Patients' acceptability of self-selected digital health services to support diet and exercise among people with complex chronic conditions: Mixed methods study.

Objective: The acceptability of being offered a choice from a suite of digital health service options to support optimal diet and exercise behaviors in adults with complex chronic conditions was evaluated. This study sought to understand many areas of acceptability including satisfaction, ease of use, usefulness and user appropriateness and perceived effectiveness. Methods: This mixed-methods study was embedded within a randomized-controlled feasibility trial providing digital health services managing diet and exercise for adults from specialist kidney and liver disease clinics. Post study surveys and semistructured interviews were used to determine patients' acceptability of the trial interventions. Quantitative (surveys) and qualitative (surveys and interviews) results were merged using integrative analysis and mapped to each construct of the modified version of the Theoretical Framework of Acceptability. Results: Seventeen interviews (intervention group) and 50 surveys (n = 24 intervention, n = 26 comparator) completed from a possible 67 participants were analyzed. In the intervention group, the survey results revealed high areas of acceptability for the digital health services including overall support received, ease of use, timely advice and feeling safe. The interviews also revealed high areas of acceptability including convenience, ability to adopt healthier behaviors and having regular interactions with health professionals. However, the interviews also revealed lower areas of acceptability as a result of absence of individualization, low digital literacy, and limitations from life circumstances. Conclusions: Recipients of digital health services that supported diet and exercise interventions found these useful, effective, and safe. Individualized care, technical support and patient confidence remain important to improve the acceptability of digital health service interventions.

Evaluating the Potential of a Novel Metabolic Syndrome Severity Score to Inform Exercise Interventions for People with Complex Chronic Conditions.

Aims: Exercise interventions positively affect numerous cardiometabolic risk factors. To better evaluate the health effects of exercise training, it may be more appropriate to evaluate risk factors together. The Metabolic Syndrome Severity Score (MetSSS) is a composite score representing cardiometabolic risk. Purpose: To evaluate the relationships between physical activity, neuromuscular fitness, exercise capacity, and the MetSSS in a heterogenous sample of people with complex chronic disease. Material and Methods: Fifty-three people with kidney or liver disease and at least one feature of the metabolic syndrome (MetS) were included. Pearson correlations were conducted between physical activity, neuromuscular fitness, exercise capacity, and the MetSSS. Linear regressions were performed for multi-level categorical variables. Independent variables with an association with MetSSS (P ≤ 0.2) were included in a multiple regression analysis. Results: The 6-minute walk test (6MWT) distance was inversely and independently associated with MetSSS [standardized beta coefficient (ß) = -0.31, P = 0.04]. No relationship was found between MetSSS and physical activity or neuromuscular fitness. Mean 6MWT in the highest tertile was 550 m (range: 505-620 m) and 346 m (range: 233-408 m) in the lowest. The analysis showed a medium-large between-group effect for the difference in MetSSS for the lowest and highest tertile of 6MWT [Eta squared (η2) = 0.16, P = 0.01]. Conclusions: Exercise capacity was inversely and independently associated with MetSSS in people with complex chronic disease. Clinical trials with exercise interventions are needed to further investigate if improvements in exercise capacity result in clinically significant changes in the MetSSS.

Patient-Led, Technology-Assisted Malnutrition Risk Screening in Hospital: A Feasibility Study.

Malnutrition risk screening is crucial to identify at-risk patients in hospitals; however, screening rates can be suboptimal. This study evaluated the feasibility, acceptability, and potential cost-effectiveness of patient-led, technology-assisted malnutrition risk screening. A prospective multi-methods study was conducted in a 750-bed public hospital in Australia. Patients were recruited from seven wards and asked to complete an electronic version of the Malnutrition Screening Tool (e-MST) on bedside computer screens. Data were collected on feasibility, acceptability, and cost. Feasibility data were compared to pre-determined criteria on recruitment (≥50% recruitment rate) and e-MST completion (≥75% completion rate). Quantitative acceptability (survey) data were analyzed descriptively. Patient interview data were analyzed thematically. The economic evaluation was from the perspective of the health service using a decision tree analytic model. Both feasibility criteria were met; the recruitment rate was 78% and all 121 participants (52% male, median age 59 [IQR 48-69] years) completed the e-MST. Patient acceptability was high. Patient-led e-MST was modeled to save $3.23 AUD per patient and yield 6.5 more true malnutrition cases (per 121 patients) with an incremental cost saving per additional malnutrition case of 0.50 AUD. Patient-led, technology-assisted malnutrition risk screening was found to be feasible, acceptable to patients, and cost-effective (higher malnutrition yield and less costly) compared to current practice at this hospital.

Increasing primary care capacity and referral efficiency: A case study of a telehealth centre eConsult service in Brazil.

INTRODUCTION: eConsults are asynchronous digital communications for primary care professionals to seek timely specialist advice. Potential benefits include increased primary healthcare capacity and referral efficiency. Santa Catarina Telehealth Centre in Brazil has offered eConsults for an increasing number of specialties since 2008. This study described the characteristics of this service, including referral efficiency, sustainability, and satisfaction. METHODS: Retrospective longitudinal analysis of eConsults activity data from 2015 to 2022 with three domains of the Model for Assessment of Telemedicine Applications used to structure the analysis. RESULTS: Characteristics of the application: The total number of eConsults performed in 2015 was 4764, reaching 41,178 in 2022. While 30.3% of eConsults were synchronous in 2015, only asynchronous communication remained from 2021. Clinical effectiveness: eConsults requested to refer patients to specialist care resulting in primary care management remaining above 30% of the total for all specialties from 2019 to 2022, with hematology having the highest percentage (>52%). Organizational aspects: Established workflows with local specialists responding to eConsults (cardiology, endocrinology, hematology and orthopaedics) kept a constant or increasing number of eConsults and maintained the proportion of primary care management from 2019 to 2022, once recovered from COVID-19 and funding restrictions-related reductions. Over 90% of primary care professionals are either satisfied or very satisfied with the eConsult service. CONCLUSION: Over 8 years, 223,734 consultations were conducted, with high satisfaction, demonstrating the substantial potential for increased primary care-sensitive conditions management. Hiring local specialists, fostering integrated care, and enabling sustainable workflows are key to eConsults' success.

Telephone versus video consultations: A systematic review of comparative effectiveness studies and guidance for choosing the most appropriate modality.

OBJECTIVE: This systematic review compared clinical, service and cost effectiveness of telephone consultations (TC) to video consultations (VC). METHODS: We searched Embase, CINAHL and MEDLINE for empirical studies that compared TC to VC using clinical, service or economic outcome measures. Clinician or patient preference and satisfaction studies were excluded. Findings were synthesised descriptively. RESULTS: A total of 79 articles were included. The most effective modality was found to be VC in 40 studies (50%) and TC in 3 (4%). VC and TC were found to be equivalent in 28 of the included articles (35%). VC were superior or equivalent to TC for all clinical outcomes. When compared to TC, VC were likely to have better patient engagement and retention, to improve transfer decisions, and reduce downstream sub-acute care utilisation. The impact of telehealth modality on consultation time, completion rates, failure-to-attend rates and acute care utilisation was mixed. VC were consistently found to be more cost effective despite having a higher incremental cost than TC. CONCLUSIONS: Our systematic review demonstrates equal or better, but not inferior clinical and cost outcomes for consultations delivered by VC when compared to TC. VC appear to be more clinically effective when visual information is required, when verbal communication with the patient is impaired and when patient engagement and retention is linked to clinical outcomes. We have provided conditions where VC should be used in preference to TC. These can be used by clinicians to guide the choice of telehealth modality. Cost effectiveness is also important to consider when choosing modality.

Remote Monitoring for Type 2 Diabetes: What Do Patients, Healthcare Professionals, and Executives Think?

The implementation of mobile health interventions is key to the future management of diabetes. A new model of digital care for type 2 diabetes using a Bluetooth-enabled blood glucose monitoring system has been implemented at the Princess Alexandra Hospital. The perceptions of patients, healthcare professionals, and executives involved in the implementation of this model have been assessed to establish the key facilitators and barriers to digital health intervention adoption.

Implementing a virtual emergency department to avoid unnecessary emergency department presentations.

OBJECTIVE: EDs are necessary for urgent health concerns; however, many physical ED visits could be better treated in alternate settings. The present study aimed to describe the feasibility, acceptability and effectiveness of a Virtual ED to reduce unnecessary physical ED presentations at a large tertiary health service in Australia. METHODS: This observational study using the RE-AIM framework (Reach, Efficacy, Adoption, Implementation and Maintenance) evaluated the feasibility of a Virtual ED using routinely collected health service data and process-evaluation to assess intervention fidelity and adherence between April 2020 and 31 March 2022. The primary outcome for the present study was the feasibility of the Virtual ED model of care. RESULTS: The Virtual ED received 2080 direct calls for patients with a mean age of 50.3 years, with 70.4% managed in the Virtual ED alone and 29.6% referred for physical ED presentation. Of the 2080 direct referrals, 95.8% were potentially avoidable ED presentations. Of those referred, 28.3% required an admission. Of calls managed entirely by Virtual ED, 18 (1.2%) unexpectedly required a hospital admission within 48 h. General practitioner respondents rated the Virtual ED service as helpful to very helpful. The service had an average of 212 referrals per month, with a 65.2% average growth rate. The Virtual ED service was considered helpful and clinically appropriate, with a high level of ED avoidance. CONCLUSION: The Virtual ED prevented 70% of community triaged patients from presenting to the physical ED, with good uptake from all referrers, supporting the use of virtual care pathways in emergency care management.

How do Twitter users feel about telehealth? A mixed-methods analysis of experiences, perceptions and expectations.

BACKGROUND: Telehealth use has increased considerably in the last years and evidence suggests an overall positive sentiment towards telehealth. Twitter has a wide userbase and can enrich our understanding of telehealth use by users expressing their personal opinions in an unprompted way. This study aimed to explore Twitter users' experiences, perceptions and expectations about telehealth over the last 5 years. METHODS: Mixed-methods study with sequential complementary quantitative and qualitative phases was used for analysis stages comprising (1) a quantitative semiautomated analysis and (2) a qualitative research-led thematic analysis. A machine learning model was used to establish the data set with relevant English language tweets from 1 September 2017 to 1 September 2022 relating to telehealth using predefined search words. Results were integrated at the end. RESULTS: From the initial 237,671 downloaded tweets, 6469 had a relevancy score above 0.8 and were input into Leximancer and 595 were manually analysed. Experiences, perceptions and expectations were categorised into three domains: experience with telehealth consultation, telehealth changes over time and the purpose of the appointment. The most tweeted experience was expectations for telehealth consultation in comparison to in-person consultations. Users mostly mentioned the hope that waiting times for the consultations to start to be less than in-person, more telehealth appointments to be available and telehealth to be cheaper. Perceptions around the use of telehealth in relation to healthcare delivery changes brought about by the COVID-19 pandemic were also expressed. General practitioners were mentioned six times more than other healthcare professionals. CONCLUSION/IMPLICATIONS: This study found that Twitter users expect telehealth services to be better, more affordable and more available than in-person consultations. Users acknowledged the convenience of not having to travel for appointments and the challenges to adapt to telehealth. PATIENT OR PUBLIC CONTRIBUTION: An open data set with 237,671 tweets expressing users' opinions in an unprompted way was used as a source for telehealth service users, caregivers and members of the public experiences, perceptions and expectations of telehealth.

Association between disordered eating and clinical outcomes following a surgical or endoscopic bariatric procedure: A real-world exploratory study.

Problem: Disordered eating, such as binge, graze, and emotional eating, has been strongly linked to weight gain. Improved understanding of disordered eating by adults who elect bariatric weight loss procedures in a real-world setting is required. Purpose: To determine the association between the number and type of disordered eating patterns (DEPs), as described by healthcare professionals during routine care without standardized assessment, with clinical outcomes in adults who elected a bariatric weight loss procedure. Method: An observational cohort study recruited laparoscopic sleeve gastrectomy (LSG) and endoscopic sleeve gastroplasty (ESG) patients. DEPs documented in the medical record during routine care were observed and tested for association with events (symptoms, side-effects, or adverse events), micronutrient deficiencies, weight loss, and attrition. Data were observed up to 12-month post-procedure. Results: 215 LSG and 32 ESG patients were recruited. The mean number of DEPs was 6.4 (SD: 2.1) and 6.4 (SD: 2.1) in the LSG and ESG cohorts, respectively. Night eating was associated with a higher number of events (p < 0.008) in the LSG cohort, and non-hungry eating was associated with a higher number of events in the ESG cohort (p < 0.001). ESG patients who had a surgical or medical event by 6-months post-procedure had mean 1.78 (95%CI: 0.67, 2.89) more DEPs (p = 0.004). DEPs were not associated with weight loss, micronutrient deficiencies, nor attrition. Conclusion: The treating healthcare team believed the LSG and ESG patients experienced a wide variety and high frequency of DEPs requiring multidisciplinary support. Non-hungry eating and night eating were associated with poorer outcomes following an LSG or ESG. Trial registration: The study was prospectively registered with the Australian New Zealand Clinical Trials Registry (ACTRN12622000332729).

The Role of a Smart Health Ecosystem in Transforming the Management of Chronic Health Conditions.

The effective management of chronic conditions requires an approach that promotes a shift in care from the clinic to the home, improves the efficiency of health care systems, and benefits all users irrespective of their needs and preferences. Digital health can provide a solution to this challenge, and in this paper, we provide our vision for a smart health ecosystem. A smart health ecosystem leverages the interoperability of digital health technologies and advancements in big data and artificial intelligence for data collection and analysis and the provision of support. We envisage that this approach will allow a comprehensive picture of health, personalization, and tailoring of behavioral and clinical support; drive theoretical advancements; and empower people to manage their own health with support from health care professionals. We illustrate the concept with 2 use cases and discuss topics for further consideration and research, concluding with a message to encourage people with chronic conditions, their caregivers, health care professionals, policy and decision makers, and technology experts to join their efforts and work toward adopting a smart health ecosystem.

A cross-sectional study exploring equity of access to telehealth in culturally and linguistically diverse communities in a major health service.

Objectives The utilisation of telehealth among culturally and linguistically diverse communities in Australia remains unexplored. We aimed to describe telehealth (telephone and videoconference) utilisation within a major health service and identify sociodemographic factors that may contribute to limited telehealth access. Methods A cross-sectional study was performed using service activity data from four metropolitan hospitals in Queensland, Australia. Outpatient department data (January to December 2021) were examined. These data included patients (N = 153 427) of all ages who had an outpatient appointment within 10 speciality services (i.e. Hepatology, Gastroenterology, Immunology and Psychology) that were the most frequent videoconference users. This study measured telehealth utilisation across the four tertiary hospitals and its association with sociodemographic factors. Descriptive statistics and regression analysis were used. Multivariate regression models were adjusted by sex, socioeconomic level and language use. Results Overall, 39% of appointments were delivered through telehealth, with 65% of all reported telehealth services involving a telephone consultation. People who required interpreter services were 66% less likely to use telehealth services (OR adjusted 0.33, 95% CI 0.31-0.36, P P Conclusion There is a gap in Australian telehealth service use for people with culturally diverse backgrounds and limited English proficiency. This study highlights a critical need to determine how people from culturally diverse backgrounds would like to engage with digital care options such as telehealth and the necessary support to enable this.

Trust and confidence in using telehealth in people with chronic kidney disease: A cross-sectional study.

Consumer trust and confidence in telehealth is pivotal to successful service implementation and effective consultations. This cross-sectional study measured trust and confidence in telephone and video consultations and associated with experience in telehealth modalities among people with chronic kidney disease at a metropolitan hospital in Australia. Self-report data were collected using validated trust and confidence in telehealth scales and 5-point Likert responses. Non-parametric tests were used to compare trust and confidence in telephone and video consultations (Wilcoxon Matched Pairs) and associations with telehealth experience (Mann-Whitney). Of the 156 survey participants, 96.2% had used telephone consultations and 28.9% had used video. Overall trust and confidence in using telehealth were high. Confidence (range 1-5) in using telephone consultations (mean 3.75 ± 0.71) was significantly higher than video consultation (mean 3.64 ± 0.74), p = 0.039. Trust in telephone consultations (mean 3.93 ± 0.64) was significantly higher than in video consultations (mean 3.67 ± 0.66), p < 0.001. There was a significant association between experience with telephone consultations and reported levels of trust and confidence in telephone consultations. Experience with video was significantly related to trust in video consultations, but not confidence. Given the substantial difference in experience between telehealth modalities, trust and confidence may change as further exposure occurs.

Does the requirement for an interpreter impact experience with telehealth modalities, acceptability and trust in telehealth? Results from a national survey including people requiring interpreter services.

We aimed to assess if experience with telehealth modalities, acceptability and levels of trust in telehealth vary with the need for an interpreter using a cross-sectional survey of telehealth consumers in Australia. Non-parametric tests were used to compare the means and percentages between those who required an interpreter and those who did not. A total of N = 1,116 completed the survey; 5% (n = 56) represented people needing an interpreter for telehealth services. Of those needing interpreters, 14.29% had experienced only phone consultations whereas 63.21% of those who did not need interpreters had experienced only phone consultations. Trust in telehealth with allied health professionals was significantly higher among people needing interpreters (mean 4.12 ± 1.02) than those with no interpreter required (mean 3.70 ± 1.30), p = 0.03. People requiring interpreters had non-significantly higher acceptability towards video consultation than those who did not (mean 3.60 ± 0.61 vs mean 3.51 ± 0.80, p = 0.42), similar to telephone consultations (mean 3.71 ± 0.95 vs mean 3.48 ± 0.79, p = 0.38). The need for interpreters does not appear to impact acceptability or trust in telehealth with doctors. However, experience with telehealth modalities and trust in telehealth with allied health varied significantly among groups. Increasing exposure to telehealth modalities, trust and acceptability is crucial to promote equitable access to telehealth.

Development and validation of the Digital Health Acceptability Questionnaire.

Acceptability (of healthcare services) is an important construct that lacks a consistent definition within research. Addressing this issue, a systematic review led to the Theoretical Framework of Acceptability. In this study, we describe the development (based on the Theoretical Framework of Acceptability) and validation of the Digital Health Acceptability Questionnaire. Nineteen items aligning with the Theoretical Framework of Acceptability were developed. Two versions of the questionnaire measuring telehealth acceptability by telephone (N = 644) and videoconference appointment (N = 425), were administered to a nationally representative survey of consumers in Australia. Two exploratory factor analyses (Oblimin rotation) were conducted for each scale (telephone/videoconference). Two-factor solutions (5 items each) were found for both (telephone/videoconference) acceptability questionnaires: (a) attitude toward the service as a means to address healthcare needs and affective attitude and (b) individual capacity and effort to use telehealth. Before rotation, Factor 1 of the telephone scale (α = 0.92) measured 56.18% of the variance and Factor 2 (α = 0.86) measured 14.17%. Factor 1 of the videoconference scale (α = 0.90) measured 56.68% of the variance and Factor 2 (α = 0.85) measured 10.63%. The full10-item acceptability questionnaire showed excellent internal consistency (telephone: α = 0.91 and videoconference: α = 0.92). The 2-dimensional Digital Health Acceptability Questionnaire is a brief survey based on research evidence and validated in a large Australian sample.

Maternal Dietary Patterns and Risk of Postpartum Depression: A Systematic Review.

OBJECTIVE: Postpartum depression (PPD) has deleterious effects on both maternal and child outcomes. Poor maternal nutrition during pregnancy has been implicated in the development of PPD. This review aimed to explore the association between the overall dietary intake patterns during pregnancy and the development of PPD. METHODS: A literature search was performed in PubMed, Embase, Scopus, CINAHL, and PsycINFO databases for relevant randomized controlled trials, cohort and cross-sectional studies published up to 17th September 2020. Included studies assessed at least one dietary pattern during pregnancy and reported on PPD. The Newcastle Ottawa Scale and the Joanna Briggs Institute critical appraisal tools were used to assess the quality of methodology. A narrative analysis was conducted. RESULTS: Ten studies (eight cohort and two cross-sectional) were included with substantial heterogeneity in measurements of dietary intake exposures and PPD. The studies identified several types of healthy dietary patterns, including a 'healthy', 'health conscious', 'Japanese', 'high-glycemic index/glycemic load', 'Vegetable', 'Nut-Fruit', 'Seafood', and 'compliance with the Australian Dietary Guidelines'. The 'Western', 'unhealthy', 'Beverage', 'Cereal-Meat', and 'Egg' were labelled as unhealthy dietary patterns. Four of the eight studies showed an inverse association between adherence to healthy diets and risk of PPD, whereas only one of the seven studies showed that adherence to unhealthy diets was associated with increased risk of PPD. Methodological quality of the studies varied across the sample. CONCLUSIONS: Our findings indicate that adherence to a healthy diet may be beneficial for PPD. However, the relationship between unhealthy diets and PPD needs to be corroborated by more high-quality studies.

What is already known about the topic? Nutrition has been implicated in the development, prevention and management of depression during pregnancy. Individual nutrients and foods do not consider the inter-relations of the combined exposures of the dietary components. Thus, overall dietary pattern that better represents the way pregnant women eat has been proposed to be linked with PPD.What this study adds? Healthy dietary patterns during pregnancy may be beneficial for PPD. However, the evidence suggests an inconclusive role of unhealthy dietary patterns and associations with PPD. Given the emerging evidence that supports a potential relationship between prenatal diet and maternal depressive symptoms, it is of utmost public health significance to continue research in this area.

A non-randomised feasibility study of a mHealth follow-up program in bariatric surgery.

BACKGROUND: Behavioural support via mobile health (mHealth) is emerging. This study aimed to assess the feasibility, acceptability, cost, and potential effect on weight of a mHealth follow-up program in bariatric surgery. METHODS: This was a non-randomised feasibility study describing intervention development and proof in the concept of a mHealth follow-up program in bariatric surgery. The study compares a prospective cohort with a historical control group and was conducted in a tertiary bariatric surgery service in Australia. The intervention group included individuals who had bariatric surgery (2019-2021) and owned a smart device, and the historical control group received usual postoperative care (2018). The intervention involved usual care plus codesigned biweekly text messages, monthly email newsletters, and online resources/videos over a 6-month period. The primary outcome measures included feasibility (via recruitment and retention rate), acceptability (via mixed methods), marginal costs, and weight 12 months postoperatively. Quantitative analysis was performed, including descriptive statistics and inferential and regression analysis. Multivariate linear regression and mixed-effects models were undertaken to test the potential intervention effect. Qualitative analysis was performed using inductive content analysis. RESULTS: The study included 176 participants (n = 129 historical control, n = 47 intervention group; mean age 56 years). Of the 50 eligible patients, 48 consented to participate (96% recruitment rate). One participant opted out of the mHealth program entirely without disclosing their reason (98% retention rate). The survey response rate was low (n = 16/47, 34%). Participants agreed/strongly agreed that text messages supported new behaviours (n = 13/15, 87%); however, few agreed/strongly agreed that the messages motivated goal setting and self-monitoring (n = 8/15, 53%), dietary change (n = 6/15, 40%), or physical activity (n = 5/15, 33%). Interviews generated four main themes (n = 12): 'motivators and expectations', 'preferences and relevance', 'reinforced information", and 'wanting social support'. The intervention reinforced information, email newsletters were lengthy/challenging to read, and text messages were favoured, yet tailoring was recommended. The intervention cost AUD 11.04 per person. The mean 12-month weight was 86 ± 16 kg and 90 ± 16 kg (intervention and historical control) with no statistically significant difference. Intervention recipients enrolled at 3 months postoperatively demonstrated a statistically significant difference in 12-month weight (p = 0.014). CONCLUSION: Although this study observed high rates of recruitment and retention, findings should be considered with caution as mHealth may have been embraced more by the intervention cohort as a result of the 2019 coronavirus pandemic. Of the various digital strategies developed and tested, the text message approach was the most acceptable; however, future intervention iterations could be strengthened through tailoring information when possible. The use of email newsletters and online resources/videos requires further testing of effectiveness to determine their value for continued use in bariatric surgery services.

A mixed-method study to inform the development and implementation of eHealth in a bariatric surgery service in an Australian public hospital.

AIM: This study aimed to explore patient barriers to accessing services, current technology ownership/use and digital device preferences for accessing health information/health service delivery. Additionally, it aimed to explore the Theoretical Domains Framework and the acceptability of future eHealth solutions in bariatric surgery. METHODS: This mixed-method study (survey and semi-structured interviews) was conducted in a bariatric surgery service in an Australian public hospital. Quantitative data were analysed descriptively, and the qualitative data were deductively and inductively analysed. RESULTS: This study included 117 participants (n = 102 surveyed and n = 15 interviewed). Most participants were aged ≥51 years (n = 70, 60%), and two-thirds were female (n = 76, 65%). One in three participants reported barriers to accessing services (n = 38, 37%), including parking, travel time, and taking time off work. Most participants preferred to receive or access additional health information via email (n = 84, 82%) and were willing to engage with health professionals via email (n = 92, 90%), text messages (n = 87, 85%), and telephone (n = 85, 83%). Deductive analysis of interviews generated three themes: 'Knowledge', 'Social influence' and 'Behavioural regulation, goals and environmental resources'. The inductive analysis generated one theme: 'Seeing a place for eHealth in service delivery'. CONCLUSION: This study's findings can potentially influence the development of future eHealth solutions. Text message, email, and online approaches may be suitable for delivering further information and resources to patients, particularly regarding diet and physical activity. Online health communities are being used by patients for social support and may be worth further investigation. In addition, developing a bariatric surgery mobile application may be beneficial.

Cost-effectiveness of telehealth-delivered nutrition interventions: a systematic review of randomized controlled trials.

CONTEXT: Telehealth-delivered nutrition interventions are effective in practice; however, limited evidence exists regarding their cost-effectiveness. OBJECTIVE: To evaluate the cost-effectiveness of telehealth-delivered nutrition interventions for improving health outcomes in adults with chronic disease. DATA SOURCES: PubMed, CENTRAL, CINAHL, and Embase databases were systematically searched from database inception to November 2021. Included studies were randomized controlled trials delivering a telehealth-delivered diet intervention conducted with adults with a chronic disease and that reported on cost-effectiveness or cost-utility analysis outcomes. DATA EXTRACTION: All studies were independently screened and extracted, and quality was appraised using the Consolidated Health Economic Evaluation Reporting Standards (CHEERS) checklist. DATA ANALYSIS: All extracted data were grouped into subcategories according to their telehealth modality and payer perspective, and were analyzed narratively. RESULTS: Twelve randomized controlled trials comprising 5 phone-only interventions, 3 mobile health (mHealth), 2 online, and 1 each using a combination of phone-online or phone-mHealth interventions, were included in this review. mHealth interventions were the most cost-effective intervention in all studies. Across all telehealth interventions and cost analyses from health service perspectives, 60% of studies were cost-effective. From a societal perspective, however, 33% of studies reported that the interventions were cost-effective. Of the 10 studies using cost-utility analyses, 3 were cost saving and more effective, making the intervention dominant, 1 study reported no difference in costs or effectiveness, and the remaining 6 studies reported increased cost and effectiveness, meaning payers must decide whether this falls within an acceptable willingness-to-pay threshold for them. Quality of study reporting varied with between 63% to 92%, with an average of 77% of CHEERS items reported. CONCLUSION: Telehealth-delivered nutrition interventions in chronic disease populations appear to be cost-effective from a health perspective, and particularly mHealth modalities. These findings support telehealth-delivered nutrition care as a clinically beneficial, cost-effective intervention delivery modality.

Artificial intelligence: Augmenting telehealth with large language models.

This brief editorial describes an emerging area of machine learning technology called large language models (LLMs). LLMs, such as ChatGPT, are the technological disruptor of this decade. They are going to be integrated into search engines (Bing and Google) and into Microsoft products in the coming months. They will therefore fundamentally change the way patients and clinicians access and receive information. It is essential that telehealth clinicians are aware of LLMs and appreciate their capabilities and limitations.

How do consumers prefer their care delivered: In-person, telephone or videoconference?

AIM: To gain a better understanding of consumer experiences with and preferences for telephone and videoconference consultations (telehealth), and how these compare to traditional in-person consultations. METHODS: A national cross-sectional survey was administered to a representative sample of Australian adults who have received a telehealth service within the last year. Consumers were recruited by Qualtrics® through their online sampling service. The sample was representative of the broader Australian population according to gender, age, location (state/territory), and place of residence (urban or remote). Information on demographics (e.g., age, gender, employment status), recent telehealth experience, and preferences for consultation modality was collected. To measure preferences consumers were asked to indicate which modality they would prefer (in-person, telephone, or videoconference) for different scenarios. These included consultations of various time lengths, and for the top ten conditions for which individuals sought a general practitioner. RESULTS: A total of 1069 consumers completed the survey. When consumers were asked to describe their most recent telehealth appointment, most were for follow-up appointments (67%) and completed by telephone (77%) rather than by videoconference, and with a general practitioner (75%). In-person consultations at a clinic were the top preference in all clinical scenarios presented, except when needing a prescription or to receive test results. In these cases, a telephone consultation was the preferred modality. Inexperience with videoconference and duration of consultation influenced preference for consultation mode. Consumers preferred to have short consultations of around five minutes done by telehealth (telephone or videoconference), while they preferred in-person for longer consultations (up to 60 minutes). CONCLUSIONS: Many Australians have used telehealth in the past year to access healthcare, with telephone being the most common form of communication. Given the option and the experience to date, consumers prefer telephone when consultations related to either prescriptions or test results. Experience with videoconference for consultations increased consumer preferences for using it for future consultations.