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Nevin Manimala Statistics

Self-Management Support Apps for Spinal Cord Injury: Results of a Systematic Search in App Stores and Mobile App Rating Scale Evaluation

JMIR Mhealth Uhealth. 2024 Dec 19;12:e53677. doi: 10.2196/53677.

ABSTRACT

BACKGROUND: The use of mobile technology to meet health needs, widely referred to as mobile health (mHealth), has played a critical role in providing self-management support for chronic health conditions. However, despite its potential benefits, mHealth technologies such as self-management support apps for spinal cord injury (SCI) have received little research attention, and an understanding of their public availability is lacking. Therefore, an overview of these apps is needed to complement findings from the literature for a complete understanding of mHealth self-management support tools for SCI to support the selection and improvement of existing apps and the development of new ones.

OBJECTIVE: This study aimed to identify and describe quantity, quality, focus, strengths, and weaknesses of self-management support apps for SCI available on major mobile app digital distribution platforms.

METHODS: A systematic search of the Google Play Store and Apple App Store was conducted to identify and summarize apps for SCI that have been updated since 2017. A supplementary systematic literature review was conducted across 11 bibliographic databases to identify publications that provided more detailed descriptions of the identified apps than what is typically available in app stores. The data synthesis was guided by self-management tasks and skills taxonomies. The PRISMA (Preferred Reporting Items for Systematic Reviews and Meta-Analyses) guidelines informed the reporting.

RESULTS: The 13 apps included in the final synthesis were launched between 2013 and 2021, mostly originating in the United States, with availability in 72 countries and support for 14 languages. Most apps used the Android operating system (10/13, 77%), while 31% (4/13) used iOS. The identified apps mainly focused on activities of daily living, physical activity promotion, health literacy, and therapeutic exercise. All 3 self-management tasks (medical, role, and emotional management) and most self-management skills and support activities were supported by the apps. The mean Mobile App Rating Scale score was 3.86 (SD 0.54), indicating good overall quality. No publications were found describing these apps.

CONCLUSIONS: Despite their good overall quality, as measured by the Mobile App Rating Scale assessment, the 13 identified apps, alone or combined, do not appear to offer a comprehensive self-management approach that incorporates theory-based strategies. Besides working to improve comprehensiveness, future research and practice should consider adopting new technologies, such as artificial intelligence, to enhance future self-management support apps for SCI. Furthermore, adopting new app development methods, such as low-code development platforms, could help reduce barriers to development, such as time, cost, and securing scarce expertise.

PMID:39700493 | DOI:10.2196/53677

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SARS-CoV-2 Infections in a Triad of Primary School Learners (Grades 1-7), Their Parents, and Teachers in KwaZulu-Natal, South Africa: Protocol for a Cross-Sectional and Nested Case-Cohort Study

JMIR Res Protoc. 2024 Dec 19;13:e52713. doi: 10.2196/52713.

ABSTRACT

BACKGROUND: In low- and middle-income countries (LMICs) such as South Africa, there is paucity of data on SARS-CoV-2 infections among children attending school, including seroprevalence and transmission dynamics.

OBJECTIVE: This pilot study aims to assess (1) the prevalence of self-reported or confirmed SARS-CoV-2 prior infections, COVID-19 symptoms (including long COVID), seroprevalence of SARS-CoV-2 antibodies, and general/mental health, (2) longitudinal changes in SARS-CoV-2 seroprevalence, and (3) SARS-CoV-2 acute infections, immune responses, transmission dynamics, and symptomatic versus asymptomatic contacts in a unique cohort of unvaccinated primary school learners, their parents, teachers, and close contacts in semirural primary school settings.

METHODS: Learners (grades 1-7) from primary schools in KwaZulu-Natal, South Africa, their parents, and teachers will be invited to enroll into the COVID kids school study (CoKiDSS). CoKiDSS comprises 3 parts: a cross-sectional survey (N=640), a follow-up survey (n=300), and a nested case-cohort substudy. Finger-prick blood and saliva samples will be collected for serological and future testing, respectively, in the cross-sectional (451 learners:147 parents:42 teachers) and follow-up (210 learners:70 parents:20 teachers) surveys. The nested case-cohort substudy will include cases from the cross-sectional survey with confirmed current SARS-CoV-2 infection (n=30) and their close contacts (n=up to 10 per infected participant). Finger-prick blood (from all substudy participants), venous blood (from cases), and nasal swabs (from cases and contacts) will be collected for serological testing, immunological testing, and viral genome sequencing, respectively. Questionnaires covering sociodemographic and general and mental health information, prior and current SARS-CoV-2 symptoms and testing information, vaccination status, preventative behavior, and lifestyle will be administered. Statistical methods will include generalized linear mixed models, intracluster correlation, descriptive analysis, and graphical techniques.

RESULTS: A total of 645 participants were enrolled into the cross-sectional survey between May and August 2023. A subset of 300 participants were followed up in the follow-up survey in October 2023. Screening of the participants into the nested case-cohort substudy is planned between November 2023 and September 2024. Data cleanup and analysis for the cross-sectional survey is complete, while those for the follow-up survey and nested case substudy will be completed by the third quarter of 2024. The dissemination and publication of results is anticipated for the fourth quarter of 2024.

CONCLUSIONS: This study provides data from an LMIC setting on the impact of SARS-CoV-2 on school-attending learners, their parents, and teachers 3 years after the SARS-CoV-2 pandemic was declared and 21-24 months after resumption of normal school attendance. In particular, this study will provide data on the prevalence of self-reported or confirmed SARS-CoV-2 prior infection, prior and current symptoms, seroprevalence, changes in seroprevalence, SARS-CoV-2 transmission, SARS-CoV-2 adaptive immune responses, and symptoms of long COVID and mental health among a triad of learners, their parents, and teachers.

INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): DERR1-10.2196/52713.

PMID:39700491 | DOI:10.2196/52713

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A Narrative-Gamified Mental Health App (Kuamsha) for Adolescents in Uganda: Mixed Methods Feasibility and Acceptability Study

JMIR Serious Games. 2024 Dec 19;12:e59381. doi: 10.2196/59381.

ABSTRACT

BACKGROUND: Many adolescents in Uganda are affected by common mental disorders, but only a few affordable treatment options are available. Digital mental health interventions offer promising opportunities to reduce these large treatment gaps, but interventions specifically tailored for Ugandan adolescents are limited.

OBJECTIVE: This study aimed to determine the feasibility and acceptability of the Kuamsha program, an intervention delivered through a gamified app with low-intensity telephonic guidance, as a way to promote mental health among adolescents from the general population in Uganda.

METHODS: A 3-month pre-post single-arm trial was conducted with adolescents aged between 15 and 19 years living in Wakiso District, Central Uganda. The intervention was coproduced with adolescents from the study site to ensure that it was culturally acceptable. The feasibility and acceptability of the intervention were evaluated using an explanatory sequential mixed methods approach. Feasibility was assessed by collecting data on trial retention rates and treatment adherence rates. Acceptability was assessed through a questionnaire and in-depth interviews with participants following the conclusion of the intervention period. As a secondary objective, we explored the changes in participants’ mental health before and after the intervention.

RESULTS: A total of 31 adolescents were recruited for the study. Results from the study showed high levels of feasibility and acceptability. Trial retention rates exceeded 90%, and treatment adherence was ≥80%. These results, evaluated against our predefined trial progression criteria, indicate a successful feasibility study, with all criteria exceeding the thresholds necessary to progress to a larger trial. App engagement metrics, such as time spent on the app and modules completed, exceeded existing literature benchmarks, and many adolescents continued to use the app after the intervention. In-depth interviews and questionnaire responses revealed high acceptability levels. Depressive symptoms trended toward reduction (mean difference: 1.41, 95% CI -0.60 to 3.42, Cohen d=0.30), although this was not statistically significant (P=.16). Supporting this trend, we also observed a reduction in the proportion of participants with moderate depressive symptoms from 32% (10/31) to 17% (5/29) after the intervention, but this change was also not significant (P=.10).

CONCLUSIONS: This study presents evidence to support the Kuamsha program as a feasible and acceptable digital mental health program for adolescents in Uganda. A fully powered randomized controlled trial is needed to assess its effectiveness in improving adolescents’ mental health.

PMID:39700489 | DOI:10.2196/59381

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Methodological Challenges in Randomized Controlled Trials of mHealth Interventions: Cross-Sectional Survey Study and Consensus-Based Recommendations

J Med Internet Res. 2024 Dec 19;26:e53187. doi: 10.2196/53187.

ABSTRACT

BACKGROUND: Mobile health (mHealth) refers to using mobile communication devices such as smartphones to support health, health care, and public health. mHealth interventions have their own nature and characteristics that distinguish them from traditional health care interventions, including drug interventions. Thus, randomized controlled trials (RCTs) of mHealth interventions present specific methodological challenges. Identifying and overcoming those challenges is essential to determine whether mHealth interventions improve health outcomes.

OBJECTIVE: We aimed to identify specific methodological challenges in RCTs testing mHealth interventions’ effects and develop consensus-based recommendations to address selected challenges.

METHODS: A 2-phase participatory research project was conducted. First, we sent a web-based survey to authors of mHealth RCTs. Survey respondents rated on a 5-point scale how challenging they found 21 methodological aspects in mHealth RCTs compared to non-mHealth RCTs. Nonsystematic searches until June 2022 informed the selection of the methodological challenges listed in the survey. Second, a subset of survey respondents participated in an online workshop to discuss recommendations to address selected methodological aspects identified in the survey. Finally, consensus-based recommendations were developed based on the workshop discussion and email interaction.

RESULTS: We contacted 1535 authors of mHealth intervention RCTs, of whom 80 (5.21%) completed the survey. Most respondents (74/80, 92%) identified at least one methodological aspect as more or much more challenging in mHealth RCTs. The aspects most frequently reported as more or much more challenging were those related to mHealth intervention integrity, that is, the degree to which the study intervention was implemented as intended, in particular managing low adherence to the mHealth intervention (43/77, 56%), defining adherence (39/79, 49%), measuring adherence (33/78, 42%), and determining which mHealth intervention components are used or received by the participant (31/75, 41%). Other challenges were also frequent, such as analyzing passive data (eg, data collected from smartphone sensors; 24/58, 41%) and verifying the participants’ identity during recruitment (28/68, 41%). In total, 11 survey respondents participated in the subsequent workshop (n=8, 73% had been involved in at least 2 mHealth RCTs). We developed 17 consensus-based recommendations related to the following four categories: (1) how to measure adherence to the mHealth intervention (7 recommendations), (2) defining adequate adherence (2 recommendations), (3) dealing with low adherence rates (3 recommendations), and (4) addressing mHealth intervention components (5 recommendations).

CONCLUSIONS: RCTs of mHealth interventions have specific methodological challenges compared to those of non-mHealth interventions, particularly those related to intervention integrity. Following our recommendations for addressing these challenges can lead to more reliable assessments of the effects of mHealth interventions on health outcomes.

PMID:39700488 | DOI:10.2196/53187

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From BpTRU to OMRON: The impact of changing automated blood pressure measurement devices on blood pressure estimates among children and youth

Health Rep. 2024 Dec 18;35(12):16-30. doi: 10.25318/82-003-x202401200002-eng.

ABSTRACT

BACKGROUND: After six cycles of using the BpTRU (BT) BPM-300 blood pressure (BP) monitor, the Canadian Health Measures Survey (CHMS) introduced the OMRON (OM) IntelliSense HEM-907XL BP monitor in Cycle 7. This study assesses differences between BP values measured by both devices in children and youth aged 6 to 17 years and whether equations could be developed to compare BP measurements taken using the two devices.

DATA AND METHODS: In Cycle 6 (2018 to 2019) of the CHMS, BP was measured using BT and OM devices. Between-device estimates of systolic BP (SBP), diastolic BP (DBP), and BP categories were compared for 233 children and youth aged 6 to 17 years. Sex, age, body mass index (BMI), and central obesity categories were examined in linear regression models to predict SBP and DBP values measured with OM based on those measured with BT.

RESULTS: In the study sample, average SBP measured with OM was 9 millimetres of mercury (mmHg) higher than average SBP measured with BT, and average DBP measured with OM was 3 mmHg lower than DBP measured with BT. Normal BP prevalence based on OM measurements was 2.1 to 6.4 percentage points lower than the prevalence based on BT measurements, depending on which pediatric BP guidelines were applied. Between-device BP differences varied in magnitude by sex, age group, and BMI categories. Prediction equations developed using linear regression could not adequately account for the measurement differences between the two devices.

INTERPRETATION: Switching to the OM device in Cycle 7 will substantively affect pediatric BP estimates, preventing comparability with BP data from previous cycles. The impact of changing the BP devices on BP measurement should be acknowledged when reporting estimates of pediatric BP based on the CHMS.

PMID:39700487 | DOI:10.25318/82-003-x202401200002-eng

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Anxiety disorders among older Canadians: Focus on Indigenous and racialized population groups

Health Rep. 2024 Dec 18;35(12):3-15. doi: 10.25318/82-003-x202401200001-eng.

ABSTRACT

BACKGROUND: Anxiety disorders are among the most common mental health problems. However, few studies have examined the prevalence of, and factors associated with, anxiety disorders among older Canadians (65 years or older), with a particular focus on Indigenous and racialized population groups.

DATA AND METHODS: Data from eight cycles of the annual Canadian Community Health Survey (CCHS) – 2015 to 2022 – were used to examine anxiety disorders among older Canadians. Multivariable logistic regression, stratified by sex, was carried out on a pooled sample of 151,755 respondents aged 65 years or older.

RESULTS: From 2015 to 2022, on average, 6.0% of older Canadians reported a diagnosis of an anxiety disorder, with females (7.5%) more likely than males (4.2%) to have done so. Indigenous males had higher odds of having an anxiety disorder than non-Indigenous, non-racialized males, while Chinese and other racialized females had lower odds of having an anxiety disorder than non-Indigenous, non-racialized females.

INTERPRETATION: Findings of this study highlight the importance of considering Indigenous and racialized population groups disaggregated by sex when examining anxiety disorders among older Canadians to inform screening and intervention programs.

PMID:39700486 | DOI:10.25318/82-003-x202401200001-eng

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Complications Following Surgical Treatment of Haglund’s Syndrome With and Without Flexor Hallucis Longus Tendon Transfer

J Am Acad Orthop Surg Glob Res Rev. 2024 Dec 8;8(12). doi: 10.5435/JAAOSGlobal-D-24-00346. eCollection 2024 Dec 1.

ABSTRACT

BACKGROUND: In the surgical treatment of Haglund syndrome, combining a flexor hallucis longus (FHL) tendon transfer with Achilles tendon may improve plantarflexion strength and reduce strain on the repaired Achilles tendon. However, there is limited research comparing complication rates between surgical approaches with or without concurrent FHL tendon transfer.

METHODS: This was retrospective study of patients who underwent surgical management for Haglund syndrome between January 2015 and December 2023. Surgical management included open central-splitting Achilles tendon débridement, Haglund prominence resection, and subsequent Achilles tendon reattachment, either with or without concurrent FHL tendon transfer. Patient demographics, comorbidities, and postoperative complications were collected. Statistical analysis was conducted to compare outcomes between the two groups.

RESULTS: Among the 390 patients who underwent surgical intervention for Haglund syndrome, 52 individuals received FHL tendon transfer. The average follow-up duration was 10.1 ± 12.9 months. Overall, complications included persistent pain (10.3%), wound breakdown (8.2%), infection (1.8%), plantar flexion weakness (1.5%), and Achilles tendon rupture (0.3%). No notable difference was observed in complication rates between the two groups. However, wound breakdown was higher in the FHL tendon transfer group compared with the non-FHL group (P = 0.5). No patients who received a FHL tendon transfer experienced a postoperative Achilles tendon rupture.

CONCLUSION: In the largest study of patients who underwent surgical treatment for Haglund syndrome, with or without FHL tendon transfer, the overall complication rate was comparable. However, the FHL tendon transfer group exhibited a higher tendency for wound breakdown.

PMID:39700482 | DOI:10.5435/JAAOSGlobal-D-24-00346

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Vocal and Facial Behavior During Affect Production in Autism Spectrum Disorder

J Speech Lang Hear Res. 2024 Dec 19:1-16. doi: 10.1044/2024_JSLHR-23-00080. Online ahead of print.

ABSTRACT

PURPOSE: We investigate the extent to which automated audiovisual metrics extracted during an affect production task show statistically significant differences between a cohort of children diagnosed with autism spectrum disorder (ASD) and typically developing controls.

METHOD: Forty children with ASD and 21 neurotypical controls interacted with a multimodal conversational platform with a virtual agent, Tina, who guided them through tasks prompting facial and vocal communication of four emotions-happy, angry, sad, and afraid-under conditions of high and low verbal and social cognitive task demands.

RESULTS: Individuals with ASD exhibited greater standard deviation of the fundamental frequency of the voice with the minima and maxima of the pitch contour occurring at an earlier time point as compared to controls. The intensity and voice quality of emotional speech were also different between the two cohorts in certain conditions. Additionally, facial metrics capturing the acceleration of the lower lip, lip width, eye opening, and vertical displacement of the eyebrows were also important markers to distinguish between children with ASD and neurotypical controls. Both facial and speech metrics performed well above chance in group classification accuracy.

CONCLUSION: Speech acoustic and facial metrics associated with affect production were effective in distinguishing between children with ASD and neurotypical controls.

SUPPLEMENTAL MATERIAL: https://doi.org/10.23641/asha.28027796.

PMID:39700465 | DOI:10.1044/2024_JSLHR-23-00080

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Ecological Validity of Self-Perceived Voice Quality and Acoustic Measures During Voice Assessments: An Observational Study on Faculty Teachers

J Speech Lang Hear Res. 2024 Dec 19:1-13. doi: 10.1044/2024_JSLHR-24-00524. Online ahead of print.

ABSTRACT

PURPOSE: This study investigated the ecological validity of conventional voice assessments by comparing the self-perceived voice quality and acoustic characteristics of voice production during these assessments to those in a simulated environment with varying distracting conditions and noise levels.

METHOD: Forty-two university professors (26 women) participated in the study, where they were asked to produce loud connected speech by reading a 100-word text under four different conditions: a conventional assessment and three virtual classroom simulations created with 360° videos, each with different noise levels, played through a virtual reality headset and headphones. The first video depicted students paying attention in class (40 dB classroom noise); the second showed some students talking, generating moderate conversational noise (60 dB); and the third depicted students talking loudly and not paying attention (70 dB). The entire experiment was conducted in a sound-treated room, and the voice of each participant was recorded for acoustic analysis. In each condition, self-perception of voice quality (vocal effort and vocal ease), SPL, fundamental frequency, long-term average spectrum (L1-L0 ratio, alpha ratio, and the 1/5-5/8 ratio), and smooth cepstral peak prominence were measured.

RESULTS: Visual distraction and noise level significantly impacted both subjective and acoustic measures of voice production, as shown by numerous statistically significant differences across almost all conditions and variables examined. Specifically, all measures increased with higher levels of distraction and noise, except for the 1/5-5/8 ratio, which showed a decreasing trend.

CONCLUSION: These findings indicate that visual distraction and noise level significantly influence self-perceived and acoustic vocal characteristics and suggest that conventional assessments, typically conducted in silence and without visual distractors, may not accurately represent real-world performance, thus limiting their ecological validity.

PMID:39700458 | DOI:10.1044/2024_JSLHR-24-00524

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Exome and Genome Sequencing to Diagnose the Genetic Basis of Neonatal Hypotonia: An International Consortium Study

Neurology. 2025 Jan 14;104(1):e210106. doi: 10.1212/WNL.0000000000210106. Epub 2024 Dec 19.

ABSTRACT

BACKGROUND AND OBJECTIVES: Hypotonia is a relatively common finding among infants in the neonatal intensive care unit (NICU). Consideration of genetic testing is recommended early in the care of infants with unexplained hypotonia. We aimed to assess the diagnostic yield and overall impact of exome and genome sequencing (ES and GS).

METHODS: Consecutive infants with hypotonia were identified from research and clinical databases across 5 teaching hospitals in United States, Canada, United Kingdom, and Australia. Inclusion criteria included NICU admission and genetic evaluation. Infants with a known explanation for hypotonia were excluded. Data regarding infant characteristics, genetic testing, and diagnoses were collected. The primary outcome was identification of a molecular diagnosis. Impact on care was a secondary outcome. The Fisher exact and Wilcoxon rank-sum tests were used for statistical analysis.

RESULTS: We identified 147 infants with unexplained hypotonia. The median gestational age was 39 weeks (interquartile range [IQR] 36-42 weeks), 77 (52%) were female, and the median age was 8 days at the time of evaluation (IQR 2-19 days). Eighty (54%) had hypotonia as the main clinical feature while 67 (46%) had additional multisystem involvement. Seventy-five (51%) underwent rapid ES, 44 (30%) rapid GS, 2 (1%) both ES and GS, and 26 (18%) were admitted before ES or GS became available. Of the 121 infants who underwent ES and/or GS, 72 (60%) had the primary outcome of a molecular diagnosis. In addition, 2 infants with mitochondrial genome variants were diagnosed by mitochondrial GS after negative ES, and one infant needed targeted testing to identify a short tandem repeat expansion missed by GS. The proportion diagnosed by ES and GS was not different between infants with hypotonia as the primary finding (37/56, 66%) and infants with multisystemic symptoms (35/65, 54%, odds ratio [OR] 1.7, CI 0.8-3.7, p value = 0.20). Testing was more likely to have an impact on care for infants receiving a genetic diagnosis (57/66 vs 14/33, OR 8.4, CI 2.9-26.1, p = 1.0E-05).

DISCUSSION: Rapid ES and GS provided a molecular diagnosis for most of the infants with unexplained hypotonia who underwent testing. Further studies are needed to assess the generalizability of these findings as increased access to genetic testing becomes available.

CLASSIFICATION OF EVIDENCE: This study provides Class IV evidence that in unexplained neonatal hypotonia, rapid ES or GS adds diagnostic specificity.

PMID:39700446 | DOI:10.1212/WNL.0000000000210106