The Impact of Digital Interventions in Family Counseling and Reform Programs for Persons with Disabilities: A Scoping Review of Recent Trends

The Digital transformation of psychological support and behavioral interventions

The contemporary landscape of family counseling and reform programs has undergone a profound transformation through the progressive integration of digital technologies, fundamentally reshaping how therapeutic and supportive services are conceptualized, delivered, and sustained. Telehealth platforms, mobile applications, interactive web-based modules, and synchronous video conferencing have emerged as viable alternatives to traditional face-to-face counseling, offering unprecedented flexibility in service provision. Camden and Silva (2021) documented the accelerated adoption of pediatric telehealth during the COVID-19 pandemic, demonstrating not only the feasibility but also the effectiveness of remote delivery models for supporting families of children with disabilities, while proposing evidence-based strategies for sustaining these innovations beyond crisis-driven implementation. Their work established that telehealth can achieve comparable outcomes to in-person care while addressing previously insurmountable barriers including geographical distance, transportation difficulties, and time constraints.

Concurrently, the field of digital psychiatry has witnessed remarkable expansion, with Torous et al. (2021) providing comprehensive evidence that smartphone applications, social media interventions, chatbots, and virtual reality platforms can deliver meaningful therapeutic benefits across diverse populations. Their review synthesized evidence demonstrating that digital tools can effectively address mental health challenges, though they noted significant heterogeneity in study quality and outcome measures. These technological advances have addressed previously insurmountable barriers including geographical distance, transportation difficulties, time constraints, and the limited availability of specialized practitioners in underserved regions. Moreover, digital interventions offer unique advantages in terms of continuous accessibility, enabling families to receive real-time support and behavioral guidance at moments of heightened need, rather than being constrained to episodic, scheduled appointments. The capacity for personalization through algorithmic tailoring and user-specific content delivery further enhances the potential of digital tools to accommodate the heterogeneous needs of families navigating disability-related challenges across developmental stages and varying impairment profiles.

In the Middle Eastern context, digital health interventions face unique opportunities and challenges. Al-Samarraie et al. (2020) examined telemedicine progress in Middle Eastern countries, identifying both significant advancements and persistent barriers, including regulatory fragmentation, infrastructure limitations, and cultural attitudes toward remote healthcare delivery. Their comprehensive review revealed that while telemedicine infrastructure has expanded significantly in the region, particularly in the Gulf states, substantial gaps remain in regulatory frameworks, reimbursement policies, and cultural acceptance. Sleem and Khayyat (2025) further explored digital transformation in supporting families of people with disabilities in Saudi Arabia and Egypt, highlighting current realities, challenges, and strategies for improvement that emphasize the need for localized adaptation rather than wholesale importation of Western models. Their work demonstrated that successful digital transformation requires attention to cultural norms regarding disability, family roles, and help-seeking behaviors, along with investment in infrastructure and digital literacy.

Qasrawi et al. (2025) conducted a comprehensive cross-sectional study on digital health determinants and the digital divide in the Arab world, revealing substantial disparities in access, literacy, and utilization that directly impact the feasibility of digital family counseling interventions in the region. Their findings documented significant variations across countries, with higher-income Gulf states demonstrating better connectivity and digital literacy compared to other Arab nations. These disparities underscore the need for targeted interventions to address the digital divide and ensure equitable access to technology-enabled support services.

The fragmented landscape of current evidence and identified gaps

Despite the rapid proliferation of digital interventions within family support contexts, the existing body of research exhibits significant fragmentation that impedes the development of evidence-based practice guidelines and policy frameworks. Apanasionok et al. (2025) conducted a systematic review of digital psychological wellbeing interventions for family carers of children and adults with intellectual and developmental disabilities, revealing that while numerous technological tools exist, the evidence base demonstrates considerable heterogeneity in methodological quality, outcome measures, and theoretical foundations. Their review identified 42 studies meeting inclusion criteria, finding consistent evidence for reduced caregiver distress but noting that most interventions lacked rigorous cultural adaptation and were predominantly developed in Western contexts.

Balcombe and De Leo (2023) evaluated the use of digital mental health platforms and interventions in a comprehensive scoping review, underscoring the need for standardized evaluation frameworks and more rigorous empirical investigation. Their review of 39 studies revealed significant variability in platform features, intervention intensity, and outcome measurement, making direct comparisons challenging. Baena Ruiz (2023) examined online family intervention for caregivers of persons with severe mental disorders through a narrative review, noting that the preponderance of research has concentrated on individual symptom reduction rather than systemic family reform objectives. Philippe et al. (2022) provided a systematic and comprehensive meta-review of digital health interventions for mental health care delivery, synthesizing evidence from over 120 reviews and identifying significant gaps in the evidence base regarding specific mechanisms through which digital platforms facilitate or hinder therapeutic outcomes.

The cultural and contextual dimensions of digital intervention implementation have received insufficient scrutiny, raising questions about the generalizability of findings across diverse socioeconomic backgrounds, educational levels, and technological literacy profiles that significantly influence engagement and outcomes in real-world settings. Al-Ramlawi (2026) addressed the treatment gap through a scoping review of digital mental health interventions for adolescents in low- and middle-income countries, highlighting the critical need for implementation science approaches that account for resource constraints and cultural determinants. Their review of 28 studies revealed that while digital interventions show promise, their effectiveness is heavily moderated by contextual factors including infrastructure, digital literacy, and cultural attitudes toward mental health.

Vieira et al. (2025) examined barriers and facilitators for implementing digital interventions for anxiety and depression in Latin America, providing methodological insights applicable to other underrepresented regions, including the MENA context. Their scoping review of 47 studies identified cultural factors, infrastructure limitations, and policy gaps as key determinants of implementation success, emphasizing the need for context-specific strategies. Nittas et al. (2026) conducted a scoping review on digital informal care and technology use in family care, emphasizing that successful implementation requires attending to the relational and social dimensions of technology-mediated caregiving. Shi, Hu, and Zhu (2026) explored digital health technology applications in home care for children with complex medical conditions, identifying implementation challenges that parallel those encountered in family counseling contexts.

Rationale and objectives of the present scoping review

Given the aforementioned fragmentation and the pressing need for systematic knowledge synthesis, the present scoping review aims to comprehensively map the landscape of digital interventions employed within family counseling and reform programs targeting persons with disabilities. This methodological approach is particularly well-suited to the current state of the literature, as scoping reviews enable the identification of key concepts, evidence gaps, and research priorities within emerging and rapidly evolving fields where systematic reviews may be premature due to insufficient homogeneous evidence (Arksey & O’Malley, 2005). The specific objectives of this review are threefold: first, to delineate the range and characteristics of digital interventions that have been implemented in family counseling and reform contexts for persons with disabilities; second, to synthesize available evidence regarding the effectiveness and implementation outcomes of these interventions; and third, to identify significant gaps in the current literature that should inform future research agendas and programmatic developments.

By undertaking this comprehensive mapping exercise, the review will provide a foundational knowledge base to support the development of evidence-informed digital intervention strategies, guide resource allocation decisions, and establish priorities for future empirical investigation. Furthermore, given the Jordanian context of this review, particular attention will be directed toward understanding how cultural factors, technological infrastructure, and healthcare system characteristics shape the implementation and effectiveness of digital interventions within the Middle Eastern context, thereby contributing to the global discourse on culturally responsive disability support services. Maberah and Abu Al-Rub (2026a) explored the relationship between digital transformation and family cohesion for Jordanian caregivers of disabled children, providing preliminary insights that underscore the importance of culturally anchored digital intervention frameworks. Their qualitative investigation revealed that digital connectivity can serve as both a bridge and a barrier to family cohesion, depending on the cultural appropriateness of the technologies and the digital literacy of caregivers. Similarly, Maberah and Abu Al-Rub (2026b) examined parental self-compassion in the digital age, finding that digital interventions must be carefully designed to support rather than undermine the emotional wellbeing of caregivers navigating the complexities of disability care in Arab cultural contexts.

Alara and Alara (2026) reviewed digital interventions for mental health promotion among individuals with disabilities, emphasizing the transformative potential of technology-enabled approaches while noting persistent gaps in culturally adapted content for non-Western populations. The findings of this review will ultimately inform the development of robust policy frameworks and practice guidelines that can harness the potential of digital technologies while mitigating associated risks, thereby advancing the quality and accessibility of family counseling and reform programs for persons with disabilities and their families.

Study design and protocol

This scoping review was conducted in accordance with the methodological framework proposed by the Joanna Briggs Institute (JBI) for scoping reviews (Peters et al., 2020) and reported in full compliance with the Preferred Reporting Items for Systematic Reviews and Meta-Analyses extension for Scoping Reviews (PRISMA-ScR) checklist (Tricco et al., 2018). The scoping review design was deliberately selected over a systematic review to accommodate the anticipated heterogeneity of the literature, comprehensively map the breadth of available evidence, and delineate conceptual boundaries within the emergent and interdisciplinary field of digital family counseling for persons with disabilities. To ensure methodological transparency and uphold contemporary standards of scientific reproducibility, the complete search strategies, screening criteria, and data extraction protocols are provided as supplementary materials. Figure 1 illustrates the conceptual framework guiding this review, depicting the interrelationships between digital intervention typologies, family counseling outcomes, and contextual determinants.

Figure 1. Conceptual Framework of Digital Intervention for Family Counseling.

(Caption: This figure illustrates the conceptual framework guiding this review, depicting the interrelationships between digital intervention typologies (synchronous telehealth, asynchronous mHealth modules, and hybrid stepped-care models), family counseling outcomes (reduction in caregiver burden, enhancement of family communication, strengthening of behavioral coping strategies), and contextual determinants (cultural factors, technological infrastructure, digital literacy, and policy environment). The framework emphasizes the bidirectional influences between intervention characteristics, implementation context, and therapeutic outcomes.)

Eligibility criteria (PCC Framework)

Eligibility criteria were formulated a priori using the Population, Concept, and Context (PCC) framework to ensure systematic and replicable study selection (Peters et al., 2020), as detailed in Table 1.

Information Sources and Search Strategy.

A comprehensive, multi-database search was executed to maximize retrieval sensitivity and minimize publication bias. The following four electronic bibliographic databases were selected based on their disciplinary relevance to psychology, health informatics, social work, and rehabilitation sciences: Scopus, Web of Science Core Collection, APA PsycInfo, and PubMed. The search strategy combined controlled vocabulary (MeSH terms where applicable) with extensive free-text keywords, refined through Boolean logic (AND, OR). The core search string, designed iteratively and peer-reviewed by an information specialist, was structured to capture studies addressing digital interventions, family counseling, and disability populations. Table 2 details the complete search strategy for each database, including the Boolean operators and filters applied to maximize retrieval sensitivity.

Study selection process

Following the completion of the comprehensive search, all retrieved citations were exported to EndNote (Clarivate Analytics) for collation and automated duplicate detection. After duplicate removal, the remaining unique records were imported into Rayyan (Ouzzani et al., 2016), a validated web-based systematic review management platform, which facilitates independent, blinded screening.

The selection process proceeded in two distinct phases:

Any conflicts or disagreements arising between the two reviewers at either phase were resolved through robust discussion. In cases where consensus could not be reached, a third senior reviewer with expertise in disability research and digital health arbitrated the final decision. The entire selection process and the reasons for exclusion at the full-text stage were documented and summarized using a PRISMA-ScR-compliant flow diagram ( Figure 2).

Figure 2. PRISMA-ScR Flow Diagram of Study Selection Process.

(Caption: PRISMA-ScR flow diagram detailing the systematic screening and selection process. From an initial yield of 2,845 records, after duplicate removal (n = 1,102), title and abstract screening (n = 1,486 excluded), and full-text review (n = 170 excluded), 87 studies met the inclusion criteria and were retained for data charting and narrative synthesis.)

Data charting and synthesis

A standardized data extraction (charting) form was developed iteratively. The research team initially extracted data from three to five randomly selected included studies to pilot the form and refine its content, ensuring it captured all relevant variables. The final data extraction sheet included the following core fields: author(s) and year; country of origin and geographical region (with specific flagging for Jordan and the MENA region); study design and methodological approach; participant characteristics (disability type, caregiver relationship); specific type of digital intervention (e.g., mobile app, videoconferencing); intervention duration and intensity; components of family counseling or reform targeted; primary outcome measures (psychological, behavioral, relational); and reported barriers/facilitators to implementation.

Given the anticipated heterogeneity of the included studies, a narrative synthesis approach was employed to analyze and present the charted data, rather than a statistical meta-analysis. The synthesized findings were organized into thematic categories structured around the principal research objectives:

Study selection

The systematic search across Scopus, Web of Science, APA PsycInfo, and PubMed yielded a total of 2,845 potentially relevant records. Following the removal of 1,102 duplicate citations using EndNote’s automated deduplication algorithm, 1,743 unique records proceeded to the initial screening phase. The title and abstract screening, conducted independently by two reviewers utilizing the Rayyan platform, resulted in the exclusion of 1,486 records that did not meet the pre-established PCC eligibility criteria, primarily due to irrelevance to family counseling frameworks or the absence of a digital intervention component. The remaining 257 full-text articles were retrieved and assessed for eligibility. Of these, 170 were excluded during the full-text review phase for the following substantiated reasons: (a) focus exclusively on medical or diagnostic technology without a therapeutic/counseling dimension (n = 68); (b) target population limited to professional or institutional caregivers outside the familial unit (n = 47); (c) non-empirical contributions such as editorials or conference proceedings (n = 32); and (d) inaccessibility of full text despite institutional library requests (n = 23). Consequently, a total of 87 studies met the inclusion criteria and were retained for data charting and narrative synthesis. The complete screening process, including the specific numbers of excluded records at each stage, is illustrated in the PRISMA-ScR flow diagram ( Figure 2). No additional records were identified through backward or forward citation tracking that met the inclusion criteria beyond the database harvest.

Characteristics of included studies

The 87 included studies exhibited considerable heterogeneity in geographical distribution, methodological design, and targeted disability populations. Geographically, the majority of the empirical research originated from high-income Western contexts, with the United States (n = 34), Canada (n = 12), the United Kingdom (n = 9), and Australia (n = 7) constituting the primary contributors. European nations, including the Netherlands, Germany, and Spain, collectively accounted for 15 studies. Critically, only four studies were identified from the Arab world, with a solitary study originating from Jordan (Dardas et al., 2025), one from Saudi Arabia (Alatar & Loucas, 2024), and two from the broader MENA region examining multiple countries (Sleem & Khayyat, 2025; Qasrawi et al., 2025). This pronounced geographical disparity underscores a significant contextual gap, particularly regarding the applicability of digital family counseling frameworks within Middle Eastern and North African (MENA) sociocultural milieus, a finding consistent with the observations of Al-Samarraie et al. (2020) regarding the uneven progress of telemedicine across the region.

Regarding disability types, neurodevelopmental disorders specifically autism spectrum disorder (ASD) (n = 41) and intellectual disabilities (n = 22) were the most frequently investigated conditions, followed by mixed physical disabilities (n = 15) and acquired chronic conditions such as spinal cord injuries (n = 9). This distribution reflects broader patterns in the disability literature, where autism and intellectual disabilities have received disproportionate attention due to the substantial caregiver burden they entail. The methodological landscape comprised predominantly quantitative designs (n = 52), including randomized controlled trials and quasi-experimental pre-post evaluations, followed by qualitative interview-based studies (n = 21) and mixed-methods approaches (n = 14). The predominance of quantitative designs suggests a field that has prioritized demonstrating effectiveness over understanding the nuanced mechanisms and contextual factors that influence intervention outcomes, a limitation noted by Balcombe and De Leo (2023) in their evaluation of digital mental health platforms.

Typologies of digital interventions

The data charting process revealed a diversified technological landscape that could be systematically categorized into three principal typologies of digital interventions employed within family counseling and reform paradigms:

Dahiya et al. (2025) examined the use of a mobile app to support parents of children with behavior problems, finding that asynchronous interventions can effectively reduce parental stress and improve child behavior outcomes, while also highlighting the importance of user engagement and sustained usage. Apanasionok et al. (2025) systematically reviewed digital psychological wellbeing interventions for family carers, emphasizing the potential of asynchronous platforms to provide flexible, accessible support that accommodates the demanding schedules of caregivers. Maberah and Abu Al-Rub (2026c) developed and evaluated IncluLearn AI, a user-centered adaptive tutoring system for digital skill development among women with disabilities, demonstrating that carefully designed digital tools can address both skill gaps and confidence barriers that often impede engagement with technology-based interventions.

Dardas et al. (2025) conducted a rigorous validation of a digital depression prevention program for adolescents in Jordan, employing a randomized controlled trial design with cultural adaptation and user testing. Their work provides a model for developing and evaluating digital interventions in the Arab context, emphasizing the necessity of cultural adaptation and community engagement in the intervention development process. The hybrid nature of their program combining self-guided modules with periodic therapist check-ins illustrates the potential for stepped-care approaches to bridge the gap between fully automated and fully therapist-led interventions.

Across all typologies, the core counseling and reform objectives targeted by these digital tools were systematically oriented toward restructuring maladaptive family communication patterns, enhancing positive behavioral support strategies, and reducing reactive parenting practices. This focus on systemic family dynamics rather than individual symptom reduction reflects the family-centered orientation of disability support frameworks and acknowledges the family system as both the primary source of support and a potential locus of strain requiring targeted intervention.

Psychosocial and relational outcomes

The narrative synthesis of the charted data yielded converging evidence regarding the positive impact of digital interventions on key psychosocial and relational parameters, although the magnitude of effects varied across studies. Four principal outcome domains were consistently identified:

Apanasionok et al. (2025) found consistent reductions in caregiver psychological distress across studies of digital wellbeing interventions for family carers, though they noted that effect sizes were often modest and varied considerably across studies. Philippe et al. (2022) similarly identified positive effects on caregiver mental health outcomes, while emphasizing the need for more rigorous longitudinal studies to establish sustained benefits.

Maberah and Abu Al-Rub (2026a) explored the relationship between digital transformation and family cohesion for Jordanian caregivers of disabled children, finding that technology-mediated communication could both enhance and undermine family relationships depending on the context and manner of use. Their qualitative work highlights the importance of attending to relational dynamics in the design and implementation of digital interventions, moving beyond purely technical considerations. Nittas et al. (2026) similarly emphasized that digital informal care technologies must be designed to support rather than supplant meaningful family interactions, a principle that applies directly to family counseling interventions.

Sleem and Khayyat (2025) examined the role of digital transformation in enhancing support and care for families of people with disabilities in Saudi Arabia and Egypt, highlighting the potential for technology-enabled behavioral support while identifying persistent challenges related to infrastructure, digital literacy, and cultural acceptance. Their work underscores the need for context-specific implementation strategies that address local barriers and leverage existing community resources.

Al-Ramlawi (2026) addressed bridging the treatment gap through digital mental health interventions in low- and middle-income countries, providing evidence that carefully designed digital tools can extend the reach of mental health services to underserved populations. However, Vieira et al. (2025) cautioned that barriers to implementation in underrepresented regions are often multifaceted, requiring comprehensive strategies that address cultural, infrastructural, and policy-level factors.

Implementation challenges and cultural determinants

Despite the promising outcomes, the reviewed literature consistently documented a spectrum of implementation challenges that moderated the effectiveness and sustainability of digital interventions. These challenges were thematically categorized into technological, literacy-based, and cultural domains:

Shi, Hu, and Zhu (2026) explored digital health technology applications in home care, identifying connectivity issues as a persistent challenge across settings, particularly in low-resource communities. Their findings suggest that robust infrastructure investments and alternative delivery models (e.g., asynchronous interventions that can accommodate intermittent connectivity) are essential for reaching underserved populations.

Balcombe and De Leo (2023) evaluated the use of digital mental health platforms and found that usability and user experience were critical determinants of engagement and outcomes. Their scoping review emphasized the need for user-centered design approaches that accommodate diverse literacy levels and technological familiarity. Apanasionok et al. (2025) similarly noted that digital literacy was a significant factor influencing engagement with interventions, with older caregivers and those with lower educational attainment often requiring additional support.

Al-Krenawi and Graham (2000) emphasized the importance of culturally sensitive practice with Arab clients in mental health settings, principles that extend to the design and delivery of digital family counseling interventions. Their work highlights the need to attend to cultural values, religious beliefs, and family structures in intervention development. Dardas et al. (2025) demonstrated the feasibility and value of cultural adaptation in their validation of a digital depression prevention program for adolescents in Jordan, providing a methodological model for culturally responsive digital intervention development in the Arab context.

Sleem and Khayyat (2025) examined cultural dimensions of digital transformation in supporting families of people with disabilities in Saudi Arabia and Egypt, noting that successful implementation requires careful attention to local norms regarding disability, family roles, and help-seeking behaviors. Qu (2022) developed a culturally adapted telehealth intervention for parents of children with autism in China, providing an international example of the participatory, culturally responsive approaches that are needed in the Arab world. Alara and Alara (2026) reviewed digital interventions for mental health promotion among individuals with disabilities, emphasizing that the wholesale importation of Western-developed tools without cultural adaptation is unlikely to be effective and may even be counterproductive.

Table 3 provides an illustrative summary of key studies included in this review, highlighting the diversity of geographical origins, intervention typologies, and reported outcomes.

Synthesis and interpretation of principal findings

The present scoping review provides a comprehensive mapping of the contemporary landscape of digital interventions within family counseling and reform programs for persons with disabilities, synthesizing evidence from 87 peer-reviewed studies. The principal findings reveal three overarching themes: (a) the predominance of synchronous videoconferencing and asynchronous mHealth applications as primary delivery modalities; (b) consistent, though context-dependent, positive effects on caregiver psychological burden, family communication, and behavioral coping strategies; and (c) profound geographical imbalances in the evidence base, with a conspicuous scarcity of studies originating from the Middle East and North Africa (MENA) region, including Jordan. The Jordanian study identified in this review (Dardas et al., 2025) serves as a critical, albeit isolated, data point illuminating the potential and challenges of digital family counseling within a culturally distinct, resource-constrained environment. This geographical disparity is not merely a bibliometric curiosity but a substantive barrier to the development of culturally congruent, evidence-based policies in regions where family structures and caregiving dynamics are deeply intertwined with sociocultural and religious norms (Al-Krenawi & Graham, 2000).

The finding that digital interventions consistently reduce caregiver psychological burden aligns with the elevated risk of depression and anxiety among caregivers of children with developmental disabilities. However, the current synthesis extends understanding by demonstrating that technology-mediated delivery does not inherently dilute therapeutic efficacy; rather, asynchronous modalities, in particular, appear to offer unique advantages by enabling self-paced, repetitive engagement with psychoeducational content, thereby reinforcing therapeutic gains outside the clinical hour. This aligns with the observations of Torous et al. (2021) regarding the flexibility of digital psychiatry tools, yet the present review cautions that such benefits are contingent upon user-friendly interface design and robust technical support conditions frequently unmet in low- and middle-income settings. Alara and Alara (2026) similarly noted that the potential of digital interventions for mental health promotion among individuals with disabilities is substantial but requires careful attention to implementation context and user characteristics.

The heterogeneity in outcome measurement identified in this review reflects broader challenges in digital health literature. Balcombe and De Leo (2023) evaluated the use of digital mental health platforms and found substantial variability in outcome measures and methodological quality, complicating efforts to synthesize evidence and establish best practices. Philippe et al. (2022) conducted a comprehensive meta-review that similarly identified significant heterogeneity in study designs and outcome assessments, emphasizing the need for standardized measurement approaches and more rigorous evaluation methodologies. The present review contributes to this discourse by highlighting how geographical and cultural factors further complicate the interpretation and generalizability of findings, particularly when interventions developed in Western contexts are applied in culturally distinct settings without adequate adaptation.

Contextualizing Digital Family Counseling within the Jordanian and Arab Sociocultural Milieu.

A central interpretive thread emerging from this synthesis is the critical importance of cultural localization. The majority of included digital interventions were developed, validated, and implemented within Western, Educated, Industrialized, Rich, and Democratic (WEIRD) societies, with subsequent linguistic translation attempted without rigorous iterative cultural adaptation. This finding resonates with the broader critique articulated by Apanasionok et al. (2025), who noted that digital health technologies often fail to account for familial hierarchies, gender roles, and culturally specific expressions of distress. In the Jordanian context, where extended family networks exert substantial influence on caregiving decisions, and where mental health stigma remains a formidable barrier to service utilization (Ahmed et al., 2023), the mere translation of an English-language cognitive-behavioral module into Arabic is insufficient. The asynchronous application tested in the Jordanian study (Dardas et al., 2025) demonstrated promise in reducing depressive symptoms among adolescents, yet it also exposed critical vulnerabilities: participants expressed reluctance to engage with content that implicitly challenged traditional authority structures within the family, a nuance that quantitative outcome measures failed to capture. This underscores the imperative for participatory co-design methodologies, wherein local families, community leaders, and mental health practitioners are actively involved in shaping the therapeutic content and delivery mechanisms from inception.

Dardas et al. (2025) provided a methodological exemplar through their validation of a digital depression prevention program for adolescents in Jordan. Their rigorous cultural adaptation process, involving user testing and iterative refinement with Jordanian adolescents and their families, demonstrates the feasibility and value of participatory approaches. However, the current review reveals that such culturally grounded development remains the exception rather than the rule, with most interventions in the Arab world consisting of translated versions of Western tools that may not adequately address local cultural values, norms, and preferences.

Al-Krenawi and Graham (2000) emphasized that effective mental health practice with Arab clients requires understanding of cultural values including family loyalty, honor, and religious beliefs. These cultural dimensions have direct implications for digital family counseling interventions, which must be designed to respect and work within existing family structures rather than imposing foreign therapeutic models. Sleem and Khayyat (2025) examined digital transformation in supporting families of people with disabilities in Saudi Arabia and Egypt, identifying cultural factors as key determinants of intervention acceptability and effectiveness. Their work highlights the need for culturally responsive approaches that acknowledge the central role of family in Arab societies and address stigma-related barriers to help-seeking.

Qu (2022) developed a culturally adapted telehealth intervention for parents of children with autism in China, providing an international example of how participatory, culturally grounded approaches can enhance intervention acceptability and effectiveness. The methodological principles employed in Qu’s work including iterative stakeholder engagement, attention to cultural values, and adaptation of intervention content to local contexts offer valuable guidance for similar efforts in the Arab world.

Implementation barriers: The digital divide and infrastructure deficits

The synthesis of implementation challenges across the 87 studies corroborates the well-documented digital divide, yet it refines this concept by disaggregating it into three interdependent dimensions: infrastructural, literacy-based, and attitudinal. Infrastructural deficits, particularly unreliable internet connectivity and prohibitive data costs, were not confined to developing nations but were notably prevalent in rural and peri-urban areas of high-income countries, suggesting that geographical marginalization is a global, rather than a regional, phenomenon. However, the MENA-region studies reported a magnified impact, with intermittent connectivity disrupting therapeutic alliance and compromising the immersive quality of synchronous sessions (Camden & Silva, 2021). Qasrawi et al. (2025) documented the digital health determinants and divide in the Arab world, revealing substantial disparities that impact access to technology-enabled services. Their findings emphasize the need for infrastructure investments and policy interventions to address connectivity gaps and ensure equitable access to digital health interventions.

Al-Samarraie et al. (2020) examined telemedicine progress and barriers in Middle Eastern countries, identifying regulatory fragmentation, limited investment, and cultural attitudes as persistent obstacles. Their work highlights the need for comprehensive policy frameworks that address multiple dimensions of the digital divide, from infrastructure to regulatory environment to cultural acceptance. The present review underscores that addressing infrastructural barriers alone is insufficient; complementary strategies to enhance digital literacy, build trust, and address cultural concerns are equally essential.

The literacy-based dimension extends beyond basic digital literacy to encompass health literacy and therapeutic literacy; caregivers with limited formal education struggled to interpret diagnostic terminology and behavioral principles presented in digital modules, necessitating supplementary navigational support that was rarely protocolized. Maberah and Abu Al-Rub (2026c) developed IncluLearn AI specifically to address digital skill development among women with disabilities, demonstrating that structured, user-centered training can effectively mitigate literacy barriers and enable meaningful engagement with technology-enabled interventions. However, such supportive resources are rarely integrated into digital family counseling interventions, representing a significant gap in implementation practice.

Attitudinal resistance, particularly pronounced in the Jordanian and Saudi Arabian studies, represents a culturally embedded barrier that quantitative surveys frequently underestimate. Privacy concerns, compounded by ambiguous national data governance frameworks for telehealth, generated significant hesitation regarding the storage and transmission of sensitive family information. This finding directly challenges the assumption that digital interventions inherently reduce stigma; while they may circumvent the stigma of visiting a psychiatric clinic, they introduce novel anxieties regarding digital surveillance and data leakage concerns that require explicit policy redress. Al-Krenawi and Graham (2000) noted that trust and confidentiality are paramount in mental health practice with Arab clients, and these concerns extend to digital service delivery. Clear, enforceable regulations governing data privacy and security are essential to foster public trust and enable widespread adoption of digital family counseling interventions.

Vieira et al. (2025) examined barriers and facilitators for implementing digital interventions in Latin America, identifying similar concerns regarding privacy, trust, and cultural appropriateness. Their work suggests that these challenges are not unique to the MENA region but are characteristic of underrepresented contexts where Western-developed interventions are imported without adequate cultural adaptation. The present review contributes to this global discourse by documenting the specific manifestation of these barriers in the Arab world and highlighting the need for regionally responsive implementation strategies.

Clinical and policy implications

Based on the synthesized evidence, several actionable recommendations emerge for clinical practice and health policy, with specific relevance to the Jordanian healthcare system and similar Arab contexts.

For Clinical Practice:

For Health Policy (with a focus on Jordan):

Limitations of the present scoping review

The findings of this review must be interpreted within the context of several methodological and practical limitations, all of which are acknowledged in accordance with F1000Research’s commitment to rigorous scientific transparency.