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Hu Y, Wang J, Zhou J, Gu Y, Nicholas S, Maitland E. Preferences of Individuals With Obesity for Online Medical Consultation in Different Demand Scenarios: Discrete Choice Experiments. J Med Internet Res 2024; 26:e53140. [PMID: 39602197 PMCID: PMC11635326 DOI: 10.2196/53140] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2023] [Revised: 05/28/2024] [Accepted: 09/30/2024] [Indexed: 11/29/2024] Open
Abstract
BACKGROUND Obesity is a unique chronic disease, with China having the largest number of people living with overweight and obesity in the world. There has been little research from the demand perspective for online medical consultation (OMC) by individuals living with obesity. With the growing demand for obesity OMC, especially due to the emergence of new pharmacotherapies, such as glucagon-like peptide-1 receptor agonists, individuals living with obesity are seeking both advice on obesity management and the prescription of obesity drugs. Therefore, our demand scenarios defined 2 OMC motivations to manage obesity: "For-Drugs" use and "For-Advice" use. OBJECTIVE This study aims to assess and compare the preferences for For-Drugs and For-Advice OMC among individuals living with obesity in China. METHODS Following the International Society for Pharmacoeconomics and Outcomes Research's checklist and comprising 400 participants assigned to the For-Drugs scenario and 400 to the For-Advice scenario, the For-Drugs and For-Advice preferences were estimated through discrete choice experiments. The groups in the 2 scenarios followed a similar distribution, and the 2 different demand scenarios shared the same discrete choice experiment design, comprising 16 choice sets with 6 representative attributes. Mixed logit modeling was used to estimate the willingness to pay and relative importance scores. RESULTS Doctors with well-known and general expert titles, versus ordinary doctors; doctors from high-level, provincial, tertiary, and municipal hospitals, versus lower-level county hospitals; less waiting time; and lower OMC fees were preferred in both the For-Drugs and For-Advice scenarios. The differences between the 2 scenarios lay in the consultation format, consultation duration, and the relative importance of consultation duration versus waiting time. The For-Advice group preferred telephone consultations, while the For-Drugs group did not; the For-Drugs group preferred longer consultation duration (β=.029), while the For-Advice group preferred shorter consultation duration (β=-.030); and the For-Drugs group rated consultation duration higher than waiting time, while the For-Advice group rated the waiting time as more important than consultation duration. Combined with our qualitative research, the differences can be explained by the different consultation needs in the 2 scenarios, where longer patient consultations were preferred by the For-Drugs patients who sought detailed advice on drug side effects, while quick and direct responses were preferred by the For-Advice participants. CONCLUSIONS By revealing user preferences on costs, doctors' titles and hospital level, wait time, and consultation duration and format, our research informs OMC platforms, OMC regulators, and doctors on market segmentation and service differentiation strategies.
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Affiliation(s)
- Yaolin Hu
- School of Economics, Peking University, Beijing, China
| | - Jian Wang
- Dong Fureng Institute of Economic and Social Development, Wuhan University, Wuhan, China
| | - Jianbo Zhou
- School of Economics, Peking University, Beijing, China
| | - Yuanyuan Gu
- Macquarie University Centre for the Health Economy, Macquarie Business School & Australian Institute of Health Innovation, Macquarie University, Sydney, Australia
| | - Stephen Nicholas
- Health Services Research and Workforce Innovation Centre, Newcastle Business School, University of Newcastle, Newcastle, Australia
- Australian National Institute of Management and Commerce, Sydney, Australia
| | - Elizabeth Maitland
- School of Management, University of Liverpool, Liverpool, United Kingdom
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Hu Y, Wang J, Gu Y, Nicholas S, Maitland E, Zhou J. Online medical consultation in China: Demand-side analysis of obese patients' preferences and willingness-to-pay for online obesity consultations. Digit Health 2024; 10:20552076241272525. [PMID: 39119552 PMCID: PMC11307359 DOI: 10.1177/20552076241272525] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2024] [Accepted: 07/16/2024] [Indexed: 08/10/2024] Open
Abstract
Objective With obesity a major health concern and call on healthcare resources in China, we explored the preferences and willingness to pay (WTP) for obesity OMC, including the influencing factors behind WTP and preferences. Method We recruited 400 obese participants to undertake a discrete choice experiment (DCE) and the contingent value method (CVM) survey. We used CVM to measure obese participants' WTP for one-click services (OCS) and used DCE to estimate obesity participants' preferences and WTP for OMC with different attributes. Results Obese participants were willing to pay more than RMB80 on average for OCS, and more than 50% of participants had a WTP over RMB50 and 5% had a WTP over RMB300, reflecting the strong willingness of Chinese obese patients to pay for OMC. Educational background, income, ethnicity, previous OMC experience and accessibility to offline hospitals with different levels impacted WTP. The relative importance score of attributes in descending order was cost, doctors' hospital level, doctors' level, online waiting time, consultation time and consultation form. Obese patients preferred lower cost, doctors from higher-level hospitals, doctors with higher expertise levels, shorter waiting time and consultation duration, and telephone consultation were preferred. 30-min waiting time, 15-min consultation duration and telephone consultation were the most economically efficient set we found. Conclusion To maximize health resources, provincial tertiary and municipal hospitals face different paths to developing obesity OMC platforms. We encouraged young doctors to use OMC. OMC regulators should implement consumer protection policies to optimize OMC pricing and address potential 'unfair' pricing.
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Affiliation(s)
- Yaolin Hu
- School of Economics, Peking University, Beijing, China
| | - Jian Wang
- Dong Fureng Institute of Economic and Social Development, Wuhan University, Wuhan, China
- Center for Health Economics and Management, Economics and Management School, Wuhan University, Wuhan, China
| | - Yuanyuan Gu
- Macquarie University Centre for the Health Economy, Macquarie Business School & Australian Institute of Health Innovation, Macquarie University, Sydney, NSW, Australia
| | - Stephen Nicholas
- Health Services Research and Workforce Innovation Centre, Newcastle Business School, University of Newcastle, Newcastle, NSW, Australia
- Australian National Institute of Management and Commerce, Sydney, Australia
| | | | - Jianbo Zhou
- School of Economics, Peking University, Beijing, China
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Benvenutto‐Vargas VP, Ochoa‐Hueso R. Effects of nitrogen deposition on the spatial pattern of biocrusts and soil microbial activity in a semi‐arid Mediterranean shrubland. Funct Ecol 2020. [DOI: 10.1111/1365-2435.13512] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Affiliation(s)
| | - Raúl Ochoa‐Hueso
- Department of Ecology Universidad Autónoma de Madrid Madrid Spain
- Department of Biology IVAGROUniversity of CádizCampus de Excelencia Internacional Agroalimentario (ceiA3) Puerto Real Cádiz Spain
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Sousa P, Martinho R, Reis CI, Dias SS, Gaspar PJS, Dixe MDA, Luis LS, Ferreira R. Controlled trial of an mHealth intervention to promote healthy behaviours in adolescence (TeenPower): Effectiveness analysis. J Adv Nurs 2019; 76:1057-1068. [PMID: 31880009 DOI: 10.1111/jan.14301] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/03/2019] [Revised: 11/15/2019] [Accepted: 12/17/2019] [Indexed: 01/13/2023]
Abstract
AIM To evaluate the effectiveness on lifestyle change of an mHealth intervention to promote healthy behaviours in adolescence (TeenPower) and to analyse the predictors of the mHealth intervention effectiveness. DESIGN This study is designed as a non-randomized controlled trial with a two-arm structure. METHODS Adolescents of 12-16-year old were recruited from three school districts, with access to the Internet and smartphone/tablet devices. The intervention group was invited to engage in the mHealth intervention (TeenPower) for 6 months in addition to a school-based intervention. The control group only followed the school-based intervention. A repeated measures factorial ANOVA was used and the main effectiveness outcome was the lifestyle change measured by the adolescent lifestyle profile. RESULTS The outcomes of the mHealth intervention (TeenPower) show a significant effect on nutrition (ƞ2 p = 0.03, p = .03), positive life perspective (ƞ2 p = 0.04, p = .01), and global lifestyle (ƞ2 p = 0.02, p = .05), with a dropout rate of 62.1%. The analysis of the effectiveness predictors of the mHealth intervention suggested that older adolescents tended to show a significant increase in the rates of stress management (r = .40; p < .05). CONCLUSIONS Although the considerable dropout rate, the mHealth intervention presented significant impact on multiple lifestyle domains, providing support for the effectiveness of mHealth interventions for health promotion as an add-on to standard interdisciplinary interventions. IMPACT Adolescents must have the necessary and appropriate knowledge for the correct and responsible decision-making regarding their health and lifestyle. Innovative strategies (mHealth intervention) were used to promote healthy behaviours. This study evaluates the effectiveness of an mHealth intervention (TeenPower) specifically designed for adolescents. We found a significant impact in several lifestyle domains such as health responsibility, nutrition, positive life perspective, and global lifestyle.
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Affiliation(s)
- Pedro Sousa
- Health Sciences Research Unit: Nursing (UICISA: E), Nursing School of Coimbra (ESEnfC), Coimbra, Portugal.,ciTechCare, Centre for Innovative Care and Health Technology, Polytechnic Institute of Leiria, Leiria, Portugal
| | - Ricardo Martinho
- School of Technology and Management, Polytechnic of Leiria, Leiria, Portugal.,Centre for Research in Health Technologies and Information Systems (CINTESIS), University of Porto, Porto, Portugal
| | - Catarina I Reis
- School of Technology and Management, Polytechnic of Leiria, Leiria, Portugal
| | - Sara S Dias
- ciTechCare, Centre for Innovative Care and Health Technology, Polytechnic Institute of Leiria, Leiria, Portugal.,School of Health Sciences, Polytechnic Institute of Leiria, Leiria, Portugal.,EpiDoC Unit - CEDOC, NOVA Medical School - Universidade Nova de Lisboa (NMS-UNL), Lisboa, Portugal
| | - Pedro J S Gaspar
- ciTechCare, Centre for Innovative Care and Health Technology, Polytechnic Institute of Leiria, Leiria, Portugal.,School of Health Sciences, Polytechnic Institute of Leiria, Leiria, Portugal
| | - Maria Dos Anjos Dixe
- ciTechCare, Centre for Innovative Care and Health Technology, Polytechnic Institute of Leiria, Leiria, Portugal.,School of Health Sciences, Polytechnic Institute of Leiria, Leiria, Portugal
| | - Luis S Luis
- ciTechCare, Centre for Innovative Care and Health Technology, Polytechnic Institute of Leiria, Leiria, Portugal.,School of Health Sciences, Polytechnic Institute of Leiria, Leiria, Portugal
| | - Regina Ferreira
- CIIS-UC, UI-IPSantarém, School of Health Sciences, Polytechnic Institute of Santarém, Santarém, Portugal.,UMIS-School of Health Sciences, Santarém, Portugal
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Sousa P, Duarte E, Ferreira R, Esperança A, Frontini R, Santos-Rocha R, Luís L, Dias SS, Marques N. An mHealth intervention programme to promote healthy behaviours and prevent adolescent obesity (TeenPower): A study protocol. J Adv Nurs 2019; 75:683-691. [DOI: 10.1111/jan.13905] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2018] [Accepted: 09/25/2018] [Indexed: 01/12/2023]
Affiliation(s)
- Pedro Sousa
- School of Health Sciences; Polytechnic Institute of Leiria; Leiria Portugal
- Centre for Innovative Care and Health Technology; Polytechnic Institute of Leiria; Castelo Branco Portugal
| | - Emília Duarte
- School of Health Sciences Dr. Lopes Dias; Polytechnic Institute of Castelo Branco; Castelo Branco Portugal
| | - Regina Ferreira
- CIIS-UCP; UI-IPSantarém; School of Health Sciences; Polytechnic Institute of Santarém; Santarem Portugal
| | | | - Roberta Frontini
- Centre for Innovative Care and Health Technology; Polytechnic Institute of Leiria; Castelo Branco Portugal
| | - Rita Santos-Rocha
- Sport Sciences School of Rio Maior; Polytechnic Institute of Santarém; Santarem Portugal
- Neuromechanics of Human Movement Group; Interdisciplinary Centre for the Study of Human Performance; Faculty of Human Kinetics; University of Lisbon; Lisbon Portugal
| | - Luís Luís
- School of Health Sciences; Polytechnic Institute of Leiria; Leiria Portugal
- Centre for Innovative Care and Health Technology; Polytechnic Institute of Leiria; Castelo Branco Portugal
| | - Sara S. Dias
- School of Health Sciences; Polytechnic Institute of Leiria; Leiria Portugal
- Centre for Innovative Care and Health Technology; Polytechnic Institute of Leiria; Castelo Branco Portugal
- EpiDoC Unit; CEDOC; NOVA Medical School; Universidade Nova de Lisboa (NMS-UNL); Lisboa Portugal
| | - Nuno Marques
- Design and Arts Research Lab (LIDA); Observatory on Inclusion and Accessibility in Action (iACT) - CICS.NOVA.IPLeiria; Leiria Portugal
- School of Arts and Design (ESAD.CR); Polytechnic Institute of Leiria; Leiria Portugal
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Sousa PMLD, Gaspar P, Fonseca H, Gaspar F. Association between treatment adherence and quality of life among overweight adolescents. CAD SAUDE PUBLICA 2017; 33:e00171815. [DOI: 10.1590/0102-311x00171815] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2015] [Accepted: 04/06/2016] [Indexed: 11/22/2022] Open
Abstract
Overweight is an extra burden for adolescent development and can trigger severe physical and psychosocial problems. This cross-sectional correlational study aimed to analyze the association between treatment adherence and obesity-related quality of life among overweight adolescents. The sample consisted of 94 adolescents attending a specialized Pediatric Obesity Clinic in Portugal, 48.94% of whom were boys and 51.06% girls, with a median age of 14.17 years (SD = 1.51). A positive correlation was found between obesity-related quality of life and adherence to weight control. The influence of parents and caregivers on the adherence to weight control is significantly associated with increased physical comfort, better social life and family relations. These results highlight the importance of behavioral change and adherence to weight control as pillars of a better quality of life among overweight adolescents. Obesity management programs need to focus on multiple criteria of treatment effectiveness, such as obesity-related quality of life.
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Fonseca H, Prioste A, Sousa P, Gaspar P, Machado MDC. Effectiveness analysis of an internet-based intervention for overweight adolescents: next steps for researchers and clinicians. BMC OBESITY 2016; 3:15. [PMID: 26966545 PMCID: PMC4784348 DOI: 10.1186/s40608-016-0094-4] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 09/21/2015] [Accepted: 02/25/2016] [Indexed: 11/13/2022]
Abstract
BACKGROUNDS The development of effective strategies for the management of overweight in adolescence is a well recognized need. The current study investigates the effectiveness of an e-therapeutic platform (Next.Step) which aims to promote weight management skills and the adoption of health-promoting behaviours among overweight adolescents. METHODS We conducted a randomized clinical trial with a sample of 80 adolescents. The control group followed the standard intervention. The experimental group was invited to access the platform during 12 weeks in addition to the standard intervention. RESULTS Although there was no change in the primary outcomes (body mass index and percentage of fat mass), the results suggest that the program is associated with an improvement in the 'positive perspective of life' and 'benefits perceived from the intervention', which have been identified as relevant factors for an effective weight management. CONCLUSIONS Our findings provide little support for the effectiveness of internet-based weight management programs as an add-on to the standard intervention. TRIAL REGISTRATION NCT01904474.
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Affiliation(s)
- Helena Fonseca
- />Department of Pediatrics, Faculdade de Medicina, Hospital de Santa Maria, Universidade de Lisboa, Av. Prof Egas Moniz 1, 1649-028 Lisboa, Portugal
- />Rheumatology Research Unit, Instituto de Medicina Molecular, Faculdade de Medicina, Universidade de Lisboa, Lisboa, Portugal
| | - Ana Prioste
- />Faculdade de Psicologia, Universidade de Lisboa, Lisboa, Portugal
- />Escola de Psicologia e Ciências da Vida, COPELABS, Universidade Lusófona de Humanidades e Tecnologias, Lisboa, Portugal
| | - Pedro Sousa
- />Instituto Politécnico de Leiria, Leiria, Portugal
| | - Pedro Gaspar
- />Instituto Politécnico de Leiria, Leiria, Portugal
| | - Maria do Céu Machado
- />Department of Pediatrics, Faculdade de Medicina, Hospital de Santa Maria, Universidade de Lisboa, Av. Prof Egas Moniz 1, 1649-028 Lisboa, Portugal
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Changes of dietary patterns during participation in a web-based weight-reduction programme. Public Health Nutr 2015; 19:1211-21. [DOI: 10.1017/s1368980015002852] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
AbstractObjectiveTo examine the weight-loss success associated with distinct dietary patterns and to determine changes of these dietary patterns during participation in a web-based weight-reduction programme.DesignFactor analysis was used to identify the dietary patterns of twenty-two food groups that were administered in 14 d dietary protocols at baseline and after 3 months. Successful weight loss (≥5 % of initial weight) and BMI were calculated. Logistic regression analyses were used to assess the rates of weight-loss success from each dietary pattern and changing or remaining in the initial dietary pattern. A generalised linear mixed model was used to estimate the effects of changing or staying in a dietary pattern on change in BMI.SubjectsAdults (n 1635) aged 18–81 years.SettingUsers of a web-based weight-reduction programme (2006–2012).ResultsParticipants who aligned to a healthful dietary pattern at baseline (OR=1·8; 95 % CI 1·5, 2·3) and after 3 months (OR=1·5; 95 % CI 1·2, 1·9) had a greater chance of successfully losing weight. After adjusting for age, sex, initial dietary pattern and BMI, participants who started with or changed to the healthful dietary pattern had a greater chance of being successful (OR=1·4; 95 % CI 1·1, 1·7) and a higher BMI reduction of 0·30 (95 % CI 0·2, 0·5) kg/m2 compared with those who started with or changed to the energy-dense or high-carbohydrate dietary pattern.ConclusionsA favourable healthful dietary pattern at the beginning and after 3 months was positively associated with anthropometry. However, successful weight loss was feasible in each dietary pattern.
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Sousa P, Fonseca H, Gaspar P, Gaspar F. Controlled trial of an Internet-based intervention for overweight teens (Next.Step): effectiveness analysis. Eur J Pediatr 2015; 174:1143-57. [PMID: 25772743 PMCID: PMC4543424 DOI: 10.1007/s00431-015-2502-z] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/21/2014] [Revised: 01/30/2015] [Accepted: 02/10/2015] [Indexed: 12/31/2022]
Abstract
UNLABELLED Adolescent obesity is a major health problem. The need for effective adolescent weight management programs is of high clinical and public health relevance. This study evaluates the effectiveness of an e-therapeutic platform (Next.Step), aiming to promote weight management skills and the adoption of health-promoting lifestyles. This nonrandomized clinical trial with control group uses a sample of 94 adolescents who attended a paediatric obesity clinic. The experimental group was invited to access the platform Next.Step during 24 weeks, in addition to the standard treatment program. The control group followed the standard treatment protocol and joined a waiting list. Overall, the outcomes of the e-therapeutic program were not substantially better than those obtained with a traditional kind of intervention despite the intervention being associated with an improved health responsibility score (d = 0.51; p = 0.014). Several predictors of the Next.Step effectiveness were found. CONCLUSION Although the e-therapeutic program led to a significant increase in health responsibility, inconclusive results were found regarding the program effectiveness compared to the standard multidisciplinary intervention. The lack of significant differences between groups may be due to the reduced rates of program adherence and the high dropout rate. WHAT IS KNOWN • Adolescent obesity has reached epidemic proportions, and standard treatment programs have been unable to achieve the desired adherence so far. • Internet-based programs have already shown positive results in the adult obese population, but information is scarce regarding adolescents. WHAT IS NEW • This study assesses the effectiveness of a structured case management program including communication technologies on both the behavioural change and the health of obese adolescents. • The e-therapeutic program led to an increase in health responsibility.
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Affiliation(s)
- Pedro Sousa
- School of Health Sciences, Polytechnic Institute of Leiria, Leiria, Portugal,
| | - Helena Fonseca
- />Faculdade de Medicina da Universidade de Lisboa, Lisbon, Portugal , />Paediatric Obesity Clinic, Department of Paediatrics, Hospital de Santa Maria (HSM), Lisbon, Portugal
| | - Pedro Gaspar
- />School of Health Sciences, Polytechnic Institute of Leiria, Leiria, Portugal , />Health Research Unit (UIS) of the Polytechnic Institute of Leiria, Leiria, Portugal
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Sousa P, Fonseca H, Gaspar P, Gaspar F. Internet-based intervention programme for obese adolescents and their families (Next.Step): research protocol of a controlled trial. J Adv Nurs 2013; 70:904-14. [PMID: 24020828 DOI: 10.1111/jan.12245] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 08/10/2013] [Indexed: 11/28/2022]
Abstract
AIM This paper describes the design and rationale of a controlled trial that aims to determine the effectiveness of an intervention programme in which the internet is used. BACKGROUND Adolescent obesity is a major health problem, there being urgency to find effective interventions that induce behavioural change. The inclusion of the internet in the intervention may improve adolescents' adherence to the weight management programme and lead to adoption of healthier lifestyles. DESIGN A clinical trial with a control group (non-randomized). METHODS Participants are adolescents with appointments at a paediatric obesity clinic (Portugal). Sample size was calculated according to the power analysis. The experimental group will follow the standard treatment protocol and receive free access to the e-therapeutic platform. The control group will follow the standard treatment protocol and join a waiting list. Intervention length will be 36 weeks (24 weeks of direct intervention with a follow-up for 12 weeks). This study was approved by the Ethical Committee for Health (Lisbon, Portugal) in January 2012 and funded by the Foundation for Science and Technology (Portugal) in December 2012. DISCUSSION The results of this research will promote reflection on new approaches directed to treat adolescent obesity and on the promotion of healthy behaviours. We expect to gather empirical evidence of the intervention programme effectiveness. The expectations lie on the population health gains, empowerment in decision-making and adoption of healthier lifestyles.
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Affiliation(s)
- Pedro Sousa
- School of Health Sciences, Polytechnic Institute of Leiria, Portugal; Health Research Unit (UIS) of the Polytechnic Institute of Leiria, Portugal
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Reed VA, Schifferdecker KE, Rezaee ME, O'Connor S, Larson RJ. The effect of computers for weight loss: a systematic review and meta-analysis of randomized trials. J Gen Intern Med 2012; 27:99-108. [PMID: 21805218 PMCID: PMC3250551 DOI: 10.1007/s11606-011-1803-9] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/16/2010] [Revised: 04/05/2011] [Accepted: 06/24/2011] [Indexed: 10/17/2022]
Abstract
BACKGROUND The use of computers to deliver education and support strategies has been shown to be effective in a variety of conditions. We conducted a systematic review and meta-analysis to evaluate the impact of computer-based technology on interventions for reducing weight. METHODS We searched MEDLINE, CENTRAL, CINAHL, PsycINFO, Google Scholar and ClinicalTrials.gov (all updated through June 2010) for randomized controlled trials evaluating the effect of computer-based technology on education or support interventions aimed at reducing weight in overweight or obese adults. We calculated weighted mean differences (WMD) and 95% confidence intervals (CI) using random effects models. RESULTS Eleven trials with 13 comparisons met inclusion criteria. Based on six comparisons, subjects who received a computer-based intervention as an addition to the standard intervention given to both groups lost significantly more weight (WMD -1.48 kg, 95% CI -2.52, -0.43). Conversely, based on six comparisons, subjects for whom computer-based technology was substituted to deliver an identical or highly comparable intervention to that of the control group lost significantly less weight (WMD 1.47 kg, 95% CI 0.13, 2.81). Significantly different weight loss seen in "addition" comparisons with less than six months of follow-up (WMD -1.95 kg, 95% CI -3.50, -0.40, two comparisons) was not seen in comparisons with longer follow-up (-1.08 kg, 95% CI -2.50, 0.34, four comparisons). Analyses based on quality and publication date did not substantially differ. CONCLUSIONS While the addition of computer-based technology to weight loss interventions led to statistically greater weight loss, the magnitude (<1.5 kg) was small and unsustained.
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