Development of a web-based intervention for the indicated prevention of depression

Kelders, Saskia M; Pots, Wendy TM; Oskam, Maarten Jan; Bohlmeijer, Ernst T; van Gemert-Pijnen, Julia EWC

doi:10.1186/1472-6947-13-26

Cited by 81Digital Mental Health InterventionsMobile Health and mHealth ApplicationsUsability and User Interface Design

Development of a web-based intervention for the indicated prevention of depression

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Kelders, Saskia M, Pots, Wendy TM, Oskam, Maarten Jan, Bohlmeijer, Ernst T, van Gemert-Pijnen, Julia EWC·2013·BMC Medical Informatics and Decision Making

DOI 10.1186/1472-6947-13-26PMC PMC3598782

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Abstract

BACKGROUND: To reduce the large public health burden of the high prevalence of depression, preventive interventions targeted at people at risk are essential and can be cost-effective. Web-based interventions are able to provide this care, but there is no agreement on how to best develop these applications and often the technology is seen as a given. This seems to be one of the main reasons that web-based interventions do not reach their full potential. The current study describes the development of a web-based intervention for the indicated prevention of depression, employing the CeHRes (Center for eHealth Research and Disease Management) roadmap. The goals are to create a user-friendly application which fits the values of the stakeholders and to evaluate the process of development. METHODS: The employed methods are a literature scan and discussion in the contextual inquiry; interviews, rapid prototyping and a requirement session in the value specification stage; and user-based usability evaluation, expert-based usability inspection and a requirement session in the design stage. RESULTS: The contextual inquiry indicated that there is a need for easily accessible interventions for the indicated prevention of depression and web-based interventions are seen as potentially meeting this need. The value specification stage yielded expected needs of potential participants, comments on the usefulness of the proposed features and comments on two proposed designs of the web-based intervention. The design stage yielded valuable comments on the system, content and service of the web-based intervention. CONCLUSIONS: Overall, we found that by developing the technology, we successfully (re)designed the system, content and service of the web-based intervention to match the values of stakeholders. This study has shown the importance of a structured development process of a web-based intervention for the indicated prevention of depression because: (1) it allows the development team to clarify the needs that have to be met for the intervention to be of use to the target audience; and (2) it yields feedback on the design of the application that is broader than color and buttons, but encompasses comments on the quality of the service that the application offers.

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The CeHRes Roadmap has been successfully used to develop effective digital interventions.
“The framework has been successfully used to develop effective digital interventions (Kelders et al., 2013; Kip et al., 2019).”
From Strength Back – A qualitative study on the co-creation of a positive psychology digital health intervention for spinal surgery patients (2023) · cites this paper as Kelders et al., 2013
The Background says the study used the CeHRes roadmap to develop a web-based intervention. But the Discussion > Limitations explicitly says the intervention’s effectiveness was not assessed, so this paper does not support calling it effective. (LLM, conf=0.90)
Experimental — accuracy not yet measured
An online intervention is not just a simple translation of a regular face-to-face therapy to an online environment.
“An online intervention is not just a simple translation of a regular face-to-face therapy to an online environment [27].”
From Blending online therapy into regular face-to-face therapy for depression: content, ratio and preconditions according to patients and therapists using a Delphi study (2014) · cites this paper as [27]

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Klaassen, B., van Beijnum, B.-J. F., & Hermens, H. J. (2016) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2016.06.004 · Cited by 152 · see citing works
Acceptance and commitment therapy as a web-based intervention for depressive symptoms: Randomised controlled trial
Pots, W. T. M., Fledderus, M., Meulenbeek, P. A. M., ten Klooster, P. M., Schreurs, K. M. G., & Bohlmeijer, E. T. (2016) · British Journal of Psychiatry · doi:10.1192/bjp.bp.114.146068 · Cited by 133 · see citing works
Self-citation
Comparing human and automated support for depression: Fractional factorial randomized controlled trial
Kelders, S. M., Bohlmeijer, E. T., Pots, W. T. M., & van Gemert-Pijnen, J. E. W. C. (2015) · Behaviour Research and Therapy · doi:10.1016/j.brat.2015.06.014 · Cited by 105 · see citing works
Self-citation
Feasibility of an eHealth application “OncoKompas” to improve personalized survivorship cancer care
Duman-Lubberding, S., van Uden-Kraan, C. F., Jansen, F., Witte, B. I., van der Velden, L. A., Lacko, M., Cuijpers, P., Leemans, C. R., & Verdonck-de Leeuw, I. M. (2016) · Supportive Care in Cancer · doi:10.1007/s00520-015-3004-2 · Cited by 112 · see citing works
Participatory Methods to Engage Health Service Users in the Development of Electronic Health Resources: Systematic Review
Moore, G., Wilding, H., Gray, K., & Castle, D. (2019) · Journal of Participatory Medicine · doi:10.2196/11474 · Cited by 95 · see citing works
“…iterative development process, prototype, think aloud, usability testing, cognitive walkthrough CeHRes Roadmap, Human Centered Design Kelders 2013 [46] Ethics approval, interviews (HSU), interviews (HSP), thematic analysis, content creation (HSU), iterative development process, prototype,…”
Method
Exploring mental health providers' interest in using web and mobile-based tools in their practices
Schueller, S. M., Washburn, J. J., & Price, M. (2016) · Internet Interventions · doi:10.1016/j.invent.2016.06.004 · Cited by 98 · see citing works
Participants, Usage, and Use Patterns of a Web-Based Intervention for the Prevention of Depression Within a Randomized Controlled Trial
Kelders, S. M., Bohlmeijer, E. T., & Van Gemert-Pijnen, J. E. (2013) · Journal of Medical Internet Research · doi:10.2196/jmir.2258 · Cited by 88 · see citing works
“The intervention was developed employing methods from the CeHRes Roadmap for eHealth development [10] and this process is described elsewhere [45].”
Self-citation
Electronic Health Record Portal Adoption: a cross country analysis
Tavares, J., & Oliveira, T. (2017) · BMC Medical Informatics and Decision Making · doi:10.1186/s12911-017-0482-9 · Cited by 88 · see citing works
“When redeploying or designing an EHR portal, we should thus strive to make it easy and simple for the healthcare consumers to use [21, 90, 91].”
BackgroundMethod
Electronic Health Record Portals adoption: Empirical model based on UTAUT2
Tavares, J., Goulão, A. P. B. A., & Oliveira, T. (2017) · Informatics for Health and Social Care · doi:10.1080/17538157.2017.1363759 · Cited by 83 · see citing works
“It is very important when designing or redeploying an EHR portal to make it easy and simple to use, and we therefore suggest that a pilot application should be tested by the potential users of the platform so that improvements can be made in the development stage to increase the acceptance of the platform.(55,56) Soci…”
Methods for Human-Centered eHealth Development: Narrative Scoping Review
Kip, H., Keizer, J., da Silva, M. C., Beerlage-de Jong, N., Köhle, N., & Kelders, S. M. (2022) · Journal of Medical Internet Research · doi:10.2196/31858 · Cited by 67 · see citing works
“[15,21,24,26,28-31,33,34,40,44,45,47,49,50,52,54-56, 58,61,67,69,70,74,76,78,79,81,83,84,88,89,91,96-129,178] 21 (30) 32 (46) 41 (59) Interview (n=70) [15,24,26,29,32-34,46, 49”
Self-citation
Combining e‐mental health intervention development with human computer interaction ( <scp>HCI</scp> ) design to enhance technology‐facilitated recovery for people with depression and/or anxiety conditions: An integrative literature review
Søgaard Neilsen, A., & Wilson, R. L. (2019) · International Journal of Mental Health Nursing · doi:10.1111/inm.12527 · Cited by 71 · see citing works
Methods for Human-Centered eHealth Development: Narrative Scoping Review (Preprint)
Kip, H., Keizer, J., da Silva, M. C., Beerlage-de Jong, N., Köhle, N., & Kelders, S. M. (2021) · doi:10.2196/preprints.31858 · Cited by 67 · see citing works
Self-citation
An eHealth Application in Head and Neck Cancer Survivorship Care: Health Care Professionals' Perspectives
Duman-Lubberding, S., van Uden‐Kraan, C. F., Peek, N. B., Cuijpers, P. J., Leemans, C. R., & Leeuw, I. M. V. (2015) · Journal of Medical Internet Research · doi:10.2196/jmir.4870 · Cited by 53 · see citing works
“Initial codes for the CWs were generated focusing on system quality (ease of use), content quality (usefulness and relevance), and service quality (the process of care provided) [15,19,20].”
An online self-care education program to support patients after total laryngectomy: feasibility and satisfaction
Cnossen, I. C., van Uden‐Kraan, C. F., Eerenstein, S. E. J., Jansen, F., Lissenberg-Witte, B. I., Lacko, M., Hardillo, J. A., Honings, J., Halmos, G. B., Goedhart-Schwandt, N. L. Q., et al. (2015) · Supportive Care in Cancer · doi:10.1007/s00520-015-2896-1 · Cited by 50 · see citing works
“To ensure that ITwC would adequately meet the needs of the end-users, a participatory design approach was followed, with stakeholders’ involvement in the development process [16, 17].”
Method
How and for whom does web-based acceptance and commitment therapy work? Mediation and moderation analyses of web-based ACT for depressive symptoms
Pots, W. T. M., Trompetter, H. R., Schreurs, K. M. G., & Bohlmeijer, E. T. (2016) · BMC Psychiatry · doi:10.1186/s12888-016-0841-6 · Cited by 46 · see citing works
“[38].”
Self-citation
No personalization without participation: on the active contribution of psychiatric patients to the development of a mobile application for mental health
Pelletier, J., Rowe, M., François, N., Bordeleau, J., & LUPIEN, S. J. (2013) · BMC Medical Informatics and Decision Making · doi:10.1186/1472-6947-13-78 · Cited by 48 · see citing works
“Redesigning an app to match the expectations and values of psychiatric patients involved more than feedback on the app’s colors and buttons: encompassed comments on the quality of the service and how this app could be integrated into service delivery and organizational processes [31,32].”
Background
The Importance of Systematically Reporting and Reflecting on eHealth Development: Participatory Development Process of a Virtual Reality Application for Forensic Mental Health Care
Kip, H., Kelders, S. M., Bouman, Y. H. A., & van Gemert-Pijnen, L. J. E. W. C. (2019) · Journal of Medical Internet Research · doi:10.2196/12972 · Cited by 40 · see citing works
“This might result in a tool kit that researchers can use to choose and operationalize methods.”
InfluentialSelf-citation
Enhancing reciprocal partner support to prevent perinatal depression and anxiety: a Delphi consensus study
Pilkington, P. D., Milne, L. C., Cairns, K., & Whelan, T. A. (2016) · BMC Psychiatry · doi:10.1186/s12888-016-0721-0 · Cited by 41 · see citing works
“A more dynamic and engaging format, such as a website, may be more effective in eliciting behavior change [67].”
Background
The CeHRes Roadmap 2.0: Update of a Holistic Framework for Development, Implementation, and Evaluation of eHealth Technologies
Kip, H., Jong, N. B.-D., van Gemert‐Pijnen, J. E. W. C., & Kelders, S. M. (2024) · Journal of Medical Internet Research · doi:10.2196/59601 · Cited by 41 · see citing works
“…of frameworks like the Roadmap mostly requires sharing experiences with and lessons learned from its application, which again emphasizes the importance of systematically reporting and reflecting on development, implementation, and evaluation processes, in line with reporting guidelines [13,14,31].”
Self-citation
Engagement features judged by excessive drinkers as most important to include in smartphone applications for alcohol reduction: A mixed-methods study
Perski, O., Baretta, D., Blandford, A., West, R., & Michie, S. (2018) · DIGITAL HEALTH · doi:10.1177/2055207618785841 · Cited by 31 · see citing works
“The design of health apps is often driven by the possibility of using technology, and not because the target group has expressed a need for such technology.(14) The terms ‘co-design’ and ‘user-centred design’ are used to denote design processes in which potential users influence whether and how a design takes shape.”
Background
Adults’ Preferences for Behavior Change Techniques and Engagement Features in a Mobile App to Promote 24-Hour Movement Behaviors: Cross-Sectional Survey Study
DeSmet, A., Bourdeaudhuij, I. D., CHASTIN, S. F. M., Crombez, G., Maddison, R., & Cardon, G. (2019) · JMIR mhealth and uhealth · doi:10.2196/15707 · Cited by 33 · see citing works
“User-centered design, in which user preferences for BCTs and other intervention features are taken into account, can help increase user engagement [20-22].”
Background
A Participatory Design Approach to Develop a Web-Based Self-Care Program Supporting Early Rehabilitation among Patients after Total Laryngectomy
Cnossen, I. C., van Uden‐Kraan, C. F., Eerenstein, S. E. J., Rinkel, R. N. P. M., Aalders, I. J., van den Berg, K., de Goede, C. J. T., van Stijgeren, A. J., Cruijff-Bijl, Y., de Bree, R., et al. (2015) · Folia Phoniatrica et Logopaedica · doi:10.1159/000441251 · Cited by 34 · see citing works
Health Behavior Change Support Systems as a research discipline; A viewpoint
Kelders, S. M., Oinas-Kukkonen, H., Oörni, A., & van Gemert-Pijnen, J. E. W. C. (2016) · International Journal of Medical Informatics · doi:10.1016/j.ijmedinf.2016.06.022 · Cited by 32 · see citing works
Self-citation
Co-creating an intervention to promote physical activity in adolescents with intellectual disabilities: lessons learned within the Move it, Move ID!-project
Maenhout, L., Verloigne, M., Cairns, D., Cardon, G., Crombez, G., Melville, C. A., Hove, G. V., & Compernolle, S. (2023) · Research Involvement and Engagement · doi:10.1186/s40900-023-00420-x · Cited by 33 · see citing works
Development and pilot evaluation of an online relapse-prevention program based on acceptance and commitment therapy for chronic pain patients
Fledderus, M., Schreurs, K. M., Bohlmeijer, E. T., & Vollenbroek-Hutten, M. M. (2015) · JMIR Human Factors · doi:10.2196/humanfactors.3302 · Cited by 30 · see citing works
“This roadmap has been successfully used to develop an online, ACT, Web-based intervention for depression [22] and chronic pain [23].”
Self-citation
An Integrated Web-Based Mental Health Intervention of Assessment-Referral-Care to Reduce Stress, Anxiety, and Depression in Hospitalized Pregnant Women With Medically High-Risk Pregnancies: A Feasibility Study Protocol of Hospital-Based Implementation
Kingston, D., Janes-Kelley, S., Tyrrell, J., Clark, L., Hamza, D., Holmes, P., Parkes, C., Moyo, N., McDonald, S., & Austin, M.-P. (2015) · JMIR Research Protocols · doi:10.2196/resprot.4037 · Cited by 42 · see citing works
“Web-based CBT is clinically and cost-effective [59-62], accessible [59], and recommended as a primary therapy for mild and moderate depression [24,63].”
Web-Based Intervention to Reduce Substance Abuse and Depressive Symptoms in Mexico: Development and Usability Test
Tiburcio, M., Lara, M. A., Abrego, A. A., Fernández-Torres, M., Martínez-Vélez, N. A., & Sánchez, A. (2016) · JMIR Mental Health · doi:10.2196/mental.6001 · Cited by 26 · see citing works
“Likewise, a multidisciplinary approach considering different points of view leads to more satisfactory results [52].”
Background
Usage Metrics of Web-Based Interventions Evaluated in Randomized Controlled Trials: Systematic Review
Koneska, E., Appelbe, D., Williamson, P. R., & Dodd, S. R. (2020) · Journal of Medical Internet Research · doi:10.2196/15474 · Cited by 26 · see citing works
“Unlike drug interventions, the adherence to which can be summarized using uncomplicated measures of treatment intake (eg, initiation, completion, and persistence [21]), web-based interventions often involve multiple features [40,41], engagement with which may be more complex to record.”
Background
Involvement as a Working Mechanism for Persuasive Technology
Kelders, S. M. (2015) · Lecture notes in computer science · doi:10.1007/978-3-319-20306-5_1 · Cited by 25 · see citing works
“These components were chosen based on research into the design of this intervention (these were the features that deemed to be important to the target group to keep using the intervention [11]).”
MethodInfluentialSelf-citation
Development of a patient decision aid for the treatment of localised prostate cancer: a participatory design approach
Al‐Itejawi, H. H., van Uden‐Kraan, C. F., Vis, A. N., Nieuwenhuijzen, J. A., Hofstee, M. J., van Moorselaar, R. J. A., & Verdonck‐de Leeuw, I. M. (2016) · Journal of Clinical Nursing · doi:10.1111/jocn.13120 · Cited by 25 · see citing works
“The two coders independently selected citations using a coding scheme concerning system quality (ease of use), content quality (usefulness and relevance) and service quality (the process of care provided) (DeLone & McLean 2003, Kelders et al. 2013) and coded these into categories.”
Method
Guide Development for eHealth Interventions Targeting People With a Low Socioeconomic Position: Participatory Design Approach
Faber, J. S., Al-Dhahir, I., Kraal, J. J., Breeman, L. D., van den Berg-Emons, R. J. G., Reijnders, T., van Dijk, S., Janssen, V. R., Kraaijenhagen, R. A., Visch, V., et al. (2023) · Journal of Medical Internet Research · doi:10.2196/48461 · Cited by 22 · see citing works
“Themes were coded through open coding and thereafter categorized through axial coding within 3 predetermined categories: service, system, and content, as provided in Kelders et al [64].”
‘This Is Your Life!’: The Design of a Positive Psychology Intervention Using Metaphor to Motivate
Ludden, G. D. S., Kelders, S. M., & Snippert, B. H. J. (2014) · Lecture Notes in Computer Science · doi:10.1007/978-3-319-07127-5_16 · Cited by 20 · see citing works
Self-citation
Developing mHealth to the Context and Valuation of Injured Patients and Professionals in Hospital Trauma Care: Qualitative and Quantitative Formative Evaluations
Houwen, T., Vugts, M. A. P., Lansink, K. W. W., Theeuwes, H. P., Neequaye, N., Beerekamp, M. S. H., Joosen, M. C. W., & de Jongh, M. A. C. (2022) · JMIR Human Factors · doi:10.2196/35342 · Cited by 15 · see citing works
“Previous studies have addressed a wide range of eHealth initiatives such as the development of a web-based intervention for depression [37], a computerized clinical decision support system for patients with type 2 diabetes [36], an mHealth intervention for patients with prediabetes [33], and a digital training tool to…”
Background
Development of a web-based intervention (eMotion) based on behavioural activation to promote physical activity in people with depression
Lambert, J. D., Greaves, C. J., Farrand, P., Haase, A. M., & Taylor, A. H. (2017) · Mental Health and Physical Activity · doi:10.1016/j.mhpa.2017.10.003 · Cited by 14 · see citing works
“The CeHReS roadmap also has an explicit focus on the fit between the technology and content, which the other frameworks do not offer (Kelders et al., 2013).”
BackgroundMethodInfluential
Informed Choice for Participation in Down Syndrome Screening: Development and Content of a Web-Based Decision Aid
Skjøth, M. M., Hansen, H. P., Draborg, E., Pedersen, C. D., Lamont, R., & Jørgensen, J. S. (2015) · JMIR Research Protocols · doi:10.2196/resprot.4291 · Cited by 15 · see citing works
“Other studies concerning the development of eHealth tools recognized the importance of a structured process to develop a successful intervention and used a theoretical framework for the process [48,50,56,57].”
BackgroundMethod
A Systematic Review and Meta-Analysis of Third-Wave Online Interventions for Depression
Sierra, M. A., Ruiz, F. J., & Flórez, C. L. (2018) · Revista Latinoamericana de Psicología · doi:10.14349/rlp.2018.v50.n2.6 · Cited by 15 · see citing works
MyStrengths, a strengths-focused mobile health tool: participatory design and development
Jessen, S., Mirkovic, J., & Nes, L. S. (2020) · JMIR Formative Research · doi:10.2196/18049 · Cited by 14 · see citing works
“This third strategy also supported the important task of communicating and creating a deeper understanding of the users’ needs and requirements within the project group [99].”
Background
Adaptation of ACTivate Your Wellbeing, a Digital Health and Well-being Program for Young Persons: Co-design Approach
Brown, M., Lord, E., & John, A. M. (2023) · JMIR Formative Research · doi:10.2196/39913 · Cited by 13 · see citing works
“However, other studies reported similar sample sizes [75-77].”
Result
Partners to Parents:development of an online intervention for enhancing partner support and preventing perinatal depression and anxiety
Pilkington, P. D., Rominov, H., Milne, L. C., Giallo, R., & Whelan, T. A. (2016) · Advances in Mental Health · doi:10.1080/18387357.2016.1173517 · Cited by 11 · see citing works
“System quality refers to the extent to which the website is user-friendly, including the visual layout and placement of menus and buttons (Kelders et al., 2013).”
BackgroundMethodInfluential
Developing a Guided Web App for Postpartum Depression Symptoms: User-Centered Design Approach
Franco, P., Olhaberry, M., Muzard, A., Harismendy, Á., & Kelders, S. M. (2024) · JMIR Formative Research · doi:10.2196/56319 · Cited by 11 · see citing works
Self-citation
E-Health individual adoption - empirical model based on UTAUT 2.
Goulão, A. P. B. A. (2014) · Portuguese National Funding Agency for Science, Research and Technology (RCAAP Project by FCT) · Cited by 8 · see citing works
A Web-Based Positive Psychology App for Patients With Bipolar Disorder: Development Study
Geerling, B., Kelders, S. M., Stevens, A. W. M. M., Kupka, R., & Bohlmeijer, E. T. (2022) · JMIR Formative Research · doi:10.2196/39476 · Cited by 7 · see citing works
“The development of new interventions benefits from user involvement in all stages to meet the target group’s needs [89].”
BackgroundSelf-citation
Effectiveness, cost-utility and implementation of a decision aid for patients with localised prostate cancer and their partners: study protocol of a stepped-wedge cluster randomised controlled trial
Al-Itejawi, H. H. M., van Uden‐Kraan, C. F., van de Ven, P. M., Coupé, V. M. H., Vis, A. N., Nieuwenhuijzen, J. A., van Moorselaar, R. J. A., & Leeuw, I. M. V. (2017) · BMJ Open · doi:10.1136/bmjopen-2016-015154 · Cited by 7 · see citing works
Development of a Web-Based Acceptance and Commitment Therapy Intervention to Support Lifestyle Behavior Change and Well-Being in Health Care Staff: Participatory Design Study
Brown, M., Hooper, N., Eslambolchilar, P., & John, A. M. (2020) · JMIR Formative Research · doi:10.2196/22507 · Cited by 6 · see citing works
“Kelders et al [16] developed an intervention to prevent depression.”
Strength Back – A qualitative study on the co-creation of a positive psychology digital health intervention for spinal surgery patients
Van Der Horst, A. Y., Bohlmeijer, E. T., Schreurs, K. M. G., & Kelders, S. M. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1117357 · Cited by 4 · see citing works
“The framework has been successfully used to develop effective digital interventions (Kelders et al., 2013; Kip et al., 2019).”
MethodSelf-citation
A Web-Based Caring Training for Caregivers of Children with Cerebral Palsy: Development and Evaluation.
Nobakht, Z., Rassafiani, M., & Hosseini, S. A. (2018) · Europe PMC (PubMed Central) · Cited by 5 · see citing works
E-mental health: state of the art
Thewissen, V., & Günther, N. (2015) · Tijdschrift voor Psychotherapie · doi:10.1007/s12485-015-0102-z · Cited by 4 · see citing works
Design and Evaluation of Online and Mobile Applications for Stress Management and Healthy Eating
Kaipainen, K. (2014) · Tampere University Institutional Repository (Tampere University) · Cited by 4 · see citing works
Therapeutic alliance and different treatment formats when delivering internet-based CBT for depression
Vernmark, K. (2017) · doi:10.3384/diss.diva-142389 · Cited by 3 · see citing works
Promoting Dairy Consumption Among Families: Development and User Experience Study of a Web-Based Nutrition Intervention
Lemay, J., Roberge, J., Provencher, V., Tremblay, A., Panahi, S., Jacob, R., Brunelle, L., Saintonge, G., & Drapeau, V. (2025) · JMIR Formative Research · doi:10.2196/66582 · Cited by 2 · see citing works
“The iterative design process within a multidisciplinary team helps create evidence-based and targeted content for users, though it may extend development timelines [40].”
A Systematic Review and Meta-Analysis of Teacher-Implemented Interventions for Disruptive Behaviour in the Inclusive Classroom
Orr, M., Isaacs, J. Y., Ilie, A., Chambers, C. T., Smith, I. M., & Corkum, P. V. (2023) · Journal of Educational and Developmental Psychology · doi:10.5539/jedp.v13n2p95 · Cited by 2 · see citing works
Intensifying innovation adoption in educational eHealth
Rissanen, M. (2014) · Science education international · Cited by 2 · see citing works
Design and development of an eHealth intervention to support self-management in people with musculoskeletal disorders - ‘eHealth: It’s TIME’: a study protocol
Kelly, M., Fullen, B. M., Martin, D., Bradley, C., O’Mahony, B., & McVeigh, J. G. (2023) · HRB Open Research · doi:10.12688/hrbopenres.13611.2 · Cited by 2 · see citing works
Design and development of an eHealth intervention to support self-management in people with musculoskeletal disorders - ‘eHealth: It’s TIME’: a study protocol
Kelly, M., Fullen, B. M., Martin, D., Bradley, C., O’Mahony, B., & McVeigh, J. G. (2022) · HRB Open Research · doi:10.12688/hrbopenres.13611.1 · Cited by 3 · see citing works
The added value of eHealth
Kip, H. (2021) · doi:10.3990/1.9789036551311 · Cited by 1 · see citing works
How do chronic pain patients asses the on Acceptance and Commitment Therapy based online intervention “Living with pain”?
van Maklenburg, N. (2014)
Therapie op afstand, werkt dat?
Fledderus, M., & Pots, W. T. M. (2013) · Nederlands Tijdschrift voor Evidence Based Practice · doi:10.1007/s12468-013-0031-1
Self-citation
How do chronic pain patients and professionals assess the usability of the on Acceptance Commitment Therapy based mobile application and website NaDien
van Maklenburg, N. (2013)
CeHRes roadmap utilization in development of eHealth technology solutions : a Scoping review
Palokangas, M. (2017)
The development and evaluation of a web-based well-being intervention, for inclusion within an existing health promotion programme, to support and encourage health related lifestyle behaviour change
Brown, M. (2021) · doi:10.23889/suthesis.59036
Developing an online positive psychology application for patients with bipolar disorder: How the expectations of consumers and professionals turned into an intervention. (Preprint)Preprint
Geerling, B., Kelders, S. M., Stevens, A. W. M. M., Kupka, R., & Bohlmeijer, E. T. (2022) · doi:10.2196/preprints.39476
Self-citation
Development and implementation of E-health interventions to improve self-management and well-Being in patients with bipolar disorder (WELLBE-BD)
Geerling, B. (2023) · doi:10.3990/1.9789464693157
Listening to the Experts: A Needs Assessment of ASSIST for Disruptive Classroom Behaviour an eLearning Professional Development Program for Classroom Teachers
Orr, M., Belliveau, J., Chambers, C. T., Smith, I. M., & Corkum, P. V. (2023) · Journal of Educational and Developmental Psychology · doi:10.5539/jedp.v13n2p78
Usability of an eLearning Professional Development Program for Elementary Classroom Teachers: ASSIST for Disruptive Classroom Behaviours
Orr, M., Ilie, A., Chambers, C. T., Smith, I. M., & Corkum, P. V. (2023) · Journal of Educational and Developmental Psychology · doi:10.5539/jedp.v14n1p1
Development and User Experience of a Web-Based Nutrition Intervention to Promote Dairy Product Consumption among Families: Randomized Control Trial (Preprint)Preprint
Lemay, J., Roberge, J., Provencher, V., Tremblay, A., Panahi, S., Jacob, R., Brunelle, L., Saintonge, G., & Drapeau, V. (2024) · doi:10.2196/preprints.66582
Additional file 4 of Co-creating an intervention to promote physical activity in adolescents with intellectual disabilities: lessons learned within the Move it, Move ID!-project
Maenhout, L., Verloigne, M., Cairns, D., Cardon, G., Crombez, G., Melville, C., Hove, G. V., & Compernolle, S. (2023) · Figshare · doi:10.6084/m9.figshare.22619180
Additional file 8 of Co-creating an intervention to promote physical activity in adolescents with intellectual disabilities: lessons learned within the Move it, Move ID!-project
Maenhout, L., Verloigne, M., Cairns, D., Cardon, G., Crombez, G., Melville, C., Hove, G. V., & Compernolle, S. (2023) · Figshare · doi:10.6084/m9.figshare.22619192
Additional file 3 of Co-creating an intervention to promote physical activity in adolescents with intellectual disabilities: lessons learned within the Move it, Move ID!-project
Maenhout, L., Verloigne, M., Cairns, D., Cardon, G., Crombez, G., Melville, C., Hove, G. V., & Compernolle, S. (2023) · Figshare · doi:10.6084/m9.figshare.22619177
Additional file 6 of Co-creating an intervention to promote physical activity in adolescents with intellectual disabilities: lessons learned within the Move it, Move ID!-project
Maenhout, L., Verloigne, M., Cairns, D., Cardon, G., Crombez, G., Melville, C., Hove, G. V., & Compernolle, S. (2023) · Figshare · doi:10.6084/m9.figshare.22619186
Additional file 5 of Co-creating an intervention to promote physical activity in adolescents with intellectual disabilities: lessons learned within the Move it, Move ID!-project
Maenhout, L., Verloigne, M., Cairns, D., Cardon, G., Crombez, G., Melville, C., Hove, G. V., & Compernolle, S. (2023) · Figshare · doi:10.6084/m9.figshare.22619183
Additional file 9 of Co-creating an intervention to promote physical activity in adolescents with intellectual disabilities: lessons learned within the Move it, Move ID!-project
Maenhout, L., Verloigne, M., Cairns, D., Cardon, G., Crombez, G., Melville, C., Hove, G. V., & Compernolle, S. (2023) · Figshare · doi:10.6084/m9.figshare.22619195
Additional file 7 of Co-creating an intervention to promote physical activity in adolescents with intellectual disabilities: lessons learned within the Move it, Move ID!-project
Maenhout, L., Verloigne, M., Cairns, D., Cardon, G., Crombez, G., Melville, C., Hove, G. V., & Compernolle, S. (2023) · Figshare · doi:10.6084/m9.figshare.22619189
Additional file 1 of Co-creating an intervention to promote physical activity in adolescents with intellectual disabilities: lessons learned within the Move it, Move ID!-project
Maenhout, L., Verloigne, M., Cairns, D., Cardon, G., Crombez, G., Melville, C., Hove, G. V., & Compernolle, S. (2023) · Figshare · doi:10.6084/m9.figshare.22619171
Additional file 2 of Co-creating an intervention to promote physical activity in adolescents with intellectual disabilities: lessons learned within the Move it, Move ID!-project
Maenhout, L., Verloigne, M., Cairns, D., Cardon, G., Crombez, G., Melville, C., Hove, G. V., & Compernolle, S. (2023) · Figshare · doi:10.6084/m9.figshare.22619174
Critical success factors and risks for PACS implementation across Welsh health boardsPreprint
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Human Centered Development of a Web-based Intervention for the Prevention of Depression
Kelders, S. M., Oskam, M.-J., Bohlmeijer, E. T., & van Gemert‐Pijnen, J. E. W. C. (2012) · University of Twente Research Information · Cited by 2 · see citing works
Self-citation
Environment
Kelders, S. M., Oskam, M. J., & Bohlmeijer, E. T. (2016)
Self-citation
RESEARCH ARTICLE Development of a web-ba e
(2016)
Development and Process Evaluation of a Primary Care Internet-Based Intervention to Prevent Depression in Emerging Adults
Voorhees, B. W. V., Ellis, J., Gollan, J. K., Bell, C. C., Stuart, S. P., Fogel, J., Corrigan, P. W., & Ford, D. E. (2007) · The Primary Care Companion to The Journal of Clinical Psychiatry · doi:10.4088/pcc.v09n0503 · Cited by 43 · see citing works
Internet-based interventions for the prevention and treatment of depression in people living in developing countries: A systematic review
Martínez, P., Rojas, G., Martínez, V., Lara, M. A., & Pérez, J. C. (2018) · Journal of Affective Disorders · doi:10.1016/j.jad.2018.02.079 · Cited by 50 · see citing works

Authors: Kelders, S. M., Pots, W. T., Oskam, M. J., Bohlmeijer, E. T., & van Gemert-Pijnen, J. E.
Affiliations: University of Twente (NL)
Corresponding author: Kelders, Saskia M
ORCID: Kelders, Saskia M
Pots, Wendy TM
Bohlmeijer, Ernst T
Venue: BMC Medical Informatics and Decision Making
Publisher: Springer Science and Business Media LLC
Published: 2013-02-20
Volume: 13
Issue: 1
Pages: 26-26
ISSN: 1472-6947 (ISSN-L)
DOI: 10.1186/1472-6947-13-26
PMC: PMC3598782
OpenAlex: W1967789340
Cited by: 80
References: 60
Citations by year: 2026: 4 · 2025: 1 · 2024: 3 · 2023: 18 · 2022: 4 · 2021: 3 · 2020: 3 · 2019: 2 · 2018: 5 · 2017: 6 · 2016: 9 · 2015: 11 · 2014: 7 · 2013: 4
FWCI: 15.92
Type: journal article
Language: en
Open access: gold
doi.org
Licence: cc-by
creativecommons.org/licenses/by/2.0 (tdm)
Locations: BMC Medical Informatics and Decision Making (publishedVersion, cc-by)
Europe PMC (PubMed Central) (publishedVersion, cc-by)
PubMed Central (publishedVersion, cc-by)
PubMed (publishedVersion)
University of Twente Research Information (publishedVersion, cc-by)
University of Twente Research Information (submittedVersion, cc-by)
Topics: Social Sciences › Psychology › Applied Psychology › Digital Mental Health Interventions
Health Sciences › Health Professions › General Health Professions › Mobile Health and mHealth Applications
Physical Sciences › Computer Science › Human-Computer Interaction › Usability and User Interface Design
Keywords: online intervention, depression prevention, indicated prevention, e-health, intervention development, stakeholder value, usability evaluation, contextual inquiry, rapid prototyping, user-centered design
MeSH terms: Adult, Depression, Female, Humans, Male, Middle Aged, Program Development, Telemedicine, Needs Assessment, Internet

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