Web-based Screening Research Articles

Participation rate and yield of indirect cascade genetic screening for familial hypercholesterolemia using a web-based communication platform (CATCH): a randomized multicenter implementation trial

Abstract Introduction Cascade genetic screening for familial hypercholesterolemia (FH) is poorly performed when direct contact with relatives by health professionals is not allowed. We aimed to compare the effectiveness of implementing a web-based communication platform in a large-scale cascade genetic screening program for FH, while maintaining the confidentiality of indirect family contacts. Methods The CATCH study is a prospective randomized open-label multicenter implementation trial that promotes family cascade genetic screening in Swiss adults older than 16 years with a newly diagnosed pathogenic variant for FH. Each family was randomly assigned to a multigenerational indirect cascade genetic screening (1:1) either via the possibility to use of a web-based platform designed to send pre-prepared text messages or emails, and allowing to connect to a specialized clinical center, or a cascade genetic screening via the local recommended procedure. The primary outcome was the 6-month participation rate of relatives, defined as the number of genetic tests performed within 6 months after referral, over the number of eligible relatives for screening, i.e. living first-degree relatives aged 5 years or older. The secondary outcome was the 6-month yield of positive genetic tests, defined as the number of positive tests over the number of eligible relatives. Both outcome estimates were obtained after accounting for family clusters. Results Between 11/20 and 12/23, we enrolled 221 adults with a phenotype of FH for genetic testing, with 87 of them having confirmed genetic FH, corresponding to a total of 401 eligible relatives for cascade screening, with 102 relatives eventually undergoing genetic testing. Among the 87 index cases with genetic FH, 44 were randomly assigned to the web-based platform screening, and 43 were assigned to the local procedure screening. The 6-month participation rate of relatives was 71 of the 218 eligible relatives (29% [95% CI 21–38]) for the web-based platform screening, and 31 of the 183 eligible relatives (14% [95% CI 8–23]) for the local procedure screening (odds ratio (OR) 2.46 [95% CI 1.22–4.98]), p=0.012) (Figure). Similarly, the yield of detection of positive relatives was higher for the web-based platform screening, (16% [95% CI 11–23]) compared to the local procedure screening (7% [95% CI 4–13]), with OR of 2.43 [95% CI 1.11–5.30], p=0.026. Among the 55 positive relatives identified with genetic FH within 6-months, 13.0% were younger than 18 years, 25.5% were current smokers, and 56.0% were not using any lipid-lowering drugs. Conclusions The effectiveness of cascade genetic screening for FH was approximately doubled by integrating a web-based platform that facilitates family communication and access to specialized clinical centers. Modern communication technology is well suited to be integrated in large-scale indirect genetic screening programs to increase the early identification of patients at high cardiovascular risk.

A systematic review of student vaccine attitudes and vaccine policy on college and university campuses, 2000–2022

Objective: To summarize the literature 1) evaluating college student knowledge and attitudes toward vaccines and 2) examining associations between vaccine uptake and school-dependent variables. Methods: We reviewed all U.S.-based English-language primary literature published between January 1, 2000 and September 20, 2022 available online in PubMed/MEDLINE and SCOPUS databases. The initial search included studies mentioning college/university, vaccine/immunization, and one of the following terms: prevention, delivery, acceptance, uptake, or policy. Study screening, quality assessment, and data extraction were performed by author pairs using Covidence, a web-based screening and data extraction tool for conducting systematic reviews. Results: Out of 58 studies, 37 (64%) used survey methodology and 5 (9%) were randomized controlled trials. Forty studies focused on HPV vaccines. Easy access to vaccines, perceived vulnerability to disease, self-efficacy, and social norms influenced vaccine decision-making. Conclusion: While studies assessing student awareness, social norms, and message framing for vaccine uptake on campuses exist, mostly for the HPV vaccine, few have evaluated college vaccine policy.

A - 15 Convergent Validity between Standard Neuropsychological Assessment and Web-Based Voice-Recognition Neuropsychological Assessment (Intraneuron)

Abstract Objective The prevalence of mild cognitive impairment (MCI) remains high, and often cases may go undetected. The gold standard for detection of cognitive decline is neuropsychological assessment. However, access to neuropsychological assessment can be impacted by geographic and financial limitations. Prior research has determined that electronic-based testing is effective in detecting cognitive change. This study aimed to investigate a convergent validity between standard neuropsychological assessment (SNA) and a web-based, voice-recognition neuropsychological assessment tool (Intraneuron). Method 75 participants from a community-based neurology practice completed SNA and Intraneuron. Intraneuron is comprised of an auditory list learning/recall test and verbal fluency tests (F/A/S, animals). Pearson correlations were conducted to examine the convergent validity between SNA and Intraneuron. A McNemar cross tabulation analysis was utilized to compare the proportions of detected “normal” and “abnormal” screening for SNA (based on clinical diagnosis) and Intraneuron (utilizing 1SD and 1.5SD below the mean as cutoffs). Results There were moderate, positive correlations between the SNA and Intraneuron: animals (r = 0.43, p < 0.001), F/A/S (r = 0.67, p < 0.001), delayed word list recall (r = 0.49, p < 0.001). The McNemar test showed that the classification between SNA and Intraneuron were similar at 1SD and 1.5SD. Conclusions The study demonstrated convergent validity SNA and Intraneuron. Results suggest that the Intraneuron is equivalent in the detection of early cognitive decline compared to SNA. This data provides support for the value of a web-based screening tool and the potential to maximize utilization across multiple settings and improve early detection of cognitive decline.

Protocol of health screening related to occupational diseases in 100 000 workers in critical sectors: a cross-sectional study with worksite risk assessment

BackgroundOccupational diseases are one of the most important health problems related to employment However, in Malaysia, there are few epidemiological studies discussing these issues, especially among workers in the industry....

Characterization of Psychopathology in Latin American Adolescents Using a Web-Based Screening Tool: Cross-Sectional Study.

Mental health problems and suicide ideation are common in adolescents. Early detection of these issues could prevent the escalation of mental health-related symptoms in the long term. Moreover, characterizing different profiles of prevalent symptoms in conjunction with emotional regulation strategies could guide the design of specific interventions. The use of web-based screening (WBS) tools has been regarded as a suitable strategy to timely detect symptomatology while improving the appeal, cost, timeliness, and reach of detection in young populations. However, the evidence regarding the accuracy of these approaches is not fully conclusive. The study aims (1) to examine the capability of a WBS to identify adolescents with psychiatric symptoms and suicidality and (2) to characterize the mental health profiles of a large sample of adolescents using WBS. A total of 1599 Latin American Spanish-speaking adolescents (mean age 15.56, SD 1.34 years), consisting of 47.3% (n=753) female, 98.5% Chilean (n=1570), and 1.5% Venezuelan (n=24) participants, responded to a mental health WBS. A randomized subsample of participants also responded to the Mini International Neuropsychiatric Interview for Children and Adolescents (MINI-KID). McNemar χ2 and receiver-operating characteristic curves tested the detection accuracy of WBS contrasted with the MINI-KID. Latent profile analyses explored the symptomatic and emotional regulation profiles of participants. Both measures showed an adequate level of agreement (area under the curve per symptom domain ranging from 0.70 to 0.89); however, WBS yielded a higher prevalence than MINI-KID for all psychiatric symptoms, except suicide ideation and depression. Latent profile analyses yielded 4 profiles-one of them presented elevated psychopathological symptoms, constituting 11% of the sample (n=175). Rumination (odds ratio [OR] 130.15, 95% CI 51.75-439.89; P<.001), entrapment (OR 96.35, 95% CI 29.21-317.79; P<.001), and defeat (OR 156.79, 95% CI 50.45-487.23; P<.001) contributed significantly to the prediction of latent profile memberships, while cognitive reappraisal did not contribute to the prediction of any latent profile memberships, and expressive suppression was only associated to profile-2 membership. WBS is acceptable for the timely detection of adolescents at risk of mental health conditions. Findings from the symptomatic and emotional regulation profiles highlight the need for comprehensive assessments and differential interventions.

Patterns of Skin Picking in Skin Picking Disorder: Ecological Momentary Assessment Study.

Skin picking disorder (SPD) is an understudied mental illness that is classified as a body-focused repetitive behavior disorder. Literature suggests that pathological skin picking is strongly integrated into the daily lives of affected individuals and may involve a high degree of variability in terms of episode characteristics, frequency, and intensity. However, existing data on the phenomenology of SPD are limited and typically involve retrospective assessments, which may fail to accurately capture the behavior's variability. This study aimed to investigate skin picking in the daily lives of individuals with SPD by using ecological momentary assessment (EMA). The first aim focused on the description of skin picking patterns (eg, characteristics, intensity, and distribution of episodes and urges), and the second aim explored differences in characteristics and patterns between automatic and focused skin picking. Participants were recruited online and underwent a web-based screening, a diagnostic telephone interview, and a comprehensive online self-report questionnaire before participating in an EMA protocol. The latter included 10 consecutive days with 7 pseudorandom, time-contingent assessments per day between 8 AM and 10 PM. The EMA questionnaire assessed the current skin picking urge, the occurrence of the behavior, and a detailed assessment of the episodes' characteristics (eg, length, intensity, and consciousness) if applicable. The final sample consisted of 57 participants, who completed at least 70% of the scheduled assessments (n=54, 94.7% female: mean age 29.3, SD 6.77 years). They completed 3758 EMAs and reported 1467 skin picking episodes. Skin picking occurred frequently (mean 2.57, SD 1.12 episodes per day and person) in relatively short episodes (10-30 min; 10 min: nepisodes=642, 43.8%; 20 min: nepisodes=312, 21.3%; 30 min: nepisodes=217, 14.8%), and it was distributed quite evenly throughout the day and across different days of the week. Focused and automatic episodes were relatively balanced across all reported episodes (focused: nepisodes=806, 54.9%) and over the course of the day. The analyses showed statistically significant differences between self-reported triggers for the different styles. Visual or tactile cues and the desire to pick the skin were more important for the focused style (visual or tactile cues: mean focused style [Mf]=4.01, SD 0.69 vs mean automatic style [Ma]=3.47, SD 0.99; P<.001; SMD=0.64; desire to pick: Mf=2.61, SD 1.06 vs Ma=1.94, SD 1.03; P<.001; SMD=0.82), while boredom and concentration problems were more prominent in automatic skin picking (boredom: Mf=1.69, SD 0.89 vs Ma=1.84, SD 0.89; P=.03; SMD=-0.31; concentration problems: Mf=2.06, SD 0.87 vs Ma=2.31, SD 1.06; P=.006; SMD=-0.41). These results contribute to an enhanced understanding of the phenomenology of SPD using a more rigorous assessment methodology. Our findings underscore that picking can impact affected persons multiple times throughout their daily lives. German Clinical Trials Register DRKS00025168; https://tinyurl.com/mr35pdwh.

Protocol for scoping review: Patient-controlled sedation.

In settings where general anaesthesia is unnecessary, effective sedation, analgesia and local anaesthesia are crucial for optimal outcomes. Traditionally, sedation have been managed and controlled by healthcare professionals, but advancements in pharmacology and technology have renewed the way we are able to sedate. Patient-controlled sedation (PCS) offers a promising approach, allowing patients to adjust their sedation levels during procedures. This shift aims to enhance sedation quality, improve patient satisfaction and involvement and expedite discharge. The search strategy will be crafted in partnership with the Librarian well-versed in scoping reviews. 'Patient controlled sedation' is a wide search. The search will include databases, as MEDLINE/PubMed, EMBASE, Cochrane Central Register of Controlled Trials, CINAHL and Google Scholar. All literature findings will be entered into a web-based screening and data extraction tool. Two independent reviewers will assess the eligibility and inclusion of all studies. The variables to be extracted will encompass trial characteristics, participant characteristics, assessment of PCS, identified risk factors for PCS, and the evaluation of patient satisfaction as assessed in the included studies. Following PRISMA-P and PRISMA-ScR guidelines, this scoping review includes studies of any design. Data synthesis involves descriptive statistics and narrative presentations to explore the relationship between results and objectives. The outcome will be which procedures/surgeries PCS is used for and which patients are eligible for PCS. Additionally, aspects such as patient and operator satisfaction, economical pros and cons adverse effects will be considered. The scoping review will aim to give a better understanding of in which settings PCS is used. This scoping review provides a comprehensive understanding of PCS and identifies gaps in the literature to shape future research, so we can ensure the best possible sedation for patients in the future.

RecruIT: A cloud-native clinical trial recruitment support system based on Health Level 7 Fast Healthcare Interoperability Resources (HL7 FHIR) and the Observational Medical Outcomes Partnership Common Data Model (OMOP CDM)

BackgroundClinical trials (CTs) are foundational to the advancement of evidence-based medicine and recruiting a sufficient number of participants is one of the crucial steps to their successful conduct. Yet, poor recruitment remains the most frequent reason for premature discontinuation or costly extension of clinical trials. MethodsWe designed and implemented a novel, open-source software system to support the recruitment process in clinical trials by generating automatic recruitment recommendations. The development is guided by modern, cloud-native design principles and based on Health Level 7 (HL7) Fast Healthcare Interoperability Resources (FHIR) as an interoperability standard with the Observational Medical Outcomes Partnership (OMOP) Common Data Model (CDM) being used as a source of patient data. We evaluated the usability using the system usability scale (SUS) after deploying the application for use by study personnel. ResultsThe implementation is based on the OMOP CDM as a repository of patient data that is continuously queried for possible trial candidates based on given clinical trial eligibility criteria. A web-based screening list can be used to display the candidates and email notifications about possible new trial participants can be sent automatically. All interactions between services use HL7 FHIR as the communication standard. The system can be installed using standard container technology and supports more sophisticated deployments on Kubernetes clusters. End-users (n = 19) rated the system with a SUS score of 79.9/100. ConclusionWe contribute a novel, open-source implementation to support the patient recruitment process in clinical trials that can be deployed using state-of-the art technologies. According to the SUS score, the system provides good usability.

Potential mental health-related harms associated with the universal screening of anxiety and depressive symptoms in Australian secondary schools

BackgroundAnxiety and depressive disorders typically emerge in adolescence and can be chronic and disabling if not identified and treated early. School-based universal mental health screening may identify young people in need of mental health support and facilitate access to treatment. However, few studies have assessed the potential harms of this approach. This paper examines some of the potential mental health-related harms associated with the universal screening of anxiety and depression administered in Australian secondary schools.MethodsA total of 1802 adolescent students from 22 secondary schools in New South Wales, Australia, were cluster randomised (at the school level) to receive either an intensive screening procedure (intervention) or a light touch screening procedure (control). Participants in the intensive screening condition received supervised self-report web-based screening questionnaires for anxiety, depression and suicidality with the follow-up care matched to their symptom severity. Participants in the light touch condition received unsupervised web-based screening for anxiety and depression only, followed by generalised advice on help-seeking. No other care was provided in this condition. Study outcomes included the increased risk of anxiety, depression, psychological distress, decreased risk of help-seeking, increased risk of mental health stigma, determined from measures assessed at baseline, 6 weeks post-baseline, and 12 weeks post-baseline. Differences between groups were analysed using mixed effect models.ResultsParticipants in the intensive screening group were not adversely affected when compared to the light touch screening condition across a range of potential harms. Rather, participants in the intensive screening group were found to have a decreased risk of inhibited help-seeking behaviour compared to the light touch screening condition.ConclusionsThe intensive screening procedure did not appear to adversely impact adolescents’ mental health relative to the light touch procedure. Future studies should examine other school-based approaches that may be more effective and efficient than universal screening for reducing mental health burden among students.Trial registration Australian and New Zealand Clinical Trials Registry (ACTRN12618001539224) https://anzctr.org.au/Trial/Registration/TrialReview.aspx?id=375821.

Development of a novel screening questionnaire for brain fog

IntroductionAmidst the widespread proliferation of the COVID-19 virus, brain fog has become one of the most critical issues of public health. Brain fog may lead to sub-health conditions, such as forgetfulness, difficulty thinking, and other related symptoms. Although they are not immediately life-threatening, these sub-health conditions could gradually erode the quality of life. Currently, there is no relevant screening tool for brain fog.ObjectivesThe aim of this study was to develop a reliable screening tool.Methods A web-based brain fog screening questionnaire was developed in the study. It was based on previous studies, which summarized five parts of the most common clinical symptoms after COVID-19: forgetfulness, difficulty thinking, difficulty concentrating, feeling confused, and difficulty finding words or phrases to speak. Unfortunately, these items were used only in a way of yes or no answers in previous studies. Each of these items was expanded to five anchors to evaluate their severity in the study. Cronbach’s alpha coefficient was used to assess internal consistency. K-means clustering was used as a second method to validate the cutoff points. Furthermore, the receiver operating characteristic (ROC) curve was applied to validate the appropriateness of the cutoff point.ResultsThere were 534 participants who completely finished the questionnaire. It includes 183 males and 351 females, and all of them aged between 19 and 81 years. The Cronbach’s Alpha value was 0.821. The cutoff point was at a total score of 6 in terms of K-means. Based on the result, the ROC curve revealed that an area under the curve (AUC) was 0.816 with a confidence interval of 0.784 to 0.849.ConclusionsThe study demonstrated the feasibility and reliability of the web-based screening test for brain fog.Disclosure of InterestNone Declared

웹 기반 부모보고형 언어-정서 선별검사의 신뢰도 및 타당도 예비연구

This study investigated the language development assessed by the Web-based Parent Screening of Language and Emotion (PSLE), a parent-reported screening test that is available online. The PSLE is designed to evaluate the language development of children in diverse linguistic and cultural environments and identify risk groups. The research aimed to validate the reliability of the test questions across different age groups and domains, as well as to establish correlations with traditional standardized language evaluations. A total of 24 children in the age range of three to nine years and their parents participated in the study. All participants completed the PSLE language assessment along with the receptive and expressive vocabulary test (REVT), and the Korean Brief Parent Report (KBPR). The analysis revealed a high internal consistency (Cronbach’s α over 0.8) across all five areas of the PSLE language assessment. Strong correlations were found between the PSLE total score and vocabulary scores, as well as between the PSLE current age stage score and the KBPR total score, behavioral patterns, and activity preferences. This study affirms both the reliability and validity of the PSLE as a web-based screening tool for language and emotion suggesting its potential utility in identifying children’s language development characteristics in clinical settings and education.

ViaCogScreen: An Efficient, Valid, and Repeatable Screening Tool for Cognitive Performance Assessment of the Elderly

Given the demographic change with an aging society in Germany, cognitive performance assessment of the elderly is of great importance. The Viacogscreen developed by us is a computer- and web-based brain performance screening for older adults that not only meets the criteria of a measurement instrument, but is also economical and repeatable. The test captures interlocking word list learning with delayed free recall and recognition, semantic word selection and fluidity, phonemic word fluidity and inverted number range, as well as incidental memory, resulting in a total of 17 performance parameters that provide a quick orientation (approximate test duration: 10-12 minutes) regarding the cognitive performance of a test subject. Three performance areas are depicted: executive functions, episodic and semantic memory. The test was standardized for 200 healthy test subjects in 6 different age groups (range: 50-85 years). For the first clinical validation, the test was used in the memory clinics in Bonn and Ulm, where 33 patients with MCI (mild cognitive impairment) and 42 patients with suspected Alzheimer's disease (VAD) were tested. A control group of 42 healthy people of approximately the same age served as the control group. With regard to the cognitive test procedure, all three groups showed significantly different results regarding the overall score (ANOVA F=73.9, p<0.001), executive functions (F=27.6 p<0.001) and semantic memory (F=54.4 p<0.001). Regarding episodic memory, both clinical groups differed significantly from the control group, but not from each other (F=48.7, p<0.001). The Viacogscreen thus produced very good results in its first validation in two memory clinics with regard to differentiation of VAD, and good results with regard to MCI. In addition to use in neurodegenerative diseases, the Viacogscreen is also suitable for other neurological and neuro-oncological diseases, as well as for use in large clinical studies since it enables electronic data collection.

Computer-Facilitated Screening and Brief Intervention for Alcohol Use Risk in Adolescent Patients of Pediatric Primary Care Offices: Protocol for a Cluster Randomized Controlled Trial.

Alcohol and other substance use disorders usually begin with substance use in adolescence. Pediatric primary care offices, where most adolescents receive health care, are a promising venue for early identification of substance use and for brief intervention to prevent associated problems and the development of substance use disorder. This study tests the effects of a computer-facilitated screening and brief intervention (cSBI) system (the CRAFFT [Car, Relax, Alone, Forget, Family/Friends, Trouble] Interactive System [CRAFFT-IS]) on heavy episodic drinking, riding with a driver who is substance impaired, or driving while substance impaired among adolescents aged 14 to 17 years presenting for a well visit at pediatric primary care practices. We are conducting a cluster randomized controlled trial of the CRAFFT-IS versus usual care and recruiting up to 40 primary care clinicians at up to 20 pediatric primary care practices within the American Academy of Pediatrics (AAP) Pediatric Research in Office Settings network. Clinicians are randomized 1:1 within each practice to implement the CRAFFT-IS or usual care with a target sample size of 1300 adolescent patients aged 14 to 17 years. At study start, intervention clinicians complete web-based modules, trainer-led live sessions, and mock sessions to establish baseline competency with intervention counseling. Adolescents receive mailed recruitment materials that invite adolescents to complete an eligibility survey. Eligible and interested adolescents provide informed assent (parental permission requirement has been waived). Before their visit, enrolled adolescents seeing intervention clinicians complete a self-administered web-based CRAFFT screening questionnaire and view brief psychoeducational content illustrating substance use-associated health risks. During the visit, intervention clinicians access a computerized summary of the patient's screening results and a tailored counseling script to deliver a motivational interviewing-based brief intervention. All participants complete previsit, postvisit, and 12-month follow-up study assessments. Primary outcomes include past 90-day heavy episodic drinking and riding with a driver who is substance impaired at 3-, 6-, 9-, and 12-month follow-ups. Multiple logistic regression modeling with generalized estimating equations and mixed effects modeling will be used in outcomes analyses. Exploratory aims include examining other substance use outcomes (eg, cannabis and nicotine vaping), potential mediators of intervention effect (eg, self-efficacy not to drink), and effect moderation by baseline risk level and sociodemographic characteristics. The AAP Institutional Review Board approved this study. The first practice and clinicians were enrolled in August 2022; as of July 2023, a total of 6 practices (23 clinicians) had enrolled. Recruitment is expected to continue until late 2024 or early 2025. Data collection will be completed in 2025 or 2026. Findings from this study will inform the promotion of high-quality screening and brief intervention efforts in pediatric primary care with the aim of reducing alcohol-related morbidity and mortality during adolescence and beyond. ClinicalTrials.gov NCT04450966; https://www.clinicaltrials.gov/study/NCT04450966. DERR1-10.2196/55039.

Integrated network pharmacology and phosphoproteomic analyses of Baichanting in Parkinson's disease model mice

The incidence rate of Parkinson's disease (PD) is increasing yearly. Neuronal apoptosis caused by abnormal protein phosphorylation is closely related to the pathogenesis of Parkinson's disease. At present, few PD-specific apoptosis pathways have been revealed. To investigate the effect of Baichanting (BCT) on apoptosis from the perspective of protein phosphorylation, α-syn transgenic mice were selected to observe the behavioral changes of the mice, and the apoptosis of substantia nigra cells were detected by the HE method and TUNEL method. Network pharmacology combined with phosphorylation proteomics was used to find relevant targets for BCT treatment of PD and was further verified by PRM and western blotting. BCT improved the morphology of neurons in the substantia nigra and reduced neuronal apoptosis. The main enriched pathways in the network pharmacology results were apoptosis, the p53 signaling pathway and autophagy. Western blot results showed that BCT significantly regulated the protein expression levels of BAX, Caspase-3, LC3B, P53 and mTOR and upregulated autophagy to alleviate apoptosis. Using phosphorylated proteomics and PRM validation, we found that Pak5, Grin2b, Scn1a, BcaN, L1cam and Braf are closely correlated with the targets of the web-based pharmacological screen and may be involved in p53/mTOR-mediated autophagy and apoptosis pathways. BCT can inhibit the activation of the p53/mTOR signaling pathway, thereby enhancing the autophagy function of cells, and reducing the apoptosis of neurons which is the main mechanism of its neuroprotective effect.

Web-Based Screening, Brief Intervention, and Referral to Treatment for Traumatic Stress and Alcohol Misuse Among Survivors of Sexual Assault and Intimate Partner Violence: Usability and Acceptability Study.

Recent survivors of intimate partner violence (IPV) and sexual assault (SA) are at a high risk for traumatic stress and alcohol misuse. IPV and SA survivors face barriers to services for traumatic stress and alcohol misuse and have low service utilization rates. One way to increase access to services for this population is the use of web-based screening, brief intervention, and referral to treatment (SBIRT), an evidence-informed approach for early identification of traumatic stress and alcohol and drug misuse and connecting individuals to treatment. This study aims to assess the usability and acceptability of a web-based SBIRT called CHAT (Choices For Your Health After Trauma) tailored to address traumatic stress and alcohol misuse following past-year IPV, SA, or both. Phase 1 involved gathering feedback about usability and acceptability from focus groups with victim service professionals (22/52, 42%) and interviews with past-year survivors of IPV, SA, or both (13/52, 25%). Phase 2 involved gathering feedback about the acceptability of an adapted version of CHAT in an additional sample of recent survivors (17/52, 33%). Survey data on history of IPV and SA, posttraumatic stress disorder symptoms, alcohol and drug use, and service use were collected from survivors in both phases to characterize the samples. Qualitative content and thematic analyses of the interviews and focus group data were conducted using a coding template analysis comprising 6 a priori themes (usability, visual design, user engagement, content, therapeutic persuasiveness, and therapeutic alliance). Six themes emerged during the focus groups and interviews related to CHAT: usability, visual design, user engagement, content, therapeutic persuasiveness, and therapeutic alliance. Phase 1 providers and survivors viewed CHAT as acceptable, easy to understand, and helpful. Participants reported that the intervention could facilitate higher engagement in this population as the web-based modality is anonymous, easily accessible, and brief. Participants offered helpful suggestions for improving CHAT by updating images, increasing content personalization, reducing text, and making users aware that the intervention is confidential. The recommendations of phase 1 participants were incorporated into CHAT. Phase 2 survivors viewed the revised intervention and found it highly acceptable (mean 4.1 out of 5, SD 1.29). A total of 4 themes encapsulated participant's favorite aspects of CHAT: (1) content and features, (2) accessible and easy to use, (3) education, and (4) personalization. Six survivors denied disliking any aspect. The themes on recommended changes included content and features, brevity, personalization, and language access. Participants provided dissemination recommendations. Overall, CHAT was acceptable among victim service professionals and survivors. Positive reactions to CHAT show promise for future research investigating the efficacy and potential benefit of CHAT when integrated into services for people with traumatic stress and alcohol misuse after recent IPV and SA.

Predicting state level suicide fatalities in the united states with realtime data and machine learning

Digital trace data and machine learning techniques are increasingly being adopted to predict suicide-related outcomes at the individual level; however, there is also considerable public health need for timely data about suicide trends at the population level. Although significant geographic variation in suicide rates exist by state within the United States, national systems for reporting state suicide trends typically lag by one or more years. We developed and validated a deep learning based approach to utilize real-time, state-level online (Mental Health America web-based depression screenings; Google and YouTube Search Trends), social media (Twitter), and health administrative data (National Syndromic Surveillance Program emergency department visits) to estimate weekly suicide counts in four participating states. Specifically, per state, we built a long short-term memory (LSTM) neural network model to combine signals from the real-time data sources and compared predicted values of suicide deaths from our model to observed values in the same state. Our LSTM model produced accurate estimates of state-specific suicide rates in all four states (percentage error in suicide rate of −2.768% for Utah, −2.823% for Louisiana, −3.449% for New York, and −5.323% for Colorado). Furthermore, our deep learning based approach outperformed current gold-standard baseline autoregressive models that use historical death data alone. We demonstrate an approach to incorporate signals from multiple proxy real-time data sources that can potentially provide more timely estimates of suicide trends at the state level. Timely suicide data at the state level has the potential to improve suicide prevention planning and response tailored to the needs of specific geographic communities.

Piloting a Patient Tool to Aid Palliative Care Referrals during Advanced Lung Cancer Treatment

ContextPatient misperceptions are a strong barrier to early palliative care discussions and referrals during advanced lung cancer treatment. ObjectivesWe developed and tested the acceptability of a web-based patient-facing palliative care education and screening tool intended for use in a planned multilevel intervention (i.e., patient, clinician, system-level targets). MethodsWe elicited feedback from advanced lung cancer patients (n = 6), oncology and palliative care clinicians (n = 4), and a clinic administrator (n = 1) on the perceived relevance of the intervention. We then tested the prototype of a patient-facing tool for patient acceptability and preliminary effects on patient palliative care knowledge and motivation. ResultsPartners agreed that the intervention—clinician palliative care education and an electronic health record-integrated patient tool—is relevant and their feedback informed development of the patient prototype. Advanced stage lung cancer patients (n = 20; age 60 ± 9.8; 40% male; 70% with a technical degree or less) reviewed and rated the prototype on a five-point scale for acceptability (4.48 ± 0.55), appropriateness (4.37 ± 0.62), and feasibility (4.43 ± 0.59). After using the prototype, 75% were interested in using palliative care and 80% were more motivated to talk to their oncologist about it. Of patients who had or were at risk of having misperceptions about palliative care (e.g., conflating it with hospice), 100% no longer held the misperceptions after using the prototype. ConclusionThe palliative care education and screening tool is acceptable to patients and may address misperceptions and motivate palliative care discussions during treatment.

Identifying Mathematics Anxiety Through Automated Process (IMATAP): A Web-Based Screening Tool for Teachers

Mathematics anxiety (MA) is considered a potential barrier to success in science, technology, engineering, and mathematics (STEM) careers. A good number of students around the globe are terrified of mathematics. They do whatever they can to avoid math or math-related subjects. Therefore, the early identification of MA and its underlying factors is crucial in initiating timely interventions that can enhance positive attitudes in math, boost math performance, minimize math avoidance, and motivate students to pursue math-related careers. In this paper, we have presented a unique, multifaceted, and complete web-based MA screening tool called identifying mathematics anxiety through an automated process (IMATAP) to assess MA, its severity, and its deficiency. This assessment provides a detailed explanation of developing MA and helps teachers, parents, educators, and researchers design need-based intervention techniques (personalized or cluster-based) to reduce MA, which will ultimately help math-anxious students overcome math fear. Over the past two years (2021–2022), IMATAP has been successfully implemented in nine different primary and secondary level institutions in Bangladesh. Findings revealed that the effectiveness of the IMATAP system has been appreciated and highly accepted by both students and teachers.

Participants' Engagement With and Results From a Web-Based Integrative Population Mental Wellness Program (CHAMindWell) During the COVID-19 Pandemic: Program Evaluation Study.

The COVID-19 pandemic involved a prolonged period of collective trauma and stress during which substantial increases in mental health concerns, like depression and anxiety, were observed across the population. In this context, CHAMindWell was developed as a web-based intervention to improve resilience and reduce symptom severity among a public health care system's patient population. This program evaluation was conducted to explore participants' engagement with and outcomes from CHAMindWell by retrospectively examining demographic information and mental health symptom severity scores throughout program participation. We examined participants' symptom severity scores from repeated, web-based symptom screenings through Computerized Adaptive Testing for Mental Health (CAT-MH) surveys, and categorized participants into symptom severity-based tiers (tier 1=asymptomatic to mild; tier 2=moderate; and tier 3=severe). Participants were provided tier-based mindfulness resources, treatment recommendations, and referrals. Logistic regressions were conducted to evaluate associations between demographic variables and survey completion. The McNemar exact test and paired sample t tests were performed to evaluate changes in the numbers of participants in tier 1 versus tier 2 or 3 and changes in depression, anxiety, and posttraumatic stress disorder severity scores between baseline and follow-up. The program enrolled 903 participants (664/903, 73.5% female; 556/903, 61.6% White; 113/903, 12.5% Black; 84/903, 9.3% Asian; 7/903, 0.8% Native; 36/903, 4% other; and 227/903, 25.1% Hispanic) between December 16, 2020, and March 17, 2022. Of those, 623 (69%) completed a baseline CAT-MH survey, and 196 completed at least one follow-up survey 3 to 6 months after baseline. White racial identity was associated with completing baseline CAT-MH (odds ratio [OR] 1.80, 95% CI 1.14-2.84; P=.01). Participants' odds of having symptom severity below the clinical threshold (ie, tier 1) were significantly greater at follow-up (OR 2.60, 95% CI 1.40-5.08; P=.001), and significant reductions were observed across symptom domains over time. CHAMindWell is associated with reduced severity of mental health symptoms. Future work should aim to address program engagement inequities and attrition and compare the impacts of CHAMindWell to a control condition to better characterize its effects.

Preliminary Clinical Outcomes of the Hello Sunday Morning Alcohol and Wellbeing Self-Assessment: Feasibility and Acceptability Study.

Alcohol-related injuries and diseases are a leading cause of morbidity and mortality worldwide. Early intervention is essential given the chronic, relapsing nature of alcohol use disorders. There is significant potential for widely accessible web-based screening tools to help individuals determine where they stand in terms of alcohol use and provide support recommendations. Screening and brief interventions (SBIs) provide individuals with a stigma-free opportunity to learn and think about the potential risks of drinking and prompt help-seeking behavior by incorporating behavior change techniques. Furthermore, as excessive alcohol use and mental health problems often occur concurrently, SBIs for both conditions simultaneously can potentially address a critical gap in alcohol and mental health treatment. We investigated the feasibility, acceptability, and clinical outcomes of participants completing the Alcohol and Wellbeing Self-assessment (A&WS), a web-based SBI. The A&WS is freely available on the Hello Sunday Morning website as part of an uncontrolled observational prospective study. Feasibility was assessed based on the number of respondents who commenced and subsequently completed the A&WS. Acceptability was measured via participant feedback to determine overall satisfaction, perceived helpfulness, and likelihood of recommending the A&WS to others. Clinical outcomes were measured in two ways: (1) self-reported changes in alcohol consumption (Alcohol Use Disorders Identification Test score) or psychological distress (Kessler Psychological Distress Scale score) over time and (2) help seeking-both self-reported and immediate web-based help seeking. Preliminary baseline data collected for the first 9 months (March 2022 to December 2022) of the study were reported, including the 3-month follow-up outcomes. A total of 17,628 participants commenced the A&WS, and of these, 14,419 (81.8%) completed it. Of those 14,419 who completed the A&WS, 1323 (9.18%) agreed to participate in the follow-up research. Acceptability was high, with 78.46% (1038/1323) reporting high satisfaction levels overall; 95.62% (1265/1323) found the A&WS easy to use and would recommend the tool to others. The 1-, 2-, and 3-month follow-ups were completed by 28.57% (378/1323), 21.09% (279/1323), and 17.61% (233/1323) of the participants, respectively. Significant reductions in the Alcohol Use Disorders Identification Test Consumption subscale (P<.001) and Kessler Psychological Distress Scale scores (P<.001) were observed over the 3-month follow-up period. Our results suggest that the A&WS is a highly feasible and acceptable digital SBI that may support individuals in making changes to their alcohol consumption and improve their psychological well-being. In the absence of a control group, positive clinical outcomes cannot be attributed to the A&WS, which should now be subjected to a randomized controlled trial. This scalable, freely available tool has the potential to reach a large number of adults who might not otherwise access help while complementing the alcohol and mental health treatment ecosystem.