What works, how and in which contexts when using digital health to support parents/carers to implement intensive speech and language therapy at home for children with speech sound disorder? A realist review
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Purpose: Digital health solutions to support parent-implemented interventions alongside direct speech and language therapist (SLT) input could help increase intervention intensity for children with speech sound disorder (SSD) to meet evidence-based recommendations. This realist review explores the factors which could make intensive parent-implemented digital interventions for children with SSD effective, and how this complex intervention might work in different contexts. Methods: Realist review methodology was adopted to explore what works, why, how, for which parents/carers, and in what circumstances. Realist methods aimed to understand the active ingredients, contexts, and associated outcomes of this complex intervention. Preliminary theories were developed to describe how and why digital parent-implemented interventions work for children with SSD. Data was extracted from 43 papers to test and refine preliminary theories. Behaviour change theories were used to explain how the intervention works in practice. Results: A set of 20 explanatory theories were developed to depict how and why digital parent-implemented interventions work in different contexts. Theories covered five areas: child-participation; the child-parent-SLT dynamic; parent-training; partnership and collaboration; intervention intensity. The theories describe mechanisms of the intervention and how these are responded to in different situations. Findings highlight the importance of intensive intervention for children with SSD. Conclusions: This realist review adds new in-depth insight into how digital parent-implemented interventions work, for whom, and why. This new understanding has potential to support future successful digital parent-implemented interventions and increase intervention intensity for children with SSD globally. Implications for services and the potential of emerging digital health approaches to promote parent-implemented interventions are discussed.
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Home-based, parent-delivered training can be a viable way to achieve the intervention intensity needed to promote speech change in children with SSD.
“Indeed, home‐based, parent‐delivered training can be a viable way to achieve the intervention intensity needed to promote speech change in children with SSD (Leafe et al. 2025; Tosh et al. 2017).”
From Self‐Supervised App‐Based Speech Training for Children With Speech Sound Disorder—A Single‐Case Experimental Design Study (2026) · cites this paper as Leafe et al. 2025
Digital speech-training tools may provide a route to overcoming barriers to intervention.
“Digital speech‐training tools may provide a route to overcoming barriers to intervention (Leafe et al. 2025).”
From Self‐Supervised App‐Based Speech Training for Children With Speech Sound Disorder—A Single‐Case Experimental Design Study (2026) · cites this paper as Leafe et al. 2025
Parental involvement in speech intervention can integrate practice into everyday life activities and increase training intensity.
“One potential benefit of parental involvement in speech intervention, as well as a key to increased training intensity, is the opportunity to integrate practice into everyday life activities (Bowen and Cupples 2004; Sugden et al. 2016; Leafe et al. 2025).”
From Self‐Supervised App‐Based Speech Training for Children With Speech Sound Disorder—A Single‐Case Experimental Design Study (2026) · cites this paper as Leafe et al. 2025
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Cites
Self-efficacy: Toward a unifying theory of behavioral change
Bandura, A. (1977) · Psychological Review · doi:10.1037/0033-295x.84.2.191 · Cited by 43,925 · see citing works
The Ecology of Human Development: Experiments by Nature and Design
Bronfenbrenner, U. (1979) · Harvard University Press eBooks · doi:10.4159/9780674028845 · Cited by 26,084 · see citing works
The PRISMA 2020 Statement: An Updated Guideline for Reporting Systematic Reviews
Page, M. J., McKenzie, J. E., Bossuyt, P. M., Boutron, I., Hoffmann, T. C., Mulrow, C. D., Shamseer, L., Tetzlaff, J. M., Akl, E. A., Brennan, S. E., et al. (2021) · International Journal of Surgery · doi:10.1016/j.ijsu.2021.105906 · Cited by 11,748 · see citing works
From game design elements to gamefulness: defining "gamification"
Deterding, S., Dixon, D., Khaled, R., & Nacke, L. (2011) · Proceedings of the 15th International Academic MindTrek Conference: Envisioning Future Media Environments · doi:10.1145/2181037.2181040 · Cited by 8,402 · see citing works
Cane, J., O’Connor, D., & Michie, S. (2012) · Implementation Science · doi:10.1186/1748-5908-7-37 · Cited by 4,888 · cited 4× · see citing works
“We developed 20 theoretical evidence-informed explanations using inferences and theoretical causal claims supported by extracted data from the papers reviewed which were underpinned by the BCW [91] and TDF [60,61], self-efficacy theory [92], and adult-learning theory [93].”
InfluentialMaking psychological theory useful for implementing evidence based practice: a consensus approach
Michie, S. (2005) · Quality and Safety in Health Care · doi:10.1136/qshc.2004.011155 · Cited by 3,440 · see citing works
(2014) · Cited by 2,276 · see citing works
Implementing, Embedding, and Integrating Practices: An Outline of Normalization Process Theory
May, C., & Finch, T. (2009) · Sociology · doi:10.1177/0038038509103208 · Cited by 2,115 · see citing works
Guadagnoli, M. A., & Lee, T. D. (2004) · Journal of Motor Behavior · doi:10.3200/jmbr.36.2.212-224 · Cited by 1,534 · cited 1× · see citing works
“…environment (see Fig 5) Understanding the child’s ‘challenge point’ is involved in rapport building, where the SLT facilitates a task that is optimally difficulty; not so difficult that they can no longer process information about the task and not so easy that learning no longer takes place [95].”
Evidence-based Policy: A Realist Perspective
Anthony, D. (2007) · Australian and New Zealand Journal of Public Health · doi:10.1111/j.1753-6405.2007.00043.x · Cited by 1,394 · see citing works
RAMESES publication standards: realist syntheses
Wong, G., Greenhalgh, T., Westhorp, G., Buckingham, J., & Pawson, R. (2013) · BMC Medicine · doi:10.1186/1741-7015-11-21 · Cited by 1,374 · see citing works
The Adult Learner – The Definitive Classic in Adult Education and Human Resource Development
(2005) · Industrial and Commercial Training · doi:10.1108/00197850510626857 · Cited by 920 · see citing works
Jagosh, J., Bush, P. L., Salsberg, J., Macaulay, A. C., Greenhalgh, T., Wong, G., Cargo, M., Green, L. W., Herbert, C. P., & Pluye, P. (2015) · BMC Public Health · doi:10.1186/s12889-015-1949-1 · Cited by 758 · see citing works
The Effectiveness of Parent-Implemented Language Interventions: A Meta-Analysis
Roberts, M. Y., & Kaiser, A. P. (2011) · American Journal of Speech-Language Pathology · doi:10.1044/1058-0360(2011/10-0055 · Cited by 668 · see citing works
Warren, S. F., Fey, M. E., & Yoder, P. J. (2007) · Mental Retardation and Developmental Disabilities Research Reviews · doi:10.1002/mrdd.20139 · Cited by 603 · see citing works
Prevalence of Speech Delay in 6-Year-Old Children and Comorbidity With Language Impairment
Shriberg, L. D., Tomblin, J. B., & McSweeny, J. L. (1999) · Journal of Speech Language and Hearing Research · doi:10.1044/jslhr.4206.1461 · Cited by 583 · see citing works
Digital health: a path to validation
Mathews, S. C., McShea, M. J., Hanley, C. L., Ravitz, A., Labrique, A. B., & Cohen, A. B. (2019) · npj Digital Medicine · doi:10.1038/s41746-019-0111-3 · Cited by 508 · see citing works
Internet-based medical education: a realist review of what works, for whom and in what circumstances
Wong, G., Greenhalgh, T., & Pawson, R. (2010) · BMC Medical Education · doi:10.1186/1472-6920-10-12 · Cited by 443 · see citing works
The Efficacy of Treatment for Children With Developmental Speech and Language Delay/Disorder
Law, J., Garrett, Z., & Nye, C. (2004) · Journal of Speech Language and Hearing Research · doi:10.1044/1092-4388(2004/069 · Cited by 409 · see citing works
Evidence-based policy: a realist perspective
(2005) · Routledge eBooks · doi:10.4324/9780203624289-9 · Cited by 384 · see citing works
Jagosh, J. (2019) · Annual Review of Public Health · doi:10.1146/annurev-publhealth-031816-044451 · Cited by 346 · see citing works
Hall, C. M., & Bierman, K. L. (2015) · Early Childhood Research Quarterly · doi:10.1016/j.ecresq.2015.05.003 · Cited by 234 · see citing works
Eadie, P. A., Morgan, A. T., Ukoumunne, O. C., Eecen, K. T., Wake, M. A., & Reilly, S. (2014) · Developmental Medicine & Child Neurology · doi:10.1111/dmcn.12635 · Cited by 231 · see citing works
Tate, R. L., Perdices, M., Rosenkoetter, U., McDonald, S., Togher, L., Shadish, W., Horner, R., Kratochwill, T., Barlow, D. H., Kazdin, A., et al. (2016) · Archives of Scientific Psychology · doi:10.1037/arc0000027 · Cited by 219 · see citing works
Kirsh, S. R., Aron, D. C., Johnson, K. D., Santurri, L. E., Stevenson, L. D., Jones, K. R., & Jagosh, J. (2017) · BMC Health Services Research · doi:10.1186/s12913-017-2064-z · Cited by 134 · see citing works
Fairweather, G. C., Lincoln, M., & Ramsden, R. (2016) · International Journal of Speech-Language Pathology · doi:10.3109/17549507.2016.1143973 · Cited by 129 · see citing works
Intervention Efficacy and Intensity for Children With Speech Sound Disorder
Allen, M. M. (2012) · Journal of Speech Language and Hearing Research · doi:10.1044/1092-4388(2012/11-0076 · Cited by 123 · see citing works
Paediatric speech-language pathology service delivery: An exploratory survey of Australian parents
Ruggero, L., McCabe, P., Ballard, K. J., & Munro, N. (2012) · International Journal of Speech-Language Pathology · doi:10.3109/17549507.2011.650213 · Cited by 117 · see citing works
Treating Children Ages 3–6 Who Have Speech Sound Disorder: A Survey
Brumbaugh, K. M., & Smit, A. B. (2013) · Language Speech and Hearing Services in Schools · doi:10.1044/0161-1461(2013/12-0029 · Cited by 107 · see citing works
Snodgrass, M. R., Chung, M. Y., Biller, M. F., Appel, K. E., Meadan, H., & Halle, J. W. (2016) · Communication Disorders Quarterly · doi:10.1177/1525740116680424 · Cited by 88 · see citing works
Speech summer camp for treating articulation disorders in cleft palate patients
Pamplona, C., Ysunza, A., Patiño, C., Ramírez, E. R., Drucker, M., & Mazón, J. J. (2004) · International Journal of Pediatric Otorhinolaryngology · doi:10.1016/j.ijporl.2004.10.012 · Cited by 88 · see citing works
Klatte, I. S., Lyons, R., Davies, K., Harding, S. A., Marshall, J., McKean, C., & Roulstone, S. (2020) · International Journal of Language & Communication Disorders · doi:10.1111/1460-6984.12538 · Cited by 85 · see citing works
Benefits of realist evaluation for rapidly changing health service delivery
Jagosh, J., Stott, H., Halls, S., Thomas, R., Liddiard, C., Cupples, M., Cramp, F. L., Kersten, P., Foster, D., & Walsh, N. E. (2022) · BMJ Open · doi:10.1136/bmjopen-2021-060347 · Cited by 73 · see citing works
Intensity in phonological intervention: Is there a prescribed amount?
Williams, A. L. (2012) · International Journal of Speech-Language Pathology · doi:10.3109/17549507.2012.688866 · Cited by 72 · see citing works
Pappas, N. W., McAllister, L., & McLeod, S. L. (2015) · Child Language Teaching and Therapy · doi:10.1177/0265659015615925 · Cited by 72 · see citing works
Akemoğlu, Y., & Meadan, H. (2018) · Review Journal of Autism and Developmental Disorders · doi:10.1007/s40489-018-0140-x · Cited by 72 · see citing works
Parent-implemented home therapy programmes for speech and language: a systematic review
Tosh, R., Arnott, W. L., & Scarinci, N. (2016) · International Journal of Language & Communication Disorders · doi:10.1111/1460-6984.12280 · Cited by 68 · see citing works
A systematic review of treatment intensity in speech disorders
Kaipa, R., & Peterson, A. M. (2016) · International Journal of Speech-Language Pathology · doi:10.3109/17549507.2015.1126640 · Cited by 67 · see citing works
Speech-driven mobile games for speech therapy: User experiences and feasibility
Ahmed, B., Monroe, P., Hair, A., Tan, C. T., Gutierrez-Osuna, R., & Ballard, K. J. (2018) · International Journal of Speech-Language Pathology · doi:10.1080/17549507.2018.1513562 · Cited by 65 · see citing works
Davies, K. E., Marshall, J., BROWN, L. J. E., & Goldbart, J. (2016) · Child Language Teaching and Therapy · doi:10.1177/0265659016671169 · Cited by 61 · see citing works
DeVeney, S. L., Hagaman, J. L., & Bjornsen, A. L. (2017) · Communication Disorders Quarterly · doi:10.1177/1525740117705116 · Cited by 56 · see citing works
Parents’ Experiences of Completing Home Practice for Speech Sound Disorders
Sugden, E., Munro, N., Trivette, C. M., Baker, E., & Williams, A. L. (2019) · Journal of Early Intervention · doi:10.1177/1053815119828409 · Cited by 53 · see citing works
McLeod, S. L., Baker, E., McCormack, J., Wren, Y. E., Roulstone, S., Crowe, K. M., Masso, S., White, P., & Howland, C. (2017) · Journal of Speech Language and Hearing Research · doi:10.1044/2017_jslhr-s-16-0385 · Cited by 52 · see citing works
Service delivery and intervention intensity for phonology‐based speech sound disorders
Sugden, E., Baker, E., Munro, N., Williams, A. L., & Trivette, C. M. (2018) · International Journal of Language & Communication Disorders · doi:10.1111/1460-6984.12399 · Cited by 51 · see citing works
Educational outcomes associated with persistent speech disorder
Wren, Y. E., Pagnamenta, E., Peters, T. J., Emond, A. M., Northstone, K., Miller, L. L., & Roulstone, S. (2021) · International Journal of Language & Communication Disorders · doi:10.1111/1460-6984.12599 · Cited by 50 · see citing works
Self-citationSweeney, T., Hegarty, F. J., Powell, K., Deasy, L., REGAN, M. O., & Sell, D. A. (2020) · International Journal of Language & Communication Disorders · doi:10.1111/1460-6984.12542 · Cited by 49 · see citing works
Saeedi, S., Bouraghi, H., Seifpanahi, M.-S., & Ghazisaeedi, M. (2022) · Journal of Healthcare Engineering · doi:10.1155/2022/4814945 · Cited by 48 · see citing works
Wren, Y. E., Pagnamenta, E., Orchard, F., Peters, T. J., Emond, A. M., Northstone, K., Miller, L. L., & Roulstone, S. (2023) · JCPP Advances · doi:10.1002/jcv2.12126 · Cited by 46 · see citing works
Self-citationHair, A., Monroe, P., Ahmed, B., Ballard, K. J., & Gutiérrez‐Osuna, R. (2018) · ACM International Conference on Interaction Design and Children (IDC) · doi:10.1145/3202185.3202733 · Cited by 45 · see citing works
A Longitudinal Evaluation of Tablet-Based Child Speech Therapy with Apraxia World
Hair, A., Ballard, K. J., Markoulli, C., Monroe, P., Mckechnie, J., Ahmed, B., & Gutierrez-Osuna, R. (2021) · ACM Transactions on Accessible Computing · doi:10.1145/3433607 · Cited by 43 · see citing works
Hegarty, N., Titterington, J., McLeod, S. L., & Taggart, L. (2018) · International Journal of Language & Communication Disorders · doi:10.1111/1460-6984.12416 · Cited by 42 · see citing works
Self-citationOliveira, C., Lousada, M., & Jesus, L. M. T. (2014) · Child Language Teaching and Therapy · doi:10.1177/0265659014550420 · Cited by 41 · see citing works
Jesus, L. M. T., Martinez, J., Santos, J. P., Hall, A. O., & Joffe, V. L. (2019) · Journal of Speech Language and Hearing Research · doi:10.1044/2019_jslhr-s-18-0301 · Cited by 39 · see citing works
Rvachew, S., & Brosseau‐Lapré, F. (2015) · American Journal of Speech-Language Pathology · doi:10.1044/2015_ajslp-14-0056 · Cited by 36 · see citing works
Processes and challenges in clinical decision‐making for children with speech‐sound disorders
Furlong, L., Serry, T. A., Erickson, S., & Morris, M. E. (2018) · International Journal of Language & Communication Disorders · doi:10.1111/1460-6984.12426 · Cited by 35 · see citing works
Bellon-Harn, M. L., Morris, L. R., Manchaiah, V. K. C., & Harn, W. E. (2020) · Journal of Child and Family Studies · doi:10.1007/s10826-020-01842-x · Cited by 35 · see citing works
Sugden, E., Baker, E., Williams, A. L., Munro, N., & Trivette, C. M. (2019) · American Journal of Speech-Language Pathology · doi:10.1044/2019_ajslp-18-0248 · Cited by 35 · see citing works
Development of a Remote Therapy Tool for Childhood Apraxia of Speech
Parnandi, A., Karappa, V., Lan, T., Shahin, M. A., McKechnie, J., Ballard, K. J., Ahmed, B., & Gutiérrez‐Osuna, R. (2015) · ACM Transactions on Accessible Computing · doi:10.1145/2776895 · Cited by 34 · see citing works
An Australian survey of parent involvement in intervention for childhood speech sound disorders
Sugden, E., Baker, E., Munro, N., Williams, A. L., & Trivette, C. M. (2017) · International Journal of Speech-Language Pathology · doi:10.1080/17549507.2017.1356936 · Cited by 34 · see citing works
Alighieri, C., Lierde, K. M. V., Caesemaeker, A.-S. D., Demuynck, K., Bruneel, L., D’haeseleer, E., & Bettens, K. (2021) · Journal of Speech Language and Hearing Research · doi:10.1044/2021_jslhr-21-00189 · Cited by 30 · see citing works
Leafe, N., Pagnamenta, E., Taggart, L., Donnelly, M. P., Hassiotis, A., & Titterington, J. (2024) · BMJ Open · doi:10.1136/bmjopen-2023-074272 · Cited by 27 · see citing works
Self-citationThomas, D., McCabe, P., Ballard, K. J., & Bricker‐Katz, G. (2017) · Developmental Neurorehabilitation · doi:10.1080/17518423.2017.1323971 · Cited by 27 · see citing works
Tambyraja, S. R. (2020) · American Journal of Speech-Language Pathology · doi:10.1044/2020_ajslp-19-00071 · Cited by 26 · see citing works
User-centred app design for speech sound disorders interventions with tablet computers
Gačnik, M., Starčič, A. I., Zaletelj, J., & Zajc, M. (2017) · Universal Access in the Information Society · doi:10.1007/s10209-017-0545-9 · Cited by 26 · see citing works
McKechnie, J., Ahmed, B., Gutiérrez‐Osuna, R., Murray, E. L., McCabe, P., & Ballard, K. J. (2020) · Journal of Communication Disorders · doi:10.1016/j.jcomdis.2020.106026 · Cited by 25 · see citing works
SLTs’ conceptions about their own and parents’ roles during intervention with preschool children
Davies, K. E., Marshall, J., BROWN, L. J. E., & Goldbart, J. (2019) · International Journal of Language & Communication Disorders · doi:10.1111/1460-6984.12462 · Cited by 25 · see citing works
Treatment intensity in everyday clinical management of speech sound disorders in Hong Kong
To, C. K. S., Law, T. K. T., & Cheung, P. S. P. (2012) · International Journal of Speech-Language Pathology · doi:10.3109/17549507.2012.688867 · Cited by 24 · see citing works
McLeod, S. L., Davis, E., Rohr, K., McGill, N., Miller, K., Roberts, A., Thornton, S., Ahio, N., & Ivory, N. J. (2020) · International Journal of Speech-Language Pathology · doi:10.1080/17549507.2020.1731600 · Cited by 24 · see citing works
Abrahamson, V., Zhang, W., Wilson, P. M., Farr, W. J., Reddy, V., Parr, J. R., Peckham, A., & Male, I. (2021) · BMJ Open · doi:10.1136/bmjopen-2021-051241 · Cited by 23 · see citing works
McFaul, H., Mulgrew, L., Smyth, J., & Titterington, J. (2022) · BMJ Open Quality · doi:10.1136/bmjoq-2021-001761 · Cited by 22 · see citing works
Self-citationNamasivayam, A. K., Pukonen, M., Goshulak, D., Granata, F., Le, D. J., Kroll, R. M., & Lieshout, P. H. H. M. V. (2019) · International Journal of Language & Communication Disorders · doi:10.1111/1460-6984.12472 · Cited by 21 · see citing works
Hegarty, N., Titterington, J., & Taggart, L. (2020) · International Journal of Speech-Language Pathology · doi:10.1080/17549507.2020.1769728 · Cited by 21 · see citing works
Self-citationThomas, D., Mccabe, P., & Ballard, K. (2018) · International Journal of Speech-Language Pathology · doi:10.1080/17549507.2017.1316423 · Cited by 21 · see citing works
Implementation fidelity of a computer-assisted intervention for children with speech sound disorders
McCormack, J., Baker, E., Masso, S., Crowe, K. M., McLeod, S. L., Wren, Y. E., & Roulstone, S. (2017) · International Journal of Speech-Language Pathology · doi:10.1080/17549507.2017.1293160 · Cited by 20 · see citing works
Crowe, K. M., Cumming, T., McCormack, J., Baker, E., McLeod, S. L., Wren, Y. E., Roulstone, S., & Masso, S. (2017) · Child Language Teaching and Therapy · doi:10.1177/0265659017717437 · Cited by 14 · see citing works
Understanding what happens to attendees after an NHS Health Check: a realist review
Duddy, C., Gadsby, E. W., Hibberd, V., Krska, J., & Wong, G. (2022) · BMJ Open · doi:10.1136/bmjopen-2022-064237 · Cited by 14 · see citing works
Flanagan, K. J., & Eecen, K. T. (2018) · Child Language Teaching and Therapy · doi:10.1177/0265659018784702 · Cited by 13 · see citing works
Equitable access to speech practice for rural Australian children using the SayBananas! mobile game
McLeod, S., Kelly, G., Ahmed, B., & Ballard, K. J. (2023) · International Journal of Speech-Language Pathology · doi:10.1080/17549507.2023.2205057 · Cited by 13 · see citing works
Sell, D. A., O’Rourke, C., & Sweeney, T. (2023) · Perspectives of the ASHA Special Interest Groups · doi:10.1044/2023_persp-22-00253 · Cited by 13 · see citing works
Intervention dose frequency: Phonological generalization is similar regardless of schedule
Cummings, A. E., Giesbrecht, K. M., & Hallgrimson, J. (2020) · Child Language Teaching and Therapy · doi:10.1177/0265659020960766 · Cited by 12 · see citing works
Lim, J., McCabe, P., & Purcell, A. A. (2020) · Rural and Remote Health · doi:10.22605/rrh5509 · Cited by 12 · see citing works
The Table to Tablet (T2T) Speech and Language Therapy Software Development Roadmap
Jesus, L. M. T., Santos, J. P., & Martinez, J. (2018) · JMIR Research Protocols · doi:10.2196/11596 · Cited by 10 · see citing works
Alighieri, C., Lierde, K. M. V., Cammu, H., Vanoost, L., & Bettens, K. (2022) · International Journal of Language & Communication Disorders · doi:10.1111/1460-6984.12788 · Cited by 10 · see citing works
Santos, J. P., Vairinhos, M., Rodrı́guez, J., & Jesus, L. M. T. (2022) · Applied Sciences · doi:10.3390/app12188971 · Cited by 9 · see citing works
Efficacy in the use of gamification strategy in phonological therapy
Silva, T. D. A. E., Ribeiro, G. C. F., Esperandino, C. E., de Assis, M. F., Dezani, H., & Berti, L. C. (2023) · CoDAS · doi:10.1590/2317-1782/20232022181en · Cited by 6 · see citing works
Doubé, W., Carding, P. N., Flanagan, K. J., Kaufman, J., & Armitage, H. (2018) · Frontiers in Psychology · doi:10.3389/fpsyg.2018.00444 · Cited by 5 · see citing works
Predictors of Functional Communication Outcomes in Children With Idiopathic Motor Speech Disorders
Namasivayam, A. K., Shin, H., Nisenbaum, R. A., Pukonen, M., & Lieshout, P. H. H. M. V. (2023) · Journal of Speech Language and Hearing Research · doi:10.1044/2023_jslhr-23-00070 · Cited by 5 · see citing works
Flagged first, then by citations
2 of the 89 references couldn’t be matched to a known paper.
Research works printed but not linked: 4
- [47]Pawson R, Greenhalgh T, Harvey G, Walshe K. Realist synthesis-an introduction. ESRC res methods program. 2004;2:55.
- [49]Hunter R, Gorely T, Beattie M, Harris K. Realist review. Int Rev Sport Exerc Psychol. 2022; 0(0): 1– 24
- [73]Hodge M, Gaines R. Pilot implementation of an alternate service delivery model for young children with severe speech and expressive language delay. Can J Speech-Language Pathol Audiol. 2017; 41(1): 34– 57.
- [94]Leafe N, Pagnamenta E, Taggart L, Donnelly M, Hassiotis A, Titterington J. Using digital health to support home implemented speech and language therapy [dataset]. Ulster University. 2025. doi: 10.21251/2b0e8c5c-f334-4090-a682-56cd71c75ab4 PMC12057862 40333949 · DOI
Cited by
Sorted by citations
Leafe, N., Pagnamenta, E., Donnelly, M. P., Taggart, L., & Titterington, J. (2025) · International Journal of Language & Communication Disorders · doi:10.1111/1460-6984.70049 · Cited by 3 · see citing works
Self-citationCairney, M. V., Kevill, S., & Cleland, J. (2026) · International Journal of Language & Communication Disorders · doi:10.1111/1460-6984.70187 · Cited by 1 · see citing works
Strömbergsson, S., Edlund, E., Pettersson, M., Phan, N., & Kurimo, M. (2026) · International Journal of Language & Communication Disorders · doi:10.1111/1460-6984.70163
“Leafe et al. (2025) present several factors that may contribute to successful parent-implemented intervention, such as parent-training and tailoring training to fit with other family commitments.”
InfluentialIcht, M., Tayar, M., Mikulincer, M., Taitelbaum‐Swead, R., & Ben‐David, B. M. (2026) · Journal of Communication Disorders · doi:10.1016/j.jcomdis.2026.106637
Pritchard, K., Stojanovik, V., Titterington, J., & Pagnamenta, E. (2026) · International Journal of Language & Communication Disorders · doi:10.1111/1460-6984.70280
Self-citationKyung, S., Min, Y., Min, B.-A., Kim, Y., & Kim, J. (2026) · JMIR Pediatrics and Parenting · doi:10.2196/86364
Baker, Z. A., Snodgrass, T. D., Benway, N. R., & Preston, J. L. (2026) · Perspectives of the ASHA Special Interest Groups · doi:10.1044/2026_persp-25-00301
Rodgers, L., Botting, N., & Herman, R. (2026) · Health Expectations · doi:10.1111/hex.70855
Systematic mapping of AI-based speech therapy apps and their pedagogical design
Afrin, K. S., & Mahmud, S. (2026) · Journal of Speech Sciences · doi:10.20396/joss.v15i00.21036
Mtabvuri, D., Donga, S., & Quarkume, A. Y. (2026) · International Conference on Information Technology for Social Good (GoodIT) · doi:10.1145/3794786.3830734
- Authors
- Leafe, N., Pagnamenta, E., Taggart, L., Donnelly, M., Hassiotis, A., & Titterington, J.
- Affiliations
- University of Ulster (GB)
- University of Reading (GB)
- University College London (GB)
- Corresponding author
- Leafe, Naomi
- Venue
- PLOS One
- Publisher
- Public Library of Science (PLoS)
- Published
- 2025-05-07
- Volume
- 20
- Issue
- 5
- Pages
- e0321647
- ISSN
- 1932-6203 (ISSN-L)
- PMC
- PMC12057862
- OpenAlex
- W4410153156
- Cited by
- 10
- References
- 89
- Citations by year
- 2026: 8 · 2025: 2
- FWCI
- 2.51
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
- Licence
- Locations
- PLoS ONE (publishedVersion, cc-by)
- PubMed Central (publishedVersion, cc-by)
- PubMed (publishedVersion)
- Research Portal (Queen's University Belfast) (publishedVersion, cc-by)
- Ulster University Research Portal (Ulster University) (acceptedVersion, cc-by)
- CentAUR (University of Reading) (submittedVersion)
- DOAJ (DOAJ: Directory of Open Access Journals) (submittedVersion, cc-by-sa)
- Funders
- Department for the Economy, Northern Ireland
- Topics
- Social Sciences › Psychology › Developmental and Educational Psychology › Language Development and Disorders
- Health Sciences › Medicine › Physiology › Voice and Speech Disorders
- Social Sciences › Psychology › Clinical Psychology › Stuttering Research and Treatment
- Keywords
- speech sound disorders, digital health interventions, intensive intervention, children, behaviour change theory, parent training, children's participation, parent-therapist collaboration, intervention intensity, complex interventions
- MeSH terms
- Digital Health, Child, Humans, Language Therapy, Parents, Speech Therapy, Caregivers, Speech Sound Disorder
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