Characteristics of effective parent-mediated interventions for parents of children with neurodevelopmental disorders in rural areas: a systematic review protocol ================================================================================================================================================================= * Julia Cullenward * Michael Curtin * Vagner Dos Santos ## Abstract **Introduction** Parent-mediated interventions are therapeutic approaches that use parent training to enable parents to provide primary support and intervention to their child through the development of necessary skills, knowledge, and resources. Parent-mediated interventions can be broadly divided into two stages: (1) Clinicians educating, training and coaching parents in the implementation of an intervention and relevant information regarding their child’s condition and (2) Parent(s) mediating and implementing the intervention based on the coaching and education received. These interventions can act as the primary intervention for children or supplement clinical interventions. This review will include both stages of the implementation process as well as both primary and supplementary interventions. Outcomes of parent-mediated interventions include long-term symptom reduction, improved prognosis for a wide range of behavioural and brain functions and enhanced parent–child dyadic social communication. **Methods and analysis** This systematic review aims to synthesise existing evidence and identify the characteristics of effective parent-mediated intervention for parents of children with neurodevelopmental disorders residing in rural areas. Systematic searches of CINAHL, PsycINFO, ProQuest allied health and nursing database, Ebscohost Psych and Behavioural database and SocINDEX were conducted twice with the latest completed on 5 March 2024 using preidentified search terms. Citations will be imported into EndNote V.20.6 (Clarivate Analytics, Pennsylvania, USA) to organise and de-duplicate and then Covidence to complete screening and extraction. The articles will be screened and reviewed following the Joanna Briggs Institute (JBI) guidelines for systematic reviews of Mixed methods. The JBI appraisal tools for systematic reviews will be used to assess the trustworthiness, relevance and results of qualitative, quantitative and mixed-methods studies. The scope of the literature analysed will include articles published between 2013 and 2024 in English. Literature was limited to the last 10 years to ensure the relevance of results as the intention is to report on current evidence. The start date of the study was March 2023 and the planned completion date is October 2024. **Ethics and dissemination** This study will neither involve human nor animal subjects and does not require ethics approval. Results will be disseminated to relevant groups in peer-reviewed journal(s) and at relevant children and parent health conferences or rural conferences. The key outcomes will also be shared on social media to support access for non-research audiences. * Community child health * Developmental neurology & neurodisability * Health Equity * Telemedicine * Geographical mapping ### STRENGTHS AND LIMITATIONS OF THIS STUDY * The inclusion of qualitative and quantitative literature will yield a clear set of characteristics, considering the lived experience of users and treatment outcomes. * The review will employ the Joanna Briggs Institute review methodology and appraisal tools to ensure the validity and reliability of results. * Examining literature focused on rural areas will provide more specific results than including both urban and rural populations. * Due to the vast nature of neurodevelopmental disorders, it is not viable to include all disorders as a search term. ## Introduction ### Parent-mediated interventions Parent-mediated interventions, as outlined by Conrad *et al*,1 are therapeutic approaches wherein healthcare practitioners use coaching and education to enable parents to support their child’s development through the acquisition of necessary skills, knowledge and strategies aiming to improve parent and child outcomes. The delivery of these interventions involves healthcare practitioners or organisations educating and coaching parents to enhance the development of their child who has a disability by implementing interventions in the home environment.2 3 Parent-mediated interventions are delivered through either telehealth and/or online forums, or directly through face-to-face consults with healthcare practitioners.4 Parent-mediated interventions are effective for a range of children and families with contextual variations. These interventions are unique and advantageous as they bring the child’s treatment into a familiar setting which in turn eases the transference of skills from the clinical setting into the home environment.1 A study conducted by Manohar *et al* 5 in South India found that parent-mediated interventions were well received, feasible and had a positive impact on reducing parental stress while enhancing the sociocommunicative skills of children with autism spectrum disorder (ASD). Systematic reviews completed by Althoff *et al* 6 and Conrad *et al* 1 found that parent-mediated interventions were effective in improving parental and child skills such as adaptive functioning, disruptive behaviour and occupational performance for children with various neurodevelopmental disorders such as ASD and attention deficit hyperactivity disorder (ADHD). Swanson7 noted that parent-mediated interventions were effective in improving object exploration in infants with Down’s syndrome. Koly *et al*’s8 systematic review found that parent-mediated interventions were effective in improving parent–child interactions, child social and communication skills, learning ability and academic performance and parental knowledge when implemented with children with neurodevelopmental disorders in South Asia. Furthermore, Rooks-Ellis *et al*’s9 feasibility study found that parent-mediated interventions were easily implementable for parents and had a positive impact on children’s ASD symptomology when delivered through telehealth to rural families in North America. Parent-mediated interventions are a feasible and effective intervention when properly designed, implemented and evaluated6 10 11 and have been noted to have promising potential as an intervention in low-resource settings.12 These interventions have the potential to support parents of children with neurodevelopmental disorders living in rural areas by providing access to necessary early intervention. However, there is little exploration and no current consensus on the characteristics of effective parent-mediated interventions for parents of children with neurodevelopmental disorders living in rural areas. The outcomes of this systematic review can contribute to the effective implementation of parent-mediated interventions that account for specific cultural, geographical, social and demographic factors associated with rural areas. As these interventions are a relatively new form of treatment the development and trial of these interventions with varying populations is required to identify their acceptability and effectiveness. This is evidenced by the systematic review conducted by Law *et al* 13 that found parent-mediated interventions did not reduce the risk of ASD diagnosis when provided as an early intervention for children under 24 months of age at risk of neurodevelopmental disorder.13 ### Children with neurodevelopmental disorders Neurodevelopmental disorders are defined in the Diagnostic and Statistical Manual of Mental Disorders, fifth Edition14 as a spectrum of conditions characterised by developmental delays, which manifest as impairments in personal, social, physical, occupational and academic function with onset during the primary developmental period.14 Neurodevelopmental disorders are often identified by family and healthcare professionals when children are not meeting their developmental milestones across five domains: gross motor, fine motor, language, cognition and socialemotional and behavioural skills.15 Neurodevelopmental disorders, such as ASD, ADHD, epilepsy, intellectual disability, developmental disability and cerebral palsy, are among the most prevalent paediatric disabilities.16 17 ASD and ADHD are the most common18 19 with 1 in 100 children globally estimated to be diagnosed with ASD20 and ADHD having a global prevalence of 7.6% in children aged 3–12 and 5.6% in those aged 12–18.21 Cerebral palsy is the most common cause of paediatric motor disability.22 The global prevalence of paediatric neurodevelopmental disorders as a group is unknown with prevalence fluctuating globally depending on sociocontextual factors, diagnostic criteria and estimation procedures.18 Risk factors of neurodevelopmental disorders include genetics,23 preterm infants24 and environmental factors such as economic vulnerability and access to healthcare services.25 There is no significant difference in the prevalence of neurodevelopmental disorders among urban and rural populations despite the population sizes being vastly different.26 The high prevalence of neurodevelopmental disorders in rural locations can be directly linked to psychosocial factors associated with these regions that impact health equity such as low socioeconomic status, lack of infrastructure and social deprivation.27 ### Families living in rural areas The terms rural, remote and regional refer to geography, encompassing all areas outside of major cities.28 For ease of understanding in this review, the term rural will be used to refer to regional, rural and remote areas. These areas are characterised by features such as low population density; however, recently, there has been increased emphasis on social characteristics such as a strong sense of community and connection to natural features defining these regions.29 Rural regions have been traditionally perceived as homogeneous communities with low cultural diversity. However, this has altered dramatically in recent decades with these communities now being recognised as culturally diverse.30 31 Rural people experience unique barriers associated with isolated geographical location, poor policy development and implementations that neglect their unique populations, for instance, the high proportions of First Nations communities in these areas, resulting in impacted health outcomes, reduced education level and employment opportunities and lower average income.28 The cultural landscape of rural communities includes distinct social groups such as farmers and First Nations Peoples that require a distinctive approach to healthcare provision to ensure effectiveness. Due to the diverse characteristics of rural communities, parent-mediated interventions need to be tailored to the target population to increase the likelihood of success. Rural communities, experience significant barriers to effective, comprehensive healthcare resulting in disparities in health and well-being between rural and urban populations in most developed countries.32 A key factor influencing these ongoing inequalities is the lack of primary healthcare research focusing on rural populations, a concept discussed extensively in existing literature.33–35 The necessity of expanding the evidence base of primary healthcare for rural populations further demonstrates the need for this systematic review. Families living rurally raising a child with a neurodevelopmental disorder demonstrate intersectional disadvantage.36 Intersectional disadvantage refers to individuals or communities experiencing two or more different demographic categories of disadvantage, such as rurality and disability, and the way in which the intersection of these disadvantages contributes to the overall negative impact on the population. These communities experience significant barriers to access, coordination and navigation of healthcare services, along with limited infrastructure and increased distance.37 38 These barriers reduce the accessibility of direct healthcare provision and ongoing specialist interventions provided by allied and other health professionals,39 interventions that are recommended as part of best practice for children with neurodevelopmental disorders.40 Due to the reduced access to health services rural populations may benefit from well-designed effective parent-mediated interventions to enhance healthcare networks and services. ### From general to specific parent-mediated intervention characteristics: a research gap Parent-mediated interventions have been more frequently implemented over the last 10 years, particularly since the COVID-19 pandemic.41 The increased implementation of parent-mediated interventions has led to extensive analysis regarding their effectiveness.2 11 42 43 Despite the extensive research published on parent-mediated interventions there does not appear to be a consensus on what characterises an effective parent-mediated intervention for parents of children with neurodevelopmental disorders in rural areas, exploring the interplay of the intervention characteristics such as mode of delivery, duration, intensity and primary aim and population demographics, cultural and social factors.44–47 The analysis of the characteristics of an effective parent-mediated intervention for children with neurodevelopmental disorders over the past 10 years is the focus of this systematic review. A pilot study analysing the effectiveness of parent-mediated interventions for children with neurodevelopmental disorders recommended the generalisation of parent-mediated/carer-mediated interventions as they were proven to be effective for both children and caregivers in the homogeneous urban sample in which they were analysed.48 This recommendation for the generalisation of a mode of healthcare intervention for all populations following analysis with a homogeneous urban sample is problematic as there are population demographics, social and cultural factors associated with specific populations that require consideration for effective intervention implementation. These include factors such as education level, language, socioeconomic status, and cultural and religious beliefs that may vary depending on geographical location. The impact of population characteristics on the effectiveness of a parent-mediated intervention is explored by Trembath *et al* 47 who noted factors such as parental education levels, language and cultural norms impact the broad generalisability of parent-mediated interventions, highlighting the necessity of parent-mediated interventions being specific to the community in which they are being implemented. This is further supported in a randomised clinical trial conducted by Roberts *et al* 49 who identified the necessity of the individualisation of parent-mediated interventions so that the characteristics of the intervention match population contextual factors, to ensure effectiveness, as treatment effect is susceptible to the factors mentioned above. Parsons *et al* 46 noted that there was a need for exploration of the characteristics of effective parent-mediated interventions for specific populations and Kuravackel *et al* 45 discussed the need for evidence-based interventions for rural populations that are effective and culturally responsive. Furthermore, Trembath *et al* 47 noted that further research is needed to identify for whom parent-mediated interventions work best and why, considering the interplay of parent-mediated intervention characteristics and participant contextual factors. ## Objective This systematic review aims to synthesise the existing evidence regarding parent-mediated interventions delivered to parents of children with neurodevelopmental disorders residing in rural areas to identify the characteristics that need consideration for the effective design, implementation and evaluation of these interventions. ## Review question What are the characteristics of effective parent-mediated interventions for parents of children with neurodevelopmental disorders living in rural areas? ## Methods ### Overview A systematic review adhering to the Joanna Briggs Institute (JBI) guidelines for evidence synthesis for reviews of mixed methods will be adopted.50 The JBI critical appraisal tools will be used to assess the study quality of included articles.51 The results will be presented using the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) checklist (online supplemental appendix II).52 The PRISMA flow diagram will be completed to present the literature screening method, illustrating the screening, inclusion and exclusion processes conducted by the reviewers at each stage of the review.52 Five databases, CINAHL, PsycINFO, ProQuest allied health and nursing database, Ebscohost psych and behavioural collection and SocINDEX, were searched twice with the most recent search occurring on 5 March 2024 using predefined search terms with the limiters of full texts, published in English, after 2013. The articles will be exported to EndNote V.20.6 (Clarivate Analytics, Pennsylvania, USA) to deduplicate and organise and then Covidence53 to assist with the screening and extraction. The review will encompass an analysis of qualitative, quantitative and mixed-methods literature to capture outcomes from a broad range of research methodologies, investigating a breadth of participant experiences and perspectives and intervention strategies and outcomes.5 ### Supplementary data [[bmjopen-2023-083464supp001.pdf]](pending:yes) ### Patient and public involvement None. ### Authors’ contributions * Librarian: The librarian played a central role in the construction of search syntax and selection of databases. The librarian oversaw the searches and exportation to EndNote and Covidence. * First reviewer (JC): The first reviewer will complete the initial screenings providing the first vote on inclusion/exclusion and contact authors as required. * Second reviewer (VDS): The second reviewer will complete the second round of screenings casting a second vote on all literature in Covidence. The utilisation of two reviewers ensures the reliability and validity of the screening process. VDS is the project guarantor. * Third reviewer (MC): The third reviewer will complete mediation and conflict resolution as required. ### Eligibility criteria #### Participants Children and adolescents diagnosed with a neurodevelopmental disorder who live rurally and who are the recipients of a parent-mediated intervention. Parents or caregivers of a child or adolescent diagnosed with a neurodevelopmental disorder who live rurally and who participate in a parent-mediated programme. #### Concept All publications that discuss parent-mediated programmes for parents of children and adolescents with neurodevelopmental disorders in rural areas will be included. This will include face-to-face, telehealth, online courses, individual or group-based parent-mediated programmes. ### Context Parent-mediated interventions run for parents/caregivers who live rurally and who have a child/adolescent diagnosed with a neurodevelopmental disorder. #### Types of sources Qualitative, quantitative and mixed-methods research published in English from 2013 to 2024 which refers to parents’ or children’s outcomes. ### Search strategy Two searches were conducted with the latest being completed on 5 March 2024 using preidentified search terms (online supplemental appendix I). Query strings were translated for each interface using the Systematic Review Accelerator polyglot search tool.54 ### Information sources CINAHL, PsycINFO, ProQuest allied health and nursing database, Ebscohost psych and behavioural collection and SocINDEX have been selected as these databases contain research relevant to the research question. * CINAHL Complete Plus with Full Text (EBSCOHost) publishes 4000+ nursing and allied health journals. * PsycINFO is the leading database for behavioural and social science-related literature with more than 5 000 000 peer-reviewed bibliographic records. * ProQuest allied health and nursing database provides content within the fields of nursing and allied health as well as other complementary disciplines, this database is appropriate for students and has nearly 900 full-text articles as well as training videos and reference materials. * Ebscohost Psych and behavioural collection is a database that provides access to extensive literature on child and adolescent psychology and behaviour with hundreds of full-text journals. * SocINDEX is a database that specialises in sociology research with 3104 active indexed and abstracted journals and 2983 active peer-reviewed indexed and abstracted journals. ### Study records #### Data management Following the search all identified citations will be exported to EndNote V.20.6 (Clarivate Analytics) for deduplication and organisation and to the systematic review tool Covidence53 for screening and extraction. #### Selection process Title and abstract screening will be conducted independently and cross-checked by two reviewers from the research team against the inclusion criteria. If an article is deemed eligible or potentially eligible, full texts will be obtained and further reviewed. Any article for which there is uncertainty regarding its inclusion or exclusion will remain in the review. Any conflicts will be mediated and resolved by a third reviewer. Full-text articles that meet the inclusion criteria will be included in the review. A PRISMA-P flow diagram52 will be used to present the data collection procedure and outcomes. #### Data collection process Data will be extracted using the Covidence extraction tool and literature will be populated with notes. The data to be extracted are outlined in the extraction tool developed by the review team (online supplemental appendix III). #### Data items The data extracted will include specific details such as authors, year of publication, study design, population characteristics, intervention characterises and outcomes as outlined in online supplemental appendix III. #### Outcomes and prioritisation The main outcome for which data will be sought is to identify specific characteristics that make a parent-mediated intervention suitable for the parents of children with neurodevelopmental disorders residing in rural areas. This is the outcome of interest as it is hypothesised that characteristics relate directly to effectiveness. #### Bias(es) The JBI critical appraisal tools will be used to identify bias across various methodologies. Identified studies bias will be reported in the presentation of data/results. #### Data synthesis Descriptive analysis will include study type, study location, participant profile and the timing/type of educational strategy. The extracted data will be presented in diagrammatic and/or tabular form which demonstrates these variables. A summary will accompany the tabulated and/or charted results and will describe how the results relate to the review’s objective and question/s. Thematic analysis will be used for qualitative data analysis. This analysis has been selected to assist with reviewing and categorising the literature and providing a framework for interpretation.55 Thematic synthesis will occur in three stages: (1) text coding, (2) descriptive themes and (3) analytical themes. However, if there are too few articles included in the review, a narrative synthesis approach will be used as it allows for a more in-depth analysis of each article compared with a thematic analysis. Therefore, the review may combine a thematic and narrative approach for data analysis. ## Ethics and dissemination This study will neither involve human nor animal subjects and does not require ethics approval. Results will be disseminated to relevant groups in peer-reviewed journal(s) and at relevant children and parent health conferences or rural conferences. The key outcomes will also be shared on social media to support access for non-research audiences. ## Ethics statements ### Patient consent for publication Not applicable. ## Acknowledgments The authors would like to thank Tric Bowman, Senior Client Services Librarian, Charles Sturt University, for her invaluable support in critiquing and improving the search strategy for this protocol. ## Footnotes * Contributors JC, MC and VDS contributed to the conception, design, methods and approach of this systematic review protocol. JC drafted the manuscript with significant input and critical revision from MC and VDS. JC, MC and VDS approved the submitted version and agreed to be accountable for all aspects of the work, ensuring that questions related to the accuracy or integrity of any part of the work. * Funding Funding for open access publishing of this article was provided by Charles Sturt University. * Competing interests None declared. * Patient and public involvement Patients and/or the public were not involved in the design, or conduct, or reporting, or dissemination plans of this research. * Provenance and peer review Not commissioned; externally peer reviewed. * Supplemental material This content has been supplied by the author(s). It has not been vetted by BMJ Publishing Group Limited (BMJ) and may not have been peer-reviewed. Any opinions or recommendations discussed are solely those of the author(s) and are not endorsed by BMJ. BMJ disclaims all liability and responsibility arising from any reliance placed on the content. Where the content includes any translated material, BMJ does not warrant the accuracy and reliability of the translations (including but not limited to local regulations, clinical guidelines, terminology, drug names and drug dosages), and is not responsible for any error and/or omissions arising from translation and adaptation or otherwise. [http://creativecommons.org/licenses/by-nc/4.0/](http://creativecommons.org/licenses/by-nc/4.0/) This is an open access article distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited, appropriate credit is given, any changes made indicated, and the use is non-commercial. See: [http://creativecommons.org/licenses/by-nc/4.0/](http://creativecommons.org/licenses/by-nc/4.0/). ## References 1. Conrad CE , Rimestad ML , Rohde JF , et al . Parent-mediated interventions for children and adolescents with autism spectrum disorders: a systematic review and meta-analysis. Front Psychiatry 2021;12:773604. [doi:10.3389/fpsyt.2021.773604](http://dx.doi.org/10.3389/fpsyt.2021.773604) 2. Brian J , Drmic I , Roncadin C , et al . Effectiveness of a parent-mediated intervention for toddlers with autism spectrum disorder: evidence from a large community implementation. Autism 2022;26:1882–97. [doi:10.1177/13623613211068934](http://dx.doi.org/10.1177/13623613211068934) 3. Casagrande KA , Ingersoll BR . Parent-mediated interventions for social communication in young children with ASD. In: Handbook of social skills and autism spectrum disorder: assessment, curricula, and intervention. 2017: 285–312. 4. Azzano A , Vause T , Ward R , et al . Telehealth parent training for a young child at risk for autism spectrum disorder. Behav Interv 2023;38:140–58. [doi:10.1002/bin.1917](http://dx.doi.org/10.1002/bin.1917) 5. Manohar H , Kandasamy P , Chandrasekaran V , et al . Can RCTs capture it all?-Need for qualitative studies on parent-mediated interventions for children with Autism Spectrum Disorder. Asian J Psychiatr 2020;48:101915. [doi:10.1016/j.ajp.2019.101915](http://dx.doi.org/10.1016/j.ajp.2019.101915) 6. Althoff CE , Dammann CP , Hope SJ , et al . Parent-Mediated Interventions for Children With Autism Spectrum Disorder: A Systematic Review. Am J Occup Ther 2019;73:7303205010p1–13. [doi:10.5014/ajot.2019.030015](http://dx.doi.org/10.5014/ajot.2019.030015) [CrossRef](http://bmjopen.bmj.com/lookup/external-ref?access_num=10.5014/ajot.2019.030015&link_type=DOI) 7. Swanson M . Parent-mediated interventions for infants with Down syndrome. Colorado State University, 2020. 8. Koly KN , Martin-Herz SP , Islam MS , et al . Parent mediated intervention programmes for children and adolescents with neurodevelopmental disorders in South Asia: a systematic review. PLoS One 2021;16:e0247432. [doi:10.1371/journal.pone.0247432](http://dx.doi.org/10.1371/journal.pone.0247432) 9. Rooks-Ellis D , Howorth SK , Kunze M , et al . Effects of a parent training using telehealth: equity and access to early intervention for rural families. J Child Edu Soc 2020;1:141–66. [doi:10.37291/2717638X.20201242](http://dx.doi.org/10.37291/2717638X.20201242) 10. Rahman A , Divan G , Hamdani SU , et al . Effectiveness of the parent-mediated intervention for children with autism spectrum disorder in south Asia in India and Pakistan (PASS): a randomised controlled trial. Lancet Psychiatry 2016;3:128–36. [doi:10.1016/S2215-0366(15)00388-0](http://dx.doi.org/10.1016/S2215-0366(15)00388-0) 11. Pan C-Y , Kuo T-Y , Kuo F-L . Meta-analysis of effectiveness of parent-mediated telehealth interventions in children with autism spectrum disorder. Res Autism Spectr Disord 2023;107:102209. [doi:10.1016/j.rasd.2023.102209](http://dx.doi.org/10.1016/j.rasd.2023.102209) 12. Lee JD , Meadan H . Parent-Mediated Interventions for children with ASD in low-resource settings: a scoping review. Rev J Autism Dev Disord 2021;8:285–98. [doi:10.1007/s40489-020-00218-7](http://dx.doi.org/10.1007/s40489-020-00218-7) 13. Law ML , Singh J , Mastroianni M , et al . Parent-mediated interventions for infants under 24 months at risk for autism spectrum disorder: a systematic review of randomized controlled trials. J Autism Dev Disord 2022;52:2553–74. [doi:10.1007/s10803-021-05148-9](http://dx.doi.org/10.1007/s10803-021-05148-9) 14. American Psychiatric Association D, Association AP. Diagnostic and statistical manual of mental disorders: DSM-5. Washington, DC: American Psychiatric Association, 2013. 15. Misirliyan SS , Boehning AP , Shah M . Development milestones. In: StatPearls. Treasure Island (FL): StatPearls Publishing LLC, 2023. 16. Health AIo, Welfare. Australia’s children. Canberra: AIHW, 2022. 17. Zhong X , Zhao X , Liu Z , et al . Childhood disability and its associated perinatal characteristics in Bao’an district of Shenzhen, China. BMC Public Health 2020;20:1540. [doi:10.1186/s12889-020-09623-3](http://dx.doi.org/10.1186/s12889-020-09623-3) 18. Francés L , Quintero J , Fernández A , et al . Current state of knowledge on the prevalence of neurodevelopmental disorders in childhood according to the DSM-5: a systematic review in accordance with the PRISMA criteria. Child Adolesc Psychiatry Ment Health 2022;16:27. [doi:10.1186/s13034-022-00462-1](http://dx.doi.org/10.1186/s13034-022-00462-1) 19. Scandurra V , Emberti Gialloreti L , Barbanera F , et al . Neurodevelopmental disorders and adaptive functions: a study of children with Autism Spectrum Disorders (ASD) and/or Attention Deficit and Hyperactivity Disorder (ADHD). Front Psychiatry 2019;10:673. [doi:10.3389/fpsyt.2019.00673](http://dx.doi.org/10.3389/fpsyt.2019.00673) 20. Zeidan J , Fombonne E , Scorah J , et al . Global prevalence of autism: a systematic review update. Autism Res 2022;15:778–90. [doi:10.1002/aur.2696](http://dx.doi.org/10.1002/aur.2696) [CrossRef](http://bmjopen.bmj.com/lookup/external-ref?access_num=10.1002/AUR.2696&link_type=DOI) [PubMed](http://bmjopen.bmj.com/lookup/external-ref?access_num=35238171&link_type=MED&atom=%2Fbmjopen%2F14%2F8%2Fe083464.atom) 21. Salari N , Ghasemi H , Abdoli N , et al . The global prevalence of ADHD in children and adolescents: a systematic review and meta-analysis. Ital J Pediatr 2023;49:48. [doi:10.1186/s13052-023-01456-1](http://dx.doi.org/10.1186/s13052-023-01456-1) 22. Reddihough D . Cerebral palsy in childhood. Aust Fam Physician 2011;40:192–6. [PubMed](http://bmjopen.bmj.com/lookup/external-ref?access_num=21597527&link_type=MED&atom=%2Fbmjopen%2F14%2F8%2Fe083464.atom) 23. Chow JC , Hormozdiari F . Prediction of neurodevelopmental disorders based on de novo coding variation. J Autism Dev Disord 2023;53:963–76. [doi:10.1007/s10803-022-05586-z](http://dx.doi.org/10.1007/s10803-022-05586-z) 24. Hee Chung E , Chou J , Brown KA . Neurodevelopmental outcomes of preterm infants: a recent literature review. Transl Pediatr 2020;9:S3–8. [doi:10.21037/tp.2019.09.10](http://dx.doi.org/10.21037/tp.2019.09.10) 25. Carlsson T , Molander F , Taylor MJ , et al . Early environmental risk factors for neurodevelopmental disorders - a systematic review of twin and sibling studies. Dev Psychopathol 2021;33:1448–95. [doi:10.1017/S0954579420000620](http://dx.doi.org/10.1017/S0954579420000620) [CrossRef](http://bmjopen.bmj.com/lookup/external-ref?access_num=10.1017/S0954579420000620&link_type=DOI) [PubMed](http://bmjopen.bmj.com/lookup/external-ref?access_num=32703331&link_type=MED&atom=%2Fbmjopen%2F14%2F8%2Fe083464.atom) 26. Arora NK , Nair MKC , Gulati S , et al . Neurodevelopmental disorders in children aged 2-9 years: population-based burden estimates across five regions in India. PLOS Med 2018;15:e1002615. [doi:10.1371/journal.pmed.1002615](http://dx.doi.org/10.1371/journal.pmed.1002615) 27. Bush NR , Wakschlag LS , LeWinn KZ , et al . Family environment, neurodevelopmental risk, and the Environmental Influences on Child Health Outcomes (ECHO) initiative: looking back and moving forward. Front Psychiatry 2020;11:547. [doi:10.3389/fpsyt.2020.00547](http://dx.doi.org/10.3389/fpsyt.2020.00547) 28. Health AIo, Welfare. Rural and remote health. Canberra: AIHW, 2023. 29. Bański J , Mazur M . Classification of rural areas in Poland as an instrument of territorial policy. Land use policy 2016;54:1–17. [doi:10.1016/j.landusepol.2016.02.005](http://dx.doi.org/10.1016/j.landusepol.2016.02.005) 30. Forrest J , Dunn K . Cultural diversity, racialisation and the experience of racism in rural Australia: the South Australian case. J Rural Stud 2013;30:1–9. [doi:10.1016/j.jrurstud.2012.11.002](http://dx.doi.org/10.1016/j.jrurstud.2012.11.002) 31. Hilty DM , Gentry MT , McKean AJ , et al . Telehealth for rural diverse populations: telebehavioral and cultural competencies, clinical outcomes and administrative approaches. Mhealth 2020;6:20. [doi:10.21037/mhealth.2019.10.04](http://dx.doi.org/10.21037/mhealth.2019.10.04) 32. Weinhold I , Gurtner S . Understanding shortages of sufficient health care in rural areas. Health Policy 2014;118:201–14. [doi:10.1016/j.healthpol.2014.07.018](http://dx.doi.org/10.1016/j.healthpol.2014.07.018) [CrossRef](http://bmjopen.bmj.com/lookup/external-ref?access_num=10.1016/j.healthpol.2014.07.018&link_type=DOI) 33. Alston L , Field M , Brew F , et al . Addressing the lack of research in rural communities through building rural health service research: establishment of a research unit in Colac, a medium rural town. Aust J Rural Health 2022;30:536–9. [doi:10.1111/ajr.12860](http://dx.doi.org/10.1111/ajr.12860) 34. Moran A , Haines H , Raschke N , et al . Mind the gap: is it time to invest in embedded researchers in regional, rural and remote health services to address health outcome discrepancies for those living in rural, remote and regional areas? Aust J Prim Health 2019;25:104–7. [doi:10.1071/PY18201](http://dx.doi.org/10.1071/PY18201) 35. O’Sullivan B , Cairns A , Gurney T . Exploring how to sustain “place-based” rural health academic research for informing rural health systems: a qualitative investigation. Health Res Policy Syst 2020;18:90. [doi:10.1186/s12961-020-00608-7](http://dx.doi.org/10.1186/s12961-020-00608-7) 36. O’Connor C , Bright LK , Bruner JP . The emergence of intersectional disadvantage. Soc Epistemol 2019;33:23–41. [doi:10.1080/02691728.2018.1555870](http://dx.doi.org/10.1080/02691728.2018.1555870) 37. Brian J , Solish A , Dowds E , et al . “Going Mobile”-increasing the reach of parent-mediated intervention for toddlers with ASD via group-based and virtual delivery. J Autism Dev Disord 2022;52:5207–20. [doi:10.1007/s10803-022-05554-7](http://dx.doi.org/10.1007/s10803-022-05554-7) 38. Scarpa A , Jensen LS , Gracanin D , et al . Access to autism spectrum disorder services for rural appalachian citizens. J Appalach Health 2020;2:25–40. [doi:10.13023/jah.0201.04](http://dx.doi.org/10.13023/jah.0201.04) 39. Dew A , Bulkeley K , Veitch C , et al . Addressing the barriers to accessing therapy services in rural and remote areas. Disabil Rehabil 2013;35:1564–70. [doi:10.3109/09638288.2012.720346](http://dx.doi.org/10.3109/09638288.2012.720346) [CrossRef](http://bmjopen.bmj.com/lookup/external-ref?access_num=10.3109/09638288.2012.720346&link_type=DOI) [PubMed](http://bmjopen.bmj.com/lookup/external-ref?access_num=23009191&link_type=MED&atom=%2Fbmjopen%2F14%2F8%2Fe083464.atom) 40. Liu Q , Hsieh W-Y , Cheatham G , et al . Parent-mediated intervention delivered through telehealth for children with autism spectrum disorder. Cochrane Database Syst Rev 2021;2021. [doi:10.1002/14651858.CD014793](http://dx.doi.org/10.1002/14651858.CD014793) 41. Yosep I , Prayogo SA , Kohar K , et al . Managing autism spectrum disorder in the face of pandemic using internet-based parent-mediated interventions: a systematic review of randomized controlled trials. Children (Basel) 2022;9:1483. [doi:10.3390/children9101483](http://dx.doi.org/10.3390/children9101483) 42. Dahiya AV , Ruble L , Kuravackel G , et al . Efficacy of a telehealth parent training intervention for children with autism spectrum disorder: rural versus urban areas. Evid-Based Pract Child Adolesc Ment Health 2022;7:41–55. [doi:10.1080/23794925.2021.1941431](http://dx.doi.org/10.1080/23794925.2021.1941431) 43. Pennington L , Akor WA , Laws K , et al . Parent-mediated communication interventions for improving the communication skills of preschool children with non-progressive motor disorders. Cochrane Database Syst Rev 2018;7:CD012507. [doi:10.1002/14651858.CD012507.pub2](http://dx.doi.org/10.1002/14651858.CD012507.pub2) 44. Blake JM , Rubenstein E , Tsai P-C , et al . Lessons learned while developing, adapting and implementing a pilot parent-mediated behavioural intervention for children with autism spectrum disorder in rural Bangladesh. Autism 2017;21:611–21. [doi:10.1177/1362361316683890](http://dx.doi.org/10.1177/1362361316683890) 45. Kuravackel GM , Ruble LA , Reese RJ , et al . COMPASS for hope: evaluating the effectiveness of a parent training and support program for children with ASD. J Autism Dev Disord 2018;48:404–16. [doi:10.1007/s10803-017-3333-8](http://dx.doi.org/10.1007/s10803-017-3333-8) 46. Parsons D , Cordier R , Vaz S , et al . Parent-mediated intervention training delivered remotely for children with autism spectrum disorder living outside of urban areas: systematic review. J Med Internet Res 2017;19:e198. [doi:10.2196/jmir.6651](http://dx.doi.org/10.2196/jmir.6651) 47. Trembath D , Gurm M , Scheerer NE , et al . Systematic review of factors that may influence the outcomes and generalizability of parent‐mediated interventions for young children with autism spectrum disorder. Autism Res 2019;12:1304–21. [doi:10.1002/aur.2168](http://dx.doi.org/10.1002/aur.2168) 48. Ge D , Wei H , Wang Y , et al . Effectiveness of caregiver-mediated intervention: a pilot study for children with neurodevelopmental disorders. Prim Health Care Res Dev 2022;23:e63. [doi:10.1017/S1463423622000524](http://dx.doi.org/10.1017/S1463423622000524) 49. Roberts MY , Sone BJ , Jones M , et al . One size does not fit all for parent-mediated autism interventions: a randomized clinical trial. Autism 2023;27:443–55. [doi:10.1177/13623613221102736](http://dx.doi.org/10.1177/13623613221102736) 50. Aromataris E , Munn Z . JBI manual for evidence synthesis. Joanna Briggs Institute, 2020. 51. Institute JB. Checklist for systematic reviews and research syntheses. The Joanna Briggs Institute critical appraisal tools for use in JBI systematic reviews.2017:2019–5. 52. Page MJ , McKenzie JE , Bossuyt PM , et al . The PRISMA 2020 statement: an updated guideline for reporting systematic reviews. BMJ 2021;372:n71. [doi:10.1136/bmj.n71](http://dx.doi.org/10.1136/bmj.n71) 53. Covidence. Covidence systematic review software. Melbourne: Veritas Health Innovation, 2020. 54. Clark JM , Sanders S , Carter M , et al . Improving the translation of search strategies using the Polyglot Search Translator: a randomized controlled trial. J Med Libr Assoc 2020;108:195–207. [doi:10.5195/jmla.2020.834](http://dx.doi.org/10.5195/jmla.2020.834) [CrossRef](http://bmjopen.bmj.com/lookup/external-ref?access_num=10.5195/jmla.2020.834&link_type=DOI) [PubMed](http://bmjopen.bmj.com/lookup/external-ref?access_num=http://www.n&link_type=MED&atom=%2Fbmjopen%2F14%2F8%2Fe083464.atom) 55. Thomas J , Harden A . Methods for the thematic synthesis of qualitative research in systematic reviews. BMC Med Res Methodol 2008;8:45. [doi:10.1186/1471-2288-8-45](http://dx.doi.org/10.1186/1471-2288-8-45)