survey data.

Measurement of cigarette relighting: A common but understudied behavior.

OBJECTIVE: Relighting, i.e., extinguishing, saving, and later relighting and smoking unfinished cigarettes, appears prevalent, may be associated with nicotine dependence and negative health outcomes, yet is poorly understood. We estimate the prevalence, frequency, correlates of, and reasons for, cigarette relighting. METHODS: Survey respondents (n=676) were 18-45-year-old US-based Amazon Mechanical Turk (MTurk) participants who smoked cigarettes every/some days. Items assessed frequency of and reasons for relighting. Reported smoking sessions per day were compared to calculations based on reported cigarettes per day (CPD) and relighting frequency. RESULTS: Seventy-two percent of those who smoked reported relighting cigarettes. Reasons included not having time to finish (77%), not feeling like finishing (75%), saving money or avoiding wasting (70%), and making cigarettes last longer (59%). Nearly half (44%) relight to cut down and 34% to reduce harm. Hispanic (OR=1.73, CI:1.03-2.91) and non-Hispanic Black respondents (OR= 2.23, CI:1.20-4.10) had higher odds of relighting than others, as did those who smoke within 30minutes of waking (OR=2.45, CI:1.33-4.52) or wake up at night to smoke (OR=2.40, CI:1.68-3.44) (all ps <0.05). Respondents demonstrated low consistency in reporting the number of times they smoke (first-lit and relit) compared to calculations based on CPD and relighting frequency. CONCLUSIONS: Relighting is associated with race, ethnicity, nicotine dependence, and is often done to save money, cut down smoking, and reduce harm. Among those who relight, "smoking session" frequency seemed to be underestimated. Single item smoking frequency measures may not be ideal for individuals who smoke and relight.