Making remote measurement technology work in multiple sclerosis, epilepsy and depression: survey of healthcare professionals.

BACKGROUND: Epilepsy, multiple sclerosis (MS) and depression are long term, central nervous system disorders which have a significant impact on everyday life. Evaluating symptoms of these conditions is problematic and typically involves repeated visits to a clinic. Remote measurement technology (RMT), consisting of smartphone apps and wearables, may offer a way to improve upon existing methods of managing these conditions. The present study aimed to establish the practical requirements that would enable clinical integration of data from patients' RMT, according to healthcare professionals. METHODS: This paper reports findings from an online survey of 1006 healthcare professionals currently working in the care of people with epilepsy, MS or depression. The survey included questions on types of data considered useful, how often data should be collected, the value of RMT data, preferred methods of accessing the data, benefits and challenges to RMT implementation, impact of RMT data on clinical practice, and requirement for technical support. The survey was presented on the JISC online surveys platform. RESULTS: Among this sample of 1006 healthcare professionals, respondents were positive about the benefits of RMT, with 73.2% indicating their service would be likely or highly likely to benefit from the implementation of RMT in patient care plans. The data from patients' RMT devices should be made available to all nursing and medical team members and could be reviewed between consultations where flagged by the system. However, results suggest it is also likely that RMT data would be reviewed in preparation for and during a consultation with a patient. Time to review information is likely to be one of the greatest barriers to successful implementation of RMT in clinical practice. CONCLUSIONS: While further work would be required to quantify the benefits of RMT in clinical practice, the findings from this survey suggest that a wide array of clinical team members treating epilepsy, MS and depression would find benefit from RMT data in the care of their patients. Findings presented could inform the implementation of RMT and other digital interventions in the clinical management of a range of neurological and mental health conditions.

The impact of data from remote measurement technology on the clinical practice of healthcare professionals in depression, epilepsy and multiple sclerosis: survey.

BACKGROUND: A variety of smartphone apps and wearables are available both to help patients monitor their health and to support health care professionals (HCPs) in providing clinical care. As part of the RADAR-CNS consortium, we have conducted research into the application of wearables and smartphone apps in the care of people with multiple sclerosis, epilepsy, or depression. METHODS: We conducted a large online survey study to explore the experiences of HCPs working with patients who have one or more of these conditions. The survey covered smartphone apps and wearables used by clinicians and their patients, and how data from these technologies impacted on the respondents' clinical practice. The survey was conducted between February 2019 and March 2020 via a web-based platform. Detailed statistical analysis was performed on the answers. RESULTS: Of 1009 survey responses from HCPs, 1006 were included in the analysis after data cleaning. Smartphone apps are used by more than half of responding HCPs and more than three quarters of their patients use smartphone apps or wearable devices for health-related purposes. HCPs widely believe the data that patients collect using these devices impacts their clinical practice. Subgroup analyses show that views on the impact of this data on different aspects of clinical work varies according to whether respondents use apps themselves, and, to a lesser extent, according to their clinical setting and job role. CONCLUSIONS: Use of smartphone apps is widespread among HCPs participating in this large European survey and caring for people with epilepsy, multiple sclerosis and depression. The majority of respondents indicate that they treat patients who use wearables and other devices for health-related purposes and that data from these devices has an impact on clinical practice.

Using the NANA toolkit at home to predict older adults' future depression.

BACKGROUND: Depression is currently underdiagnosed among older adults. As part of the Novel Assessment of Nutrition and Aging (NANA) validation study, 40 older adults self-reported their mood using a touchscreen computer over three, one-week periods. Here, we demonstrate the potential of these data to predict future depression status. METHODS: We analysed data from the NANA validation study using a machine learning approach. We applied the least absolute shrinkage and selection operator with a logistic model to averages of six measures of mood, with depression status according to the Geriatric Depression Scale 10 weeks later as the outcome variable. We tested multiple values of the selection parameter in order to produce a model with low deviance. We used a cross-validation framework to avoid overspecialisation, and receiver operating characteristic (ROC) curve analysis to determine the quality of the fitted model. RESULTS: The model we report contained coefficients for two variables: sadness and tiredness, as well as a constant. The cross-validated area under the ROC curve for this model was 0.88 (CI: 0.69-0.97). LIMITATIONS: While results are based on a small sample, the methodology for the selection of variables appears suitable for the problem at hand, suggesting promise for a wider study and ultimate deployment with older adults at increased risk of depression. CONCLUSIONS: We have identified self-reported scales of sadness and tiredness as sensitive measures which have the potential to predict future depression status in older adults, partially addressing the problem of underdiagnosis.

Pediatric office-based smoking intervention: impact on maternal smoking and relapse.

OBJECTIVE: To determine the impact of a brief smoking intervention delivered by pediatricians in the context of usual well baby office visits on postnatal maternal smoking and relapse. SETTING: Forty-nine private pediatric practices including 128 practitioners. DESIGN: Randomization of pediatric practices into minimal and extended intervention sites with all enrolled mothers of newborns within a practice receiving the same level of intervention. INTERVENTION: Smoking mothers in minimal condition received a hospital packet containing written information about passive smoking and a letter advising them to quit. Those in extended condition received the hospital packet plus oral and written advice at usual well baby visits: 2 weeks, 2, 4, and 6 months. MEASUREMENTS: Smoking and relapse rates at 6 months postpartum, demographics associated with smoking status, attitudes, and knowledge in regard to passive smoking, and recall surveys of mothers in regard to receiving advice or written materials. RESULTS: Two-thousand nine-hundred-one mothers of newborns were enrolled in the study. Those in the extended condition had higher quit rates (5.9% vs 2.7%, P < .01) and lower relapse rates (45% vs 55%, P < .01) than those in the minimal condition. Mothers' educational status and the presence of a smoking partner in the home were the major demographic variables associated with smoking status at enrollment and at follow-up. Compared with smokers in the minimal condition, those in extended at 6 months postpartum had significantly better attitudes and knowledge regarding passive smoking and allowed less smoking in the home. Mothers attending extended practices reported much higher rates of receiving oral advice and written materials than those in the minimal condition. CONCLUSIONS: A brief program can lead to major increases in the willingness of pediatricians to deliver smoking advice. A 1- to 2-minute intervention delivered in the context of usual well baby care can have a positive impact on maternal smoking and especially upon relapse prevention. A recent smoking history should be obtained from all mothers of newborns so that interventions can be aimed at both cessation and relapse prevention.

Suicidal attempts among older adolescents: prevalence and co-occurrence with psychiatric disorders.

The prevalence of suicidal attempts and ideation and the co-occurrence of attempts with psychiatric disorders were examined in a community sample of 1710 older adolescents. Structured interviews using rigorous diagnostic criteria were conducted in two annual assessments. Lifetime prevalence of attempts was 7.1% and ideation was 21.1%. Almost 90% of those who attempted also evidenced suicidal ideation. Suicide attempts occurred in conjunction with depressive, substance use, and disruptive behavior disorders but not with panic disorders. Results indicate that risk factors for an attempt are the following: being female, from a home without a father, poor education of the father, previous attempts, suicidal ideation, and mental disorders.

Conscientiousness, perceived risk, and risk-reduction behaviors: a preliminary study.

Participants (N = 343) from an Oregon community completed surveys at baseline, 3 months, and 12 months to assess personality, the perceived health risk of radon in combination with smoking, and changes in smoking behavior. Conscientiousness predicted instituting a more restrictive household smoking rule (p < .01), and perceived risk predicted reduction in cigarettes smoked per day for men (p < .001). Perceived risk predicted a reduction in the proportion of cigarettes smoked in the home for those who had high (p < .05) but not low or moderate levels of Conscientiousness, a dimension in one personality model. The results demonstrate the importance of Conscientiousness in the prediction of health behavior, particularly behavior that affects others as well as oneself.

Radon and cigarette smoking: perceptions of this synergistic health risk.

Past approaches to the measurement of the perceived risk of combined hazards have failed to demonstrate awareness of synergy (S. E. Hampson et al., 1998; D. Hermand, E. Mullet, & B. Coutelle, 1995; D. Hermand, E. Mullet, & S. Lavieville, 1997). Respondents (N = 650) were provided with information about the synergistic risk of lung cancer from the combination of smoking and radon, and their risk perceptions were assessed on two occasions. At Time 1, using Likert-type scales, there was no evidence of synergistic risk perception. At Time 2, using a scale based on the appraisal of relative risk with anchors allowing for the expression of synergy, the combined hazard of radon and smoking was rated as significantly more of a health risk than the single hazards. The findings are discussed in terms of methodological issues in assessing synergistic risk.

Evaluation of a dental office tobacco cessation program: effects on smokeless tobacco use.

We describe a randomized trial designed to evaluate the effectiveness of a smokeless tobacco cessation intervention delivered by dental hygienists as part of a patient's regularly scheduled cleaning visit. Seventy-five practices were randomized to continue their usual care (n=25; 239 smokeless tobacco using patients enrolled) or to receive training to provide a tobacco cessation intervention (n=50; 394 smokeless tobacco using patients enrolled). Patient reports indicated that the training program was successful in getting hygienists to implement the intervention. The intervention produced a strong effect on sustained quitting for smokeless tobacco users but had no impact on secondary outcomes, including unsuccessful quit attempts, future intent to quit using smokeless tobacco, and change in readiness to quit using. Frequency of smokeless tobacco use and receipt of specific components of the intervention, including the video and written materials, predicted sustained cessation. Since this intervention was delivered by dental hygienists as part of a patient's regularly scheduled cleaning visit, it is easily disseminable.

Adolescent and family predictors of physical aggression, communication, and satisfaction in young adult couples: a prospective analysis.

This study tested a model wherein the family conflict, depression, and antisocial behavior of 254 adolescents (mean age = 17 years; 63% female) are prospectively related to functioning within a marital (51%) or dating relationship in young adulthood (mean age = 23 years). Family aversive communication in adolescence and adolescent antisocial behavior predicted couple physical aggression. Family aversive communication predicted dyadic satisfaction and aversive couple communication for married women and dating men. Among those with partners who reported little antisocial behavior, adolescent antisocial behavior inversely predicted couple satisfaction and facilitative behavior. Partner antisocial behavior did not mediate the relation between adolescent characteristics and couple functioning. Findings emphasize the importance of the early family environment and psychopathology of the adolescent in the development of adaptive couple relationships.

Adolescent psychopathology: I. Prevalence and incidence of depression and other DSM-III-R disorders in high school students.

Data were collected on the point and lifetime prevalences, 1-year incidence, and comorbidity of depression with other disorders (Diagnostic and Statistical Manual of Mental Disorders [3rd ed., rev.]) in a randomly selected sample (n = 1,710) of high school students at point of entry and at 1-year follow-up (n = 1,508). The Schedule for Affective Disorders and Schizophrenia for School-Age Children was used to collect diagnostic information; 9.6% met criteria for a current disorder, more than 33% had experienced a disorder over their lifetimes, and 31.7% of the latter had experienced a second disorder. High relapse rates were found for all disorders, especially for unipolar depression (18.4%) and substance use (15.0%). Female subjects had significantly higher rates at all age levels for unipolar depression, anxiety disorders, eating disorders, and adjustment disorders; male subjects had higher rates of disruptive behavior disorders.

Evaluating two self-help interventions for smokeless tobacco cessation.

The need for effective, low-cost self-help treatment methods for smokeless tobacco (ST) addiction becomes more evident as rates of product use and associated morbidities increase. This study evaluated two self-help methods for ST cessation. One hundred ninety-eight ST users were randomized into two conditions: half received the LifeSign, a credit card-sized computer designed for gradual ST cessation, and half received the Enough Snuff self-help manual and a video. Subjects in both conditions received telephone support for their quit effort. The study was conducted entirely through phone and mail, allowing delivery of the intervention to both rural and urban users. Self-reported rates of sustained abstinence (no tobacco use at two months and six months) were 24.5% for the manual/video condition, and 18.4%, for the LifeSign condition.

Who enrolls in a self-help cessation program for smokeless tobacco?

To further our understanding of the representativeness of the smokeless tobacco (SLT) user recruited to various treatment settings, and to suggest gaps in services available to SLT users, we first compared participants who enrolled in a self-help cessation program with two samples of nontreatment-seeking SLT users: SLT users identified through a random digit dialing (RDD) survey, and SLT users who came to 1 of 75 dental practices for a routine cleaning visit. We found that those in the self-help SLT cessation program were older, more educated, more likely to have made a serious quit attempt, and used more SLT weekly than those who did not seek treatment. Secondly, we compared SLT users seeking treatment in three different treatment settings varying in accessibility and intensity: self-help study participants, SLT users enrolled in a clinic-based study, and callers to the California Help Line for SLT cessation. Participants differed across the three studies on demographics, some measures of dependence, and history of SLT use.

Developing a brief measure of smoking in the home: description and preliminary evaluation.

We describe a self-report measure of household smoking exposure and its relationship to ambient nicotine levels as measured by a passive nicotine monitor. Thirty-nine participants placed a passive nicotine monitor in their home for a 7-day period and completed a retrospective household smoking questionnaire. The composite index from the household smoking questionnaire was strongly correlated with air nicotine concentration (r = .74, p < .01). The household smoking questionnaire appears to be a convenient low-response cost method of assessing indoor smoke exposure.

Tobacco cessation interventions in health care settings: rationale, model, outcomes.

Health care settings provide opportunities to reach populations of tobacco users with personalized cessation assistance. We describe a model for doing so which emphasizes a team approach, minimizes the burden on clinicians, and uses brief counseling by allied professionals, videos, written materials, and telephone calls to augment clinician advice. The model has been implemented in several diverse settings including outpatient, inpatient, and dental clinic managed care; fee-for-service dentistry and pediatric practices; and planned parenthood clinics. Data from several randomized trials support the effectiveness of the approach. The brief, low-intensity interventions derived from the model appear to be sustainable on a routine basis in many settings.

Relationship between tobacco use and self-reported oral hygiene habits.

A sample of 34,897 dental patients completed written surveys assessing their tobacco use, frequency of brushing and flossing and perception of oral health problems. Brushing two times per day was reported by 73.5 percent of the patients and flossing one time per day by 35.6 percent. Tobacco users brushed and, particularly, flossed much less frequently than did nonusers. Compliance with daily flossing regimens was particularly low among smokeless tobacco users. Tobacco users also reported more oral health problems.

Using the hygiene visit to deliver a tobacco cessation program: results of a randomized clinical trial.

To examine the effectiveness of advising patients who use tobacco to quit, the authors conducted a randomized clinical trial to test a brief office-based intervention with all tobacco users in 75 fee-for-service dental practices in Oregon. The authors found that the dental hygienist-delivered intervention was effective in getting smokeless tobacco users to quit at three and 12 months and to sustain abstinence at both three and 12 months. They found that the program was not effective for cigarette smokers. The authors discuss the public health implications of program dissemination and widespread program adoption.

Psychometric properties of scales for the measurement of psychosocial variables associated with depression in adolescence.

In preparation for a community-based study of depression in adolescence, several point studies were conducted with samples of adolescents. The purpose of these studies was to evaluate the reliability and association with depression of several instruments when used with older (14- to 18-year-old) adolescents. These instruments included measures of cognitions, body image, self-esteem, self-awareness, social interactions with peers and family, social support, micro- and macrostressful life events, anxiety and tension, positive affect, antisocial or oppositional behaviour, suicidal ideation, and vocabulary. The internal consistency reliability and stability of most of the instruments were satisfactory. In addition, most instruments were associated with a measure of depression, Radloff's Center for Epidemiological Studies-Depression Scale. Several of the scales were successfully abbreviated using techniques based on factor analysis and item analysis.