A text-message intervention for adolescents with depression and their parent/caregiver to overcome cognitive barriers to mental health treatment initiation: Focus groups and a pilot trial (Preprint)

2021 ◽  
Author(s):  
Brian Suffoletto ◽  
Tina Goldstein ◽  
David Brent

BACKGROUND Many adolescents with depression do not pursue mental health (MH) treatment following referral by a heathcare provider. We developed a theory-based automated text message intervention (Text to Connect, T2C) that attempts to reduce cognitive barriers to initiation of MH care. OBJECTIVE In this 2-phase study, we sought to first understand potential for T2C and then test engagement, usability, and potential efficacy of T2C among adolescents with depression and their parent/caregiver. METHODS In phase 1, we conducted focus groups with adolescents with depression (n=9) and their parent/caregiver (n=9) separately and transcripts were examined for themes. In phase 2, we conducted an open trial of T2C with adolescents with depression referred to MH care (n=43) and their parent/caregiver (n=28). We assessed usability by examining program engagement, usability ratings and qualitative feedback at 4-weeks follow-up. We assessed potential effectiveness by examining change in perceived barriers to treatment and MH care initiation from baseline to 4-weeks. RESULTS In phase 1, we found that themes supported the T2C approach. In phase 2, we found high engagement with daily negative affect check-ins, high usability ratings, and self-reported decreases in barriers to MH treatment over time among adolescents. At 4-weeks follow-up, most adolescents reported either having initiated MH care (52%) or pending scheduling (15%), leaving only 15% of adolescents still not interested in MH care. CONCLUSIONS Findings from this study suggest that T2C is acceptable to adolescents with depression and most parent/caregivers, is used at high rates, and may be helpful to reduce cognitive barriers to MH care initiation. CLINICALTRIAL NCT04560075

10.2196/14785 ◽  
2019 ◽  
Vol 7 (7) ◽  
pp. e14785
Author(s):  
Maryam Yuhas ◽  
Kathleen J Porter ◽  
Donna-Jean P Brock ◽  
Annie Loyd ◽  
Brittany A McCormick ◽  
...  

Background A high consumption of sugar-sweetened beverages (SSBs) poses significant health concerns, particularly for rural adults and adolescents. A manner in which the health of both caregivers and adolescents can be improved is by developing innovative strategies that target caregivers as the agents of change. Sending text messages through mobile phones has been cited as an effective way to improve behavioral outcomes, although little research has been conducted in rural areas, particularly focusing on SSB intake. Objective By targeting rural caregivers, this 2-phase study aimed to (1) understand caregivers’ perceptions and language preferences for SSB-related text messages to inform and refine message development and delivery and (2) evaluate the acceptability of text messages for SSB intake behavior change and examine short-term effects on SSB intake behavior. Methods A convergent mixed methods design was used to systematically develop and pilot-test text messages with caregivers in Southwest Virginia. In phase 1, 5 focus groups that included a card-sorting activity were conducted to explore advantages/disadvantages, language preferences (ie, tone of voice, audience, and phrase preferences), and perceived use of text messages. In phase 2, caregivers participated in a 5-week text message pilot trial that included weekly educational and personalized strategy messages and SSB intake assessments at baseline and follow-up. Before the focus groups and after completing the pilot trial, caregivers also completed a pre-post survey that assessed SSB intake, SSB home availability, and caregivers’ SSB-related practices. Caregivers also completed individual follow-up telephone interviews following the pilot trial. Results In phase 1, caregivers (N=33) reported that text messages were convenient, accessible, and easy to read. In addition, they preferred messages with empathetic and authoritative tones that provided useful strategies and stayed away from using absolute words (eg, always and never). In the phase 2 pilot trial (N=30), 87% of caregivers completed baseline and 77% completed follow-up assessment, suggesting a high utilization rate. Other ways in which caregivers reported benefiting from the text messages included sharing messages with family members and friends (80%), making mental notes (57%), and looking back at messages as reminders (50%). Caregivers reported significant improvements in home environment, parenting practices, and rulemaking around SSB (P=.003, P=.02, and P=.04, respectively). In addition, the frequency of SSB intake among caregivers and adolescents significantly decreased (P=.003 and P=.005, respectively). Conclusions Spending time in the formative phases of text message development helped understand the unique perspectives and language preferences of the target population. Furthermore, delivering an intervention through text messages has the potential to improve caregiver behaviors and reduce SSB intake among rural caregivers and adolescents. Findings from this study were used to develop a larger bank of text messages, which would be used in a future study, testing the effectiveness of a text message intervention targeting SSB intake–related caregiver behaviors.


2019 ◽  
Author(s):  
Maryam Yuhas ◽  
Kathleen Joyce Porter ◽  
Donna-Jean Brock ◽  
Annie Loyd ◽  
Brittany Alexandra McCormick ◽  
...  

BACKGROUND High consumption of sugar-sweetened beverages (SSB) poses significant health concerns, particularly for rural adults and adolescents. Developing innovative strategies that target caregivers as the agents of change could be a promising way to improve both caregiver and adolescent health. Sending text messages through mobile phones has been cited as an effective way to improve behavioral outcomes, although little research has been conducted in rural areas, particularly focusing on SSB intake. OBJECTIVE Targeting rural caregivers, the objectives of this two phase study were to: 1) understand caregivers’ perceptions and language preferences for SSB-related text messages to inform and refine message development and delivery, and 2) evaluate the acceptability of text messages for SSB behavior change, and examine short-term effects on SSB behaviors. METHODS A convergent mixed-methods design was used to systematically develop and pilot test text messages with caregivers in Southwest Virginia. In phase one, five focus groups that included a card-sorting activity were conducted to explore advantages/disadvantages, language preferences (i.e., tone of voice, audience, phrase preferences), and perceived use of text messages. In phase two, caregivers participated in a 5-week text message pilot trial that included weekly educational and personalized strategy messages and SSB assessments at baseline and follow-up. Before the focus groups and after completing the pilot trial, caregivers also completed a pre-post survey that assessed SSB intake, SSB home availability, and caregiver SSB-related practices. Caregivers also completed individual follow-up telephone interviews following the pilot trial. RESULTS In phase one, caregivers (n=33) reported that text messages were convenient, accessible, and easy to read. Additionally, caregivers preferred messages with empathetic and authoritative tones of voice that provided useful strategies and stayed away from using absolute words (e.g., always, never). In the phase two pilot trial (n=30), 87% of caregivers completed baseline and 77% completed follow-up assessment suggesting a high utilization rate. Other ways caregivers reported benefiting from the text messages included sharing messages with family members, friends, and coworkers (80%), making mental notes (57%), and looking back at messages as reminders (50%). Caregivers reported significant improvements in home environment, parenting practices, and rulemaking around SSB (all P <0.05). Also, the frequency of SSB intake among caregivers and adolescents significantly decreased (P <0.01). CONCLUSIONS Spending time in the formative phases of text message development helped to understand the unique perspectives and language preferences of the target population. This study also found that delivering an intervention through text messages has the potential to improve caregiver behaviors and reduce SSB intake in rural caregivers and adolescents. Findings from this study were used to develop a larger bank of text messages, which will be used in a future study testing the effectiveness of a text message intervention targeting SSB-related caregiver behaviors.


2019 ◽  
Author(s):  
Megan Partch ◽  
Cass Dykeman

Mental health treatment providers seek high-impact and low-cost means of engaging clients in care. As such, text messaging is becoming more frequently utilized as a means of communication between provider and client. Research demonstrates that text message interventions increase treatment session attendance, decrease symptomology, and improve overall functioning. However, research is lacking related to the linguistic make up of provider communications. Text messages were collected from previously published articles related to the treatment of mental health disorders. A corpus of 39 mental health treatment text message interventions was composed totaling 286 words. Using Linguistic Inquiry and Word Count (LIWC) software, messages were analyzed for prevalence of terminology thought to enhance client engagement. Clout, demonstrating the writer’s confidence and expertise, and positive Emotional Tone were found to be at a high level within the corpus. Results demonstrated statistical significance for five linguistic variables. When compared with national blog norms derived from Twitter, Clout, Emotional Tone, and use of Biological terminology were found to be at higher rates than expected. Authenticity and Informal terminology were found at significantly lesser rates.


2021 ◽  
Vol 5 (1) ◽  
pp. e000700
Author(s):  
Carrie Allison ◽  
Fiona E Matthews ◽  
Liliana Ruta ◽  
Greg Pasco ◽  
Renee Soufer ◽  
...  

ObjectiveThis is a prospective population screening study for autism in toddlers aged 18–30 months old using the Quantitative Checklist for Autism in Toddlers (Q-CHAT), with follow-up at age 4.DesignObservational study.SettingLuton, Bedfordshire and Cambridgeshire in the UK.Participants13 070 toddlers registered on the Child Health Surveillance Database between March 2008 and April 2009, with follow-up at age 4; 3770 (29%) were screened for autism at 18–30 months using the Q-CHAT and the Childhood Autism Spectrum Test (CAST) at follow-up at age 4.InterventionsA stratified sample across the Q-CHAT score distribution was invited for diagnostic assessment (phase 1). The 4-year follow-up included the CAST and the Checklist for Referral (CFR). All with CAST ≥15, phase 1 diagnostic assessment or with developmental concerns on the CFR were invited for diagnostic assessment (phase 2). Standardised diagnostic assessment at both time-points was conducted to establish the test accuracy of the Q-CHAT.Main outcome measuresConsensus diagnostic outcome at phase 1 and phase 2.ResultsAt phase 1, 3770 Q-CHATs were returned (29% response) and 121 undertook diagnostic assessment, of whom 11 met the criteria for autism. All 11 screened positive on the Q-CHAT. The positive predictive value (PPV) at a cut-point of 39 was 17% (95% CI 8% to 31%). At phase 2, 2005 of 3472 CASTs and CFRs were returned (58% response). 159 underwent diagnostic assessment, including 82 assessed in phase 1. All children meeting the criteria for autism identified via the Q-CHAT at phase 1 also met the criteria at phase 2. The PPV was 28% (95% CI 15% to 46%) after phase 1 and phase 2.ConclusionsThe Q-CHAT can be used at 18–30 months to identify autism and enable accelerated referral for diagnostic assessment. The low PPV suggests that for every true positive there would, however, be ~4–5 false positives. At follow-up, new cases were identified, illustrating the need for continued surveillance and rescreening at multiple time-points using developmentally sensitive instruments. Not all children who later receive a diagnosis of autism are detectable during the toddler period.


Author(s):  
Srinivasan Sridhar ◽  
Nazmul Kazi ◽  
Indika Kahanda ◽  
Bernadette McCrory

Background: The demand for psychiatry is increasing each year. Limited research has been performed to improve psychiatrist work experience and reduce daily workload using computational methods. There is currently no validated tool or procedure for the mental health transcript annotation process for generating “gold-standard” data. The purpose of this paper was to determine the annotation process for mental health transcripts and how it can be improved to acquire more reliable results considering human factors elements. Method: Three expert clinicians were recruited in this study to evaluate the transcripts. The clinicians were asked to fully annotate two transcripts. An additional five subjects were recruited randomly (aged between 20-40) for this pilot study, which was divided into two phases, phase 1 (annotation without training) and phase 2 (annotation with training) of five transcripts. Kappa statistics were used to measure the inter-rater reliability and accuracy between subjects. Results: The inter-rater reliability between expert clinicians for two transcripts were 0.26 (CI 0.19 to 0.33) and 0.49 (CI 0.42 to 0.57), respectively. In the pilot testing phases, the mean inter-rater reliability between subjects was higher in phase 2 with training transcript (k= 0.35 (CI 0.052 to 0.625)) than in phase 1 without training transcript (k= 0.29 (CI 0.128 to 0.451)). After training, the accuracy percentage among subjects was significantly higher in transcript A (p=0.04) than transcript B (p=0.10). Conclusion: This study focused on understanding the annotation process for mental health transcripts, which will be applied in training machine learning models. Through this exploratory study, the research found appropriate categorical labels that should be included for transcripts annotation, and the importance of training the subjects. Contributions of this case study will help the psychiatric clinicians and researchers in implementing the recommended data collection process to develop a more accurate artificial intelligence model for fully- or semi-automated transcript annotation.


CJEM ◽  
2017 ◽  
Vol 19 (S1) ◽  
pp. S68 ◽  
Author(s):  
R. Parkash ◽  
K. Magee ◽  
M. McMullen ◽  
M.B. Clory ◽  
M. D’Astous ◽  
...  

Introduction: Atrial fibrillation (AF) is the most common sustained arrhythmia affecting 1-2% of the population. Oral anticoagulation (OAC) reduces stroke risk by 60-80% in AF patients, but only 50% of indicated patients receive OAC. Many patients present to the ED with AF due to arrhythmia symptoms, however; lack of OAC prescription in the ED has been identified as a significant gap in the care of AF patients. Methods: This was a multi-center, pragmatic, three-phase before-after study, in three Canadian sites. Patients who presented to the ED with electrocardiographically (ECG) documented, nonvalvular AF and were discharged home were included. Phase 1 was a retrospective chart review to determine OAC prescription of AF patients in each ED; Phase 2 was a low-intensity knowledge translation intervention where a simple OAC-prescription tool for ED physicians with subsequent short-term OAC prescription was used, as well as an AF patient education package and a letter to family physicians; phase 3 incorporated Phase 2 interventions, but added immediate follow-up in a community AF clinic. The primary outcome of the study was the rate of new OAC prescriptions at ED discharge in AF patients who were OAC eligible and were not on OAC at presentation. Results: A total of 632 patients were included from June, 2015-November, 2016. ED census ranged from 30000-68000 annual visits. Mean age was 71±15, 67±12, 67±13 years, respectively. 47.5% were women, most responsible ED diagnosis was AF in 75.8%. The mean CHA2DS2-VASc score was 2.6±1.8, with no difference amongst groups. There were 266 patients eligible for OAC and were not on this at presentation. In this group, the prescription of new OAC was 15.8% in Phase 1 as compared to 54% and 47%, in Phases 2 and 3, respectively. After adjustment for center, components of the CHA2DS2-VASc score, prior risk of bleeding and most responsible ED diagnosis, the odds ratio for new OAC prescription was 8.0 (95%CI (3.5,18.3) p&lt;0.001) for Phase 3 vs 1, and 10.0 (95%CI (4.4,22.9) p&lt;0.001), for Phase 2 vs 1). No difference in OAC prescription was seen between Phases 2 and 3. Conclusion: Use of a simple OAC-prescription tool was associated with an increase in new OAC prescription in the ED for eligible patients with AF. Further testing in a rigorous study design to assess the effect of this practice on stroke prevention in the AF patients who present to the ED is indicated.


2018 ◽  
Author(s):  
Christiane Eichenberg ◽  
Markus Schott ◽  
Adam Sawyer ◽  
Georg Aumayr ◽  
Manuela Plößnig

BACKGROUND Depression is one of the most common mental disorders in older adults. Unfortunately, it often goes unrecognized in the older population. OBJECTIVE The aim of this study was to identify how Web-based apps can recognize and help treat depression in older adults. METHODS Focus groups were conducted with mental health care experts. A Web-based survey of 56 older adults suffering from depression was conducted. Qualitative interviews were conducted with 2 individuals. RESULTS Results of the focus groups highlighted that there is a need for a collaborative care platform for depression in old age. Findings from the Web-based study showed that younger participants (aged 50 to 64 years) used electronic media more often than older participants (aged 65 years and older). The interviews pointed in a comparable direction. CONCLUSIONS Overall, an e-mental (electronic mental) health treatment for depression in older adults would be well accepted. Web-based care platforms should be developed, evaluated, and in case of evidence for their effectiveness, integrated into the everyday clinic.


Blood ◽  
2014 ◽  
Vol 124 (21) ◽  
pp. 4774-4774
Author(s):  
James R. Berenson ◽  
Laura V. Stampleman ◽  
Alberto Bessudo ◽  
Peter J. Rosen ◽  
Leonard M Klein ◽  
...  

Abstract Background Immunomodulatory drugs (IMiD), such as thalidomide and lenalidomide (LEN) and its newest derivative pomalidomide (POM), have shown great promise for the treatment of multiple myeloma (MM) patients (pts). POM has in vitro anti-MM potency and has shown efficacy for the treatment of relapsed/refractory (RR) MM pts. POM with dexamethasone (DEX) induces responses even for MM pts who are refractory to bortezomib (BORT) and LEN (Richardson et al, 2012). Pegylated liposomal doxorubicin (PLD) with BORT is FDA-approved for the treatment of MM pts who have received one prior therapy not containing BORT. The combination of PLD and LEN or thalidomide has shown efficacy for both RR and frontline MM pts (Offidani et al, 2006; 2007). We have also demonstrated that both the efficacy and tolerability of LEN in combination with DEX, PLD and BORT (DVD-R) may be improved by changing the doses and schedules of these drugs (Berenson et al, 2012). Based on these results, we hypothesized that the combination of POM, DEX and PLD would be effective for the treatment of RRMM pts. Thus, we conducted the first study investigating the safety and efficacy of POM in combination with intravenous (IV) DEX and PLD as a phase 1/2 trial using a modified dose, schedule and longer 28-day cycles for pts with RRMM. Methods The phase 1 portion enrolled MM pts w/ progressive disease whereas those enrolled in phase 2 also had to be refractory to LEN (single-agent or in combination), as demonstrated by progressive disease while receiving their last LEN-containing regimen or relapsed within 8 weeks of their last dose of this IMiD. Pts who have previously received POM treatment were ineligible. In the phase 1 portion, POM was administered at 2, 3 or 4 mg daily in three cohorts on days 1-21 of a 28-day cycle and DEX (40 mg) and PLD (5 mg/m2) were fixed and given intravenously on days 1, 4, 8, and 11. Results As of June 20th, 2014, 48 pts were enrolled in the trial and a total of 47 pts had received study drug. Pts had received a median of 4 prior treatments (range 1-18), with a median of 2 prior IMiD-containing regimens (range, 0-8). Fifty-three percent of the pts had received a prior PLD-containing regimen and 21% had received a prior IMiD and PLD combination treatment. Among all enrolled pts, 40 pts discontinued treatment and seven remain active. Pts completed a median of 3 cycles (range: 1-8), with a median follow-up time of 5.4 months (range: 0-22). During the phase 1 portion of the trial, the maximum tolerated dose (MTD) of POM was established at 4 mg. Enrollment of pts into the phase 2 portion of the trial began at the MTD. However, neutropenia ≥ grade 3 was observed at this dose in 10/17 (58.8%) phase 2 pts; and, as a result, the protocol was amended so that the MTD was lowered to 3 mg for all pts subsequently enrolled. Among the 36 pts enrolled in phase 2, 78% percent were refractory to LEN and steroids with or without other agents and 47% had previously received PLD. A median of 2 cycles (range, 1 to 8) were administered among the pts enrolled in phase 2. Thirty-five pts were evaluable for response as one pt was active but had not yet had any post-baseline disease assessments. Among all pts enrolled in phase 2, the overall response rate (ORR) and clinical benefit rate (CBR) were 29% and 49%, respectively, with 6 pts (17%) showing stable disease and 12 pts (34%) demonstrating progressive disease. For all pts enrolled in phase 2, the median follow-up time was 4.7 months (range 0-12) and the median PFS was 5.3 months. ORR and CBR for pts in the phase 2 were higher among pts receiving POM at 3 mg (32% and 58%, respectively) than among pts receiving POM at 4 mg (25% and 37%, respectively). Pts receiving the 4 mg dose of POM experienced more toxicities resulting in discontinuations, which likely explains the lower ORR and CBR observed among pts receiving this POM dose. Common ≥ grade 3 adverse events observed throughout the trial were neutropenia (21 pts; 44.7%), lymphopenia (10 pts; 21.3%), and hyponatremia (4 pts; 8.5%). One pt died of grade 5 sepsis. Conclusions This phase 1/2 trial is the first evaluating POM with PLD and DEX and demonstrates that the combination of POM at 3 mg, PLD and DEX using a modified 28-day cycle schedule is safe and effective for the treatment of MM pts refractory to LEN. Disclosures Berenson: Celgene: Consultancy, Honoraria, Research Funding, Speakers Bureau. Swift:Celgene: Consultancy, Honoraria. Vescio:Celgene: Honoraria.


2017 ◽  
Vol 76 (1) ◽  
Author(s):  
Ving F. Chan ◽  
Hasan Minto ◽  
Eden Mashayo ◽  
Kovin S. Naidoo

Purpose: Vision Champions (VC) are children trained to perform simple eye health screening and share eye health messages among their community. Our objectives were to assess the ability of VC in identifying and referring children and the community with refractive error and obvious ocular disease and to assess the change in knowledge and practice of eye healthseeking behaviour of the community 3 months after the introduction of the Vision Champion Programme.Methods: We purposively sampled 600 households and interviewed 1051 participants in two phases with a close-ended questionnaire. The numbers of children screened, referred by the VC and those who attended the Vision Centre were recorded. The percentage of people who answered the questions correctly were compared between Phase 1 (P1) and Phase 2 (P2).Results: The VC shared their eye health messages with 6311 people, screened 7575 people’s vision and referred 2433 people for further care. The community were more aware that using eye ointment not prescribed by doctors (P1 = 58.96% vs. P2 = 72.75%) can lead to blindness. Participants were more aware that they should not administer eye drops in stock (P1 = 44.18% vs. P2 = 61.37%) or received from a friend or relative (P1 = 53.23% vs. P2 = 72.35%) if their eyes are red and painful.Conclusion: Children have the potential to effectively share eye health messages and conduct simple vision screening for their families and peers. Efforts are needed to sensitise the community to improve the referral or follow-up rate.


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