Cross-sectional Survey Research Articles

Access to the internet and mobile applications in a mixed population emergency department: A repeated cross-sectional survey

ObjectiveThis study aimed to assess patients' interest in education content delivered through electronic modalities and identify trends in internet access and use among emergency department patients of various socioeconomic statuses. MethodsA prospective, cross-sectional survey with 50 questions was completed by 241 English and Spanish-speaking patients in 2014 and repeated with 253 participants in 2019 at the University of California, Irvine Medical Center's Emergency Department (UCIMCED). ResultsInternet access increased from 83.8 % in 2014 to 88.1 % in 2019. Most internet-using patients owned smartphones (80.1 % in 2014, 89.7 % in 2019). Patients used electronic devices, such as fit bits and activity trackers, to obtain health information. Email was the preferred method for receiving discharge instructions. ConclusionsAs of 2019, 88.1 % of UCIMCED patients have access to the internet or email, making electronic media a reasonable venue for patient education. Given that we have a predominantly low-income patient population—61 % and 32 % of respondents in 2014 and 2019, respectively, reporting an income of less than $25,000—these results are provide new avenues to reach patients of all socioeconomic statuses. InnovationThe implications of this study can be used to develop electronic resources tailored to educate emergency department patients about their healthcare beyond the confines of a hospital.

Perceived structural empowerment, resilience, and intent to stay among midwives and registered nurses in Saudi Arabia: a convergent parallel mixed methods study

BackgroundRetaining midwives and registered nurses in the Obstetrics and Gynecology department/unit (OB/GYN) is not just a matter of organizational effectiveness and financial wellness. It’s a crucial aspect of ensuring quality healthcare delivery. This study aimed to discuss the degree to which midwives and nurses in OB/GYN departments are structurally empowered, resilient, and committed to remaining at the organizations and to examine whether nurses’ and midwives’sense of structural empowerment and resilience is a good predictor of their decision to stay with the organization.MethodsThis study employed a unique convergent parallel mixed methods approach. The research was conducted in two distinct phases. The first phase involved a cross-sectional quantitative survey with a convenience sample of 200 midwives and nurses in OB/GYN departments. The second phase was a qualitative study utilizing semi-structured, open-ended interviews. Eighteen nurses and midwives, specifically chosen as the target population, were invited to participate in individual interviews. The data collection took place at three major hospitals in Saudi Arabia, starting in January 2023 and concluding in February 2023.ResultsThe study results revealed that structural empowerment and resilience were statistically significant predictors of the intent to stay in the organization (F = 35.216, p < 0.001), with 26.3% variation, the structural empowerment is higher predictor (β = 0.486, p < 0.000) to intent to stay if compared to resilience (β = 0.215, p < 0.008). Five major themes emerged from the narratives of the nurses and midwives: the nurturing of the physical and physiological, the development of the psychological, the managing finances, the restructuring of the organization, and the enrichment of the professional and occupational.ConclusionThe study’s findings have significant implications for healthcare organizations. They highlight the importance of cultivating a culture of empowerment and resilience, which can serve as a powerful tool to encourage registered nurses and midwives to remain in their organizations. This insight empowers healthcare administrators, human resource managers, and obstetrics and gynecology professionals to take proactive steps toward improving retention rates.

The Post-Operative Handoff: Perceptions and Preferences of Pediatric Hospitalists and Surgeons.

Postoperative communication errors contribute to patient harm and excess costs. There are no existing standards for postoperative handoff to the acute care inpatient unit. We aimed to compare the experiences and preferences of pediatric hospitalists and surgeons about the content and timing of this handoff. We conducted a cross-sectional multisite survey of pediatric hospitalists and surgeons at 4 hospitals using a novel survey tool developed through a systematic 7-step process. We collected data on the perceived frequency of communication for 37 handoff elements and how essential each element was for an ideal handoff. We used 5-point Likert scales of communication frequency and essentialness. Respondents identified perceived and preferred handoff timing. Mention frequency and timing data were analyzed with the Mann-Whitney U test and Fisher's exact test, respectively. Seventy hospitalists (61%) and 27 surgeons (25%) responded to the survey. Over half of both hospitalist and surgeon respondents rated 13 handoff elements a 5 on the essentialness Likert scale. Surgeons perceived that 33 handoff elements were mentioned significantly more frequently than perceived by hospitalists (P < .05). Of hospitalists, 58% preferred that handoff occur immediately before the patient leaves the postanesthesia care unit. Of surgeons, 60% preferred that handoff occur immediately postoperatively. The 13 core elements we identified may facilitate the development of a standardized handoff checklist for postoperative communication between surgeons and hospitalists on acute care units. Areas of future study could include checklist validation, audits of handoff practice, and qualitative research on handoff preferences.

B - 116 What Factors Predict Clinician Ratings of the Alliance in Neuropsychological Settings?

Abstract Objective The study aimed to identify variables associated with clinician ratings of the working alliance in neuropsychological assessment settings. Method The study utilized a cross-sectional design and survey method to evaluate hypotheses. Participants (n = 224) recruited from neuropsychology listservs were clinicians who saw an adult patient in the context of a neuropsychological evaluation within the past month. Clinician demographics, patient demographics, evaluation variables (e.g., time spent in evaluation, referral question, evaluation setting) and ratings of the salience of the alliance were collected via participant self-report. The Working Alliance Inventory – Neuropsychology Revised (WAI-NP-R) (α = 0.93) created for this study served as the primary outcome. Results Between-subjects ANOVA revealed that clinician-patient match on gender demographics was associated with higher clinician ratings of the working alliance (F(1, 218) = 6.73, p = 0.010, ηp2 = 0.03). Post hoc tests revealed that ratings of the working alliance were significantly higher for male clinicians with female patients (M = 104.26, SE = 2.54) than for female clinicians with female patients (M = 92.97, SE = 1.89), mean difference = 11.288, 95% CI [2.65, 19.92], p = 0.004. In a hierarchical regression analysis both examiner age (β = 0.297, p &amp;lt; 0.001) and examiner rating of importance of the alliance (β = 0.164, p = 0.010) were independent predictors of alliance ratings. Conclusions The study found that clinician ratings of the working alliance were associated with clinician age, gender, and investment in the alliance. Findings add to a limited but growing body of literature on the alliance within neuropsychology.

Recruiting people with selected citizenships for the health interview survey GEDA Fokus throughout Germany: evaluation of recruitment efforts and recommendations for future research

BackgroundGermany is the second most common country of immigration after the US. However, people with own or familial history of migration are not represented proportionately to the population within public health monitoring and reporting. To bridge this data gap and enable differentiated analyses on migration and health, we conducted the health interview survey GEDA Fokus among adults with Croatian, Italian, Polish, Syrian, or Turkish citizenship living throughout Germany. The aim of this paper is to evaluate the effects of recruitment efforts regarding participation and sample composition.MethodsData collection for this cross-sectional and multilingual survey took place between 11/2021 and 5/2022 utilizing a sequential mixed-mode design, including self-administered web- and paper-based questionnaires as well as face-to-face and telephone interviews. The gross sample (n = 33436; age range 18–79 years) was randomly drawn from the residents’ registers in 120 primary sampling units based on citizenship. Outcome rates according to the American Association for Public Opinion Research, the sample composition throughout the multistage recruitment process, utilization of survey modes, and questionnaire languages are presented.ResultsOverall, 6038 persons participated, which corresponded to a response rate of 18.4% (range: 13.8% for Turkish citizenship to 23.9% for Syrian citizenship). Home visits accounted for the largest single increase in response. During recruitment, more female, older, as well as participants with lower levels of education and income took part in the survey. People with physical health problems and less favourable health behaviour more often took part in the survey at a later stage, while participants with symptoms of depression or anxiety more often participated early. Utilization of survey modes and questionnaire languages differed by sociodemographic and migration-related characteristics, e.g. participants aged 50 years and above more often used paper- than web-based questionnaires and those with a shorter duration of residence more often used a translated questionnaire.ConclusionMultiple contact attempts, including home visits and different survey languages, as well as offering different modes of survey administration, increased response rates and most likely reduced non-response bias. In order to adequately represent and include the diversifying population in public health monitoring, national public health institutes should tailor survey designs to meet the needs of different population groups considered hard to survey to enable their survey participation.

The transmission of social inequalities through economic difficulties and lifestyle factors on body mass index: An intersectional mediation analysis in the Swedish population

Body mass index (BMI) has increased in Sweden, disproportionally for socially disadvantaged groups, including women, low-educated, and immigrants, who may also face economic constraints, physical inactivity, and poor-quality diets. Intersectional public health research aims to unravel such complex social inequalities, but the intersectional transmission of inequalities to BMI remains unexplored. We aimed to examine intersectional inequalities in BMI mediated by economic strain and health-related lifestyle in the Swedish population. By using the Health on Equal Terms cross-sectional surveys in 2016, 2018, 2020, and 2021 (n = 44,177 inhabitants aged 25 and over), we performed an intersectional mediation analysis to analyze how inequalities across social intersectional strata (by gender, education, and migration status) may be transmitted through economic strain and unhealthy lifestyle (physical inactivity or inadequate fruit/vegetables consumption) to BMI. Our findings showed a sequential transmission that indicates the fact that socially disadvantaged strata (compared with high-educated native men) experienced more economic strain, which in turn led to poorer health-related lifestyles and ultimately to a higher BMI. We also found that certain intersectional strata, such as high-educated women, were more vulnerable to economic strain, despite having lower BMI than high-educated native men. Additionally, the highest BMI and unhealthy lifestyle risk was observed among low- and middle-educated men. In conclusion, not only inequalities in BMI, but also the economic and behavioral pathways underpinning the inequalities, act by intersectional patterns. Public health interventions should provide economic security, particularly for women and migrant population as well as promoting a healthy lifestyle in lower-educated strata, especially among men, to achieve healthy BMI levels.

Motivation through indirect compensation: Evaluating employee performance in Enugu State Civil Service Commission

Purpose: This study evaluates the impact of indirect compensation on employee job performance by the Enugu State Civil Service Commission. Research Methodology: This study employed a cross-sectional survey research design with a population of 280 participants, comprising staff from the Administration, Planning and Budgeting, and Research &amp; Statistics Units, spanning grade levels 2-16 within the Enugu State Civil Service Commission. Data were collected using a questionnaire as the primary tool and rigorously analyzed using the Pearson correlation coefficient in the Statistical Package for Social Sciences (SPSS) version 23. Results: The findings revealed a significant positive impact of indirect compensation metrics on employee performance of the Enugu State Civil Service Commission. Limitations: The study specifically targeted personnel within grade levels 2-16 of the Enugu State Civil Service Commission. Contribution: This research significantly advances our understanding of indirect compensation and its impact on employee performance by pioneering new concepts, refining existing theories, and conducting comprehensive empirical studies. Funding: This research did not receive any funding from any Agency or Organization.

The gradient of social determinants of health and related inequalities and early childhood development: Analysis of two rounds of a cross-sectional survey.

Social determinants of health (SDH) have a critical role in child development. Yet these determinants are often overshadowed. This study examines the effect of composites of five SDH on early childhood development (ECD) of children of age 36-59 months. We used two 2013 and 2019 rounds of Multiple Indicator Cluster Survey Bangladesh data. The analytical sample included ECD data for 25 721 children. ECD was computed following United Nations International Children's Emergency Fund's psychometric approach. Three composite indices of SDH were developed to examine their gradient effects on ECD. Poisson regression with robust variance was used to examine the relationship between SDH indices and ECD. The concentration index was computed, and a concentration curve was developed to measure inequalities in being on track of ECD among children with various levels of SDH. Almost 69% of children were on track in their ECD, a higher percentage in 2019 (74.85%) than in 2017 (65.37%). The prevalence of children on track in their ECD significantly rises per unit in the score of three SDH composites (adjusted prevalence ratios are 1.04 (95% confidence interval (CI): 1.03-1.04) for summative and standardised indexes and 1.49 (95% CI: 1.41-1.58) for weighted index). There is almost a linear positive relationship between the SDH composite and ECD. Significant concentration indexes suggest SDH-related inequalities in ECD. Children's early development can be hampered due to unfavourable SDH. Although ECD plays a vital role in creating and maintaining socio-economic and health inequalities through to adulthood, favourable SDH needs to be ensured during childhood.

Media Literacy and Its Potential Influence on Mpox-Related Perceptions and Prevention Intentions in China During the 2022 Multi-Country Outbreak of Mpox

ABSTRACT Media literacy plays an increasingly important role in health communication during public health emergencies. The present study aimed to investigate the level of media literacy and its association with disease perceptions and behavioral intentions of receiving vaccination services among young men who have sex with men (YMSM) in China during the 2022 multi-country mpox outbreak. The data were from a large-scale cross-sectional survey conducted among 2,493 YMSM aged 18–29 years in six provincial regions in China in September 2022. A total of 2,079 YMSM who had obtained mpox information from social media platforms were included in this study. Correlation analysis and path analysis were conducted. The mean age of the sample was 24.7. After controlling for background variables, significant positive correlations were found in several pairs between media literacy, mpox-related perceptions (including perceived susceptibility to mpox, perceived severity of mpox, perceived benefits of mpox vaccination, and self-efficacy of receiving mpox vaccination), and the behavioral intention of receiving mpox vaccination. The mpox-related perceptions played a significant mediation role in the association between media literacy and intention of receiving mpox vaccination (indirect effect = 0.165, p < .001, effect size = 82.1%). Media literacy is crucial for developing disease perceptions during public health emergencies and may further influence the adoption of preventive measures. As social media platforms have become the main battle field of health communication during disease outbreaks, improvement of media literacy is urgently warranted.

Trends in Norwegian adolescents’ substance use between 2014 and 2022: socioeconomic and gender differences

BackgroundSubstance use is a global health concern and early onset among adolescents increases health risks. We explore national overall trends in prevalence and trends in socioeconomic inequalities in past year alcohol intoxication, cannabis use, and use of other illicit drugs among Norwegian adolescents (ages ∼ 15–19 years of age) between 2014 and 2022.MethodThe present study builds on data from a nationwide repeated cross-sectional survey collected in 2014–2016 (T1), 2017–2019 (T2), 2021 (T3) and 2022 (T4). In total 415,560 adolescents (50.3% girls) completed the questionnaire during the study period. Trends in socioeconomic inequalities were assessed using the Slope Index of Inequality (SII) and the Relative Index of Inequality (RII).ResultsWhile the prevalence of alcohol intoxication remained fairly stable, the prevalence of cannabis and other illicit drug use increased between 2014 and 2022 among upper secondary school boys (13.3–17.6%, and 2.0–5.2%, respectively) and girls (8.8–12.8%, and 1.1–2.7%, respectively). Similar trends were observed among 10th-grade adolescents. Boys were more likely than girls to use cannabis or other illicit drugs, but the gender gap in cannabis use narrowed during the study period. Among upper secondary girls, use of cannabis and other illicit drugs was higher among those from less affluent backgrounds, with absolute and relative inequalities in cannabis use increasing between 2014 and 2022. Small inequalities in cannabis use and decreasing relative inequalities in the use of other illicit drug were observed among upper secondary boys.ConclusionsThe increasing use of cannabis and other illicit drugs among Norwegian adolescents is concerning. Future studies should explore the underlying causes of this rise and explore the complex factors influencing adolescent substance use behaviours. A comprehensive understanding of these factors is essential for developing targeted and effective interventions.

The Management of Sexual Disability Related to Low Back Pain: A Cross-Sectional Survey of Italian Physiotherapists

The Management of Sexual Disability Related to Low Back Pain: A Cross-Sectional Survey of Italian Physiotherapists

Influencing factors of posttraumatic stress disorder in Shidu parents who have lost their only child: a cross-sectional survey

BackgroundIn China, parents who have lost their only child are referred to as Shidu parents (SDPs). This study aimed to investigate the prevalence and risk factors of post-traumatic stress disorder (PTSD) and investigate the influence of depressive and anxiety symptoms on the development of PTSD.MethodFour hundred and thirty-six SDPs completed assessments of PTSD (Structured Clinical Interview for DSM-IV Disorders, SCID-IV; The Clinician-Administered PTSD Scale-IV, CAPS-IV), depression (Hamilton depression scale), and anxiety (Hamilton Anxiety Scale) via in-person interviews. Logistic regression and hierarchical multiple linear regression analyses were used to explore the association of demographic characteristics, depression, and anxiety symptoms with PTSD.ResultsThe prevalence of PTSD in SDPs was 14.45%. The comorbidity of depression and anxiety symptoms was 87.30% in the SDPs with PTSD. The logistic regression model, which included factors of gender, age, education, depression, and anxiety, which contributed to the development of PTSD, was significant [χ² (11) = 122.47, p < 0.001]. The hierarchical multiple linear regression analysis indicated that female gender and the severity of comorbidities (depression and anxiety) were positively associated with the severity of PTSD.ConclusionThis study found that the severity of depression and anxiety was closely related to the severity of PTSD, supporting that SDPs are highly prone to the co-occurrence of PTSD, depression, and anxiety after bereavement. Our findings may provide more insights into the development of individualized interventions for parents who have experienced the loss of their only child.

The effect of loneliness on interpersonal sensitivity among nursing undergraduates: a chain mediation role of problematic internet use and bedtime procrastination

BackgroundLoneliness was associated with interpersonal sensitivity, but the factors contributing to this relationship in nursing students remain unclear. This study investigated the relationship between loneliness and interpersonal sensitivity among nursing undergraduates, with a specific focus on the mediating roles played by problematic internet use and bedtime procrastination.MethodThis study was conducted as a cross-sectional survey at a university in China between November and December 2022. Data were collected using a self-administered online questionnaire that included demographic characteristics, the Three-Item Loneliness Scale (T-ILS), the Chinese Version of Short Form of Interpersonal Sensitivity Measure (IPSM-CS), the 6-item short form of the Problematic Internet Use Questionnaire (PIUQ-SF-6), and the Bedtime Procrastination Scale (BPS). Pearson correlation analysis was employed to explore the relationships among loneliness, interpersonal sensitivity, problematic internet use, and bedtime procrastination. Structural equation modeling (SEM) was conducted using AMOS software to examine the mediating role of problematic internet use and bedtime procrastination between loneliness and interpersonal sensitivity.ResultsLoneliness was positively related to interpersonal sensitivity among nursing undergraduates (β = 0.44, P < 0.001). There was a significant chain mediation role of problematic internet use and bedtime procrastination in the relationship between loneliness and interpersonal sensitivity.ConclusionsThe study contributed to deepening the understanding of the relationship between loneliness and interpersonal sensitivity and provided valuable insights into the improvement of interpersonal sensitivity in nursing undergraduates.

Assessment of the public perception of the hospital pharmacist and their satisfaction level with the pharmacy services provided in a developing country: a cross-sectional survey in Malaysia.

To assess the public perception of the role of hospital pharmacists, their satisfaction with the pharmacy service provided, and the factors associated with their perception and satisfaction. A cross-sectional, questionnaire survey was conducted on adults older than 18 years who utilized public pharmacy services. A self-developed, validated questionnaire consisting of three parts was used, i.e., demographic data, perception, and satisfaction. The questionnaire was tested in a pilot study of 50 study participants and demonstrated good reliability results of 0.900 for the perception section and 0.836 for the satisfaction section. Therefore, all items were used in the final questionnaire. Four hundred and seventy-nine completed questionnaires were collected with a response rate of 91.6%. The Cronbach's α for perception and satisfaction scores were0.938 and 0.841, respectively. The median total score for public perception was 83 (interquartile range [IQR]: 15), whereas the median total score for public satisfaction was 38 (IQR: 33). The level of public perception was significantly associated with the age groups (P = .009), ethnic groups (P < .001), respondents' locality groups (P < .001), the level of education achieved group (P = .017), and the income groups (P = .006). Satisfaction was not significantly associated with any sociodemographic factors. This study has found that the general public had a favorable perception of the role of hospital pharmacists, and they were generally satisfied with the pharmacy service provided.

Prevalence of Vitamin D Deficiency in Orthopedic Trauma Patients: A Cross-Sectional Survey From a Tertiary Care Trauma Center

Prevalence of Vitamin D Deficiency in Orthopedic Trauma Patients: A Cross-Sectional Survey From a Tertiary Care Trauma Center

Knowledge, attitude, and practices of adolescents and peer educators in relation to the components of the National Adolescent Health Program in India: findings from a cross-sectional survey

Knowledge, attitude, and practices of adolescents and peer educators in relation to the components of the National Adolescent Health Program in India: findings from a cross-sectional survey

Identifying palliative care needs in patients with heart failure using patient reported outcomes.

ContextHeart failure (HF) is considered a multi-faceted and life-threatening syndrome characterized by high symptom-burden and significant mortality. ObjectivesTo describe the symptom-burden in patients with HF and identify their palliative care needs. In this respect, symptom burden related to sex, age and classification of HF using New York Heart Association Functional Classification (NYHA) were analyzed. MethodsA cross-sectional questionnaire survey included adult HF patients according to NYHA II, III, and IV. Palliative care needs were assessed using validated patient reported outcomes measures; SF-36v1, HeartQoL, EORTC- QLQ-C15-PAL, MFI-20 and HADS. Patients were recruited from the Department of Cardiology, North Zealand Hospital, Denmark. ResultsIn total, 314 patients (79%) completed the questionnaire (233 men). Mean age=74 yrs (range 35-94 yrs). In all, 42% had NYHA III or IV and 53% self-rated their health to be fair or poor. In all, 19% NYHA II and 67% NYHA III/IV patients had ≥4 severe palliative symptoms according to EORTC-QLQ-C15-PAL. In addition, NYHA III/IV had a mean of 8.9 symptoms and a mean of 5.4 severe symptoms. Women, older patients, and those with NYHA III/IV had worse outcomes regarding health-related quality of life, functional capacity, and symptom burden. ConclusionsPatients with HF have ahigh prevalence of symptoms and, thus, potential palliative care needs. Predominantly, women, older patients, and those with higher severity of disease have the highest symptom burden. PROMs can help cardiologists address the palliative care needs and systematic assessment may be a prerequisite to integrate symptom-modifying and palliative care interventions.

Who accessed STI testing in Britain during the COVID-19 pandemic and how: Findings from Natsal-COVID, a cross-sectional quasi-representative survey.

During the COVID-19 pandemic, online sexual health service delivery increased across Britain. We investigated inequalities in STI testing access and methods of access during the first year of the pandemic. Natsal-COVID, an online-survey of people 18-59 years in Britain, explored sexual health experiences in the first year of the pandemic. We describe the socio-demographics of participants who used STI testing services and compare those who reported being "online service users", defined as using services with no direct clinician interactions (regardless of whether they also used other methods), with those who were exclusively "other service users", defined as face-to-face, telephone, or video calls. 246/6,064 participants (4.2%) reported STI testing between 03/2020-03/2021. Of those, 35.8% (95%CI 29.2-42.8) used online services. Online service users (compared to other service users) were more often white (74.9% (62.2-84.4) versus 68.5% (59.4-76.3)), less often had anxiety (39.0% (28.4-50.9) versus 57.2% (48.4-65.6)) and less often had disabilities (25.8% (16.8-37.4) versus 48.1% (39.4-56.9)). Among women (only), online users were more often in good health (91.4% (81.3-96.2) versus 69.3% (57.4-79.2)). More than one third of STI testers used online services during this period. Differences exist in the characteristics of people accessing online versus other testing services. These data suggest that online services were more likely to be accessed by groups with typically lower risk of poor sexual health (white and in good health). Further investigation is needed, especially if online services are the only option offered, as differences in ability to access services could widen inequalities.

Socio-economic contributions of tourism in the development of hospitality industry

This study examines socio-economic contributions of tourism in the development of hospitality industry in Cross River State, Nigeria. The economic impact analysis (EIA) was adopted as the underpinning theory for the study. It helps in analysing the contributions of an industry to the economy of a region. The researcher used cross sectional survey method, non-probability purposive method and quantitative method (multiple regression) to analyse 232 staff of hotels, restaurants, eateries and dining in Calabar metropolis, Cross River, Nigeria. Findings from the study show that the socio economic contributions of tourism (income generation, foreign exchange earnings and employment opportunities) increases revenue, improve the quality of services and facilities of hospitality industry and relieves government of the responsibility of been the sole employer of labour. The research results provide an insight on the importance of developing nations investing in tourism as the gate way to development of hospitality industry. Research results have identify socio economic contributions of tourism as the key to sustainability of hospitality industry in the area of revenue generation, improvement in services and facilities to state of art and reducing pressure on government in the area of employment.

Gender differences in prescription misuse intention among university students: Insights from the theory of planned behaviour

ObjectiveThis study aimed to explore the predictors of prescription misuse intentions among university students using the theory of planned behaviour (TPB), with a particular focus on gender differences in the influence of normative pressure, attitudes, and refusal self-efficacy. MethodsA cross-sectional survey design was employed, a total of 597 (males) and 924 (females) aged (15 to 28), university students from three universities of Kashmir Valley (India) participated in the study using purposive sampling. Structural Equation Modelling (SEM) and multi-group analysis were applied to examine the predictors of prescription misuse intentions and Gender-specific differences in these relationships. ResultsThe findings revealed that normative pressure (β = 0.419, p < 0.001) and attitudes towards prescription misuse (β = 0.159, p < 0.001) were positively associated with students' prescription misuse intentions. In contrast, refusal self-efficacy was negatively related to misuse intentions (β = −0.204, p < 0.001). Multi-group analysis showed significant gender differences, particularly in the effect of refusal self-efficacy, with females demonstrating stronger protective effects against misuse (difference = 0.222, p = 0.000). No significant gender differences were found for normative pressure and attitudes. ConclusionThe study highlights the importance of addressing both normative pressures and attitudes in reducing prescription misuse intentions, with gender-specific interventions focusing on enhancing refusal self-efficacy, particularly for females. These findings have important implications for developing targeted interventions for university students, including nursing students, where the potential for prescription misuse may be elevated due to academic and social pressures.