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Nurturing the Positive Mental Health of Autistic Children, Adolescents and Adults alongside That of Their Familycare-Givers: A Scoping Review of Reviews

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08 November 2023

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09 November 2023

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Abstract
The rising prevalence of autism internationally has been accompanied with an increased appreciation of the poorer mental health experienced by people with this condition and also of their family care-givers. In particular higher incidences of anxiety and depression are reported in high income nations and these conditions are likely to be under-recognised and under-reported in lower resourced regions or countries. Mainstream mental health services seem to be ill-equipped to respond adequately to the needs of autistic persons and their care-givers. This scoping review of 30 recently published literature reviews covering over 1,000 journal articles, summarises the insights and strategies that have been shown to promote the mental health and emotional wellbeing of autistic persons. In particular, a focus on family-centred, community-based supports is needed that aim to enhance social communication, extend social connections and promote an individual’s self-esteem, self-determination and social motivation. These low-cost interventions are especially pertinent in low resourced settings but they can be used internationally to prevent mental illness and assist in the treatment of anxiety and depression in autistic persons and their family carers. The priority is to focus on primary care responses with cross-sectoral working rather than investing in high-cost psychiatric provision.
Keywords: 
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1. Introduction

This scoping review aims to summarise existing knowledge about the mental health and emotional wellbeing of people with autism world-wide and especially how mental ill-health could be prevented. Fortuitously there is a growing research base on which the planning and delivery of support services can be based. Moreover, the research studies have often been collated by investigators who conducted systematic reviews and meta-analyses of studies from across the globe – although predominantly from high income countries – that bring together the findings from individual studies. In all, 30 systematic reviews have addressed specific topics related to the theme of this paper.
A scoping review of the reviews was then undertaken which has been defined as: “a type of knowledge synthesis that uses a systematic and iterative approach to identify and synthesize an existing or emerging body of literature on a given topic”[1]. As you will read, the three main themes related to the aim of this paper were first identified and these form the main sections of this paper. Within each section, review papers published mostly within the last five years in an international peer-reviewed journal were identified mainly through Google Scholar and cross-checked with other search engines such as Web of Science. In addition, the reviews were augmented by pertinent individual papers. Table A1 in the Appendix gives details about the selected review papers all of which are listed in the references with a doi number provided to facilitate access to each review paper. In total, over 1,000 studies were included in the identified reviews involving at least 275,000 people with autism and family carers. In this paper, the main conclusions from the reviews are reported along with a synthesis of the implications for practice. In those review papers which assessed the quality of the research studies, this was generally rated as low. Therefore, the findings have to be treated with a degree of caution as their findings may not be replicable.
Two further considerations were borne in mind in the selection of reviews. The present paper aims to make practitioners and autism self-advocates more knowledgeable about the mental health of people with autism and how they could best be helped, rather than identifying further research topics, although that would be advantageous. Secondly, low and middle income countries need low-cost interventions rather than ones requiring teams of highly trained clinicians. But that said, service commissioners in more affluent countries may also want to explore similar options given the financial pressures on current mental health services.

2. What do we know about autism?

Autism is a life-long condition that affects the citizens of every nation. Unlike other disabilities – physical, sensorial and cognitive - it has only recently been recognised as a distinct condition. Disputes continue around its identification but a consensus has emerged as to its essential features: [2] “Persistent deficits in social communication and social interaction across multiple contexts” and “restricted, repetitive patterns of behavior, interests, or activities”. Three levels of severity are proposed: “Level 3 – requires very substantial support, Level 2 – Requires substantial support, and Level 1 – requires support”. These levels reflect the variation in the extent to which individuals experience autistic symptoms. Three further conditions also need to be met: 1) “Symptoms must be present in the early developmental period (although they be masked in the earlier years); 2) “Symptoms cause clinically significant impairment in social, occupational, or other important areas of current functioning”. 3) “These disturbances are not better explained by intellectual disability (intellectual developmental disorder) or global developmental delay”.
A recent meta-analysis of prevalence rates of the condition reported in 77 studies undertaken in 34 countries since 2012 [3], identified a median prevalence rate of one in 100 persons but this varied widely across studies from one in 1,000 to 4.4 per 100 persons. Most studies had been conducted in the Americas and Europe which reported much higher rates (median 1.3 and 1 per 100 respectively) than studies in South-East Asia (median 0.23 per 100) or the Western Pacific (0.28 per 100); a four-fold difference. There has been much speculation around the reasons for it: including variations in public awareness, differences in assessment and diagnostic services, the widening of the criteria for autism and the tools used to screen and assess for autism.
Internationally these rates also reflect higher numbers of children being identified in recent years compared to earlier studies but also in the number adult persons with this condition. The latter increase results from children growing older but also because some are now receiving a diagnosis in adulthood despite it being undiagnosed when they were children. Nevertheless, many more adult persons remain undiagnosed or mis-diagnosed. In the USA, an estimated 2.2% (95% simulation interval (SI) of between 1.95 to 2.45%) or around 5.5 million U.S. adults aged 18 to 84 could be living with some form of Autism [4].
Autism can also occur alongside other conditions. For example around one-quarter of persons in population studies are estimated to also have an intellectual disability which too can vary in its severity from mild to severe intellectual disability [5]. Likewise, they may have hearing and vision problems but an issue of growing concern is the presence of mental health difficulties in children, youth and adults with autism.

2.1. Mental health and autism

An ‘umbrella’ review of comorbid psychiatric disorders among people with autism based on 14 systematic reviews and 12 meta-analyses articles published mostly from 2015 onwards in peer-reviewed journals, found that the prevalence of at least one psychiatric disorder was 54.8% (95% CI: 46.6 – 62.7%) [6]. However the prevalence rates varied widely across the various reviews and meta-analyses, likely due to the characteristics of the people studied and the mental health assessments used.
One systematic review and meta-analysis that was undertaken of 96 international studies had examined the presence of eight categories of co-occurring mental health problems in various samples of persons identified as having autism (range 23 to 36,947 cases) [7]. Comparisons could also be made with the presence of these conditions in comparable general or ‘neurotypical’ samples. The top five conditions identified in people with autism are shown in Table 1. As you will read, the prevalences were significantly higher than their occurrence in the ‘neurotypical’ population.
The other less frequently occurring conditions were: bi-polar and related disorders; schizophrenia spectrum and psychotic disorders and sleep-wake disorders.
In sum, children and adults with autism are at a greater risk of experiencing mental health problems.

2.2. Family carers

Invariably, most people with autism live with their families in affluent as well as less affluent countries. Family carers also report metal health issues. A review of 45 studies from across the globe [8] found that parents of children with autism experienced higher levels of parenting stress than parents of typically developing children and for some their scores were above the clinical thresholds of severity. Stressed parents also had higher risks for depression and anxiety. Problem behaviours of the child and sensory issues were associated with increased parental stress: single young mothers with poor coping strategies were at greatest risk. Notably, some studies suggested that stressed parents also increased their child’s problem behaviours. It was a two-way relationship.
Parental stress continues when caring for adult persons with autism [9]. Unsurprisingly, a review of parental mental health during the Covid epidemic found that the anxiety and stress of the parents increased alongside a need for more support, compared to the pre-pandemic period [10].
Mental health issues in people with autism and their families has significant repercussions for them. Reviews and meta-analysis of studies report significantly lower quality of life [11], increased risk of unemployment [12], sparser social networks, higher rates of loneliness [13], possibly greater risk of substance abuse [14] and higher incidence of self-harm and suicide [15]. Mental health problems cannot be dismissed as a consequence of autism - not least because a majority of people with autism escape having these issues - but those who have mental health problems need extra support to help them cope with and hopefully eliminate them.

2.3. Promoting better mental health in people with autism

Three major questions arise from this research on mental health and autism. They will be the focus of the remainder of this paper.
  • How best can autistic persons with mental health issues be treated?
  • How can mental health problems be prevented?
  • How can support services better respond to the needs of people with autism?

3. How best can autistic persons with mental health issues be treated?

The conclusion of many studies noted above is that people with autism need improved access to the mental health services that are available to the general population. It’s an obvious starting point given the strive for equity in health services, the anti-discrimination legislation that is in place in many countries and the expertise and experience of the clinicians who work in such services. However the reality across all nations, is that mainstream services are often ill-equipped to treat children, youth or adult autistic persons. The reasons are manifold [16]. The services are already over-stretched and under-resourced, waiting times for assessment and treatment are long and staff lack experience in adapting their procedures to the needs of people with autism. Indeed a review of 12 studies that investigated the barriers and facilitators of access to mental health services in affluent countries found that most commonly reported barrier was a lack of therapist expertise in autism or an inability or unwillingness on their part to tailor their procedures to support autistic patients [17]. This and other short-comings are even more pertinent in rural communities [18] and in less affluent countries with less developed or non-existent mental health provision [19]. Nonetheless access to medication for children and adults mostly requires access to psychiatrists. While it can be beneficial for conditions such as ADHD in children, there are significantly increased risks of adverse effects and concerns around the long-term usage of anti-psychotics [20].
The experiences of persons with autism, family carers and health professionals who had experienced mental health services were captured in a review of 38 studies that had used qualitative analysis from interviews and focus groups [21]. Overall their experiences were predominantly negative. Three main themes commonly featured in the responses. They had a lonely, frustrating and difficult experience with the services. Their autism required the services to be flexible in adjusting to their communication and style of interaction but this did not happen. A trusted relationship was needed with clinicians that empowered them to become more independent and socially active. The review authors also highlighted the over-reliance on medication in the mistaken belief that people with autism cannot engage in talk therapies. They also warned that the current systems potentially could cause more harm than good with the risk of worsening the individual’s condition through iatrogenic harm.
Furthermore, the focus in mental health services is invariably on the individual and the impact on family carers and the functioning of the family is rarely addressed directly. Instead, the parent or sibling may have a separate referral to another clinician if they are experiencing mental health issues. Nonetheless interventions that target the family-system, rather than a focus on the individual are a well-established and effective approach for a wide range of clinical needs [19]. A recent review of 11 studies with families who have a member with autism or other developmental disabilities, reported positive effects on wellbeing and family relationships [22]. However, none addressed the mental health needs of either the person with or their carer.
Increased investment in mental health services could be one solution and arguably is the one most likely to be advocated by clinicians working in such services. But other approaches must be considered given the additional complexities faced by people with autism and indeed with other co-morbid conditions such as intellectual disability, brain injury and dementia. The starting point is to reconsider whether a medical model of mental health – that sees it as an illness that needs to be cured – or whether it is better conceived as a bio-psycho-social condition as others have argued [23]. Indeed this tripartite conception is equally pertinent to our fuller understanding of autism which enhances its relevance for this population.
The central assumption behind the biopsychosocial model is the interdependence between biological (e.g. genetics, neurochemistry), psychological (e.g. self-esteem, social skills) and social factors (e.g inter-personal relationships, lifestyle) in influencing a person’s health and wellbeing. This model underpinned the International Classification of Functioning, Disability and Health, (known more commonly as ICF) promoted by the World Health Organisation which also emphasises the environmental influences (such as poverty and housing) on human development [24]. These conceptualisations broaden the range of supports to be considered in responding to the needs of people with autism and especially those experiencing mental ill-health. While there might be case for creating specialised mental health services for people with autism, they will still need to be delivered within a more holistic support paradigm. Nevertheless, the risk is that investments in the latter will not take place. Moreover in low resourced countries, a focus on social and community responses to autism is likely to prove more cost-effective than clinical services.

4. How can mental health problems be prevented?

The medical model of mental health fails when it comes to prevention. Rather the promotion of better mental health comes from enhancing the psychological, social and environmental influences on a person’s wellbeing. There is a growing body of evidence of their effectiveness with people with autism. For example, a British study found that the quality of life of adults with autism was greater for those in employment and who were receiving social supports and in a relationship [25]. Likewise, the majority of children and youth with autism do not experience mental health issues. So what has protected them from becoming overly anxious and depressed, for example? Thus far, insufficient studies have been undertaken to give a definitive answer, but we can get some clues from those that have been undertaken. Here are the four most promising strategies and although they are presented separately here, their power is increased when they are combined.

4.1. Encouraging social connections, developing friendships and reducing social isolation.

This begins within families as the children are encouraged to join in family events at home and on visits to relatives. These can develop into attending community activities such as walks, swimming and cinema (in quieter locations and at quieter times). Opportunities to interact with their peers can be gradually introduced through play-dates at home or through joining in sports clubs or other leisure activities. The school years bring further opportunities for friendships to be nurtured, although these may need to be facilitated by teachers, leaders of community groups or support staff. The social connections and friendships need to be maintained through the transition to adulthood which is a good reason to continue or extend membership of community clubs. All of which inculcates a sense of belonging that seems to be a key element in human quality of life [26]. A review of 22 studies that investigated the issue of friendships by listening to the experiences of mostly youth with autism, identified what friendships meant to them and their experiences of them, including the challenges and fears they had encountered [27]

4.2. Increasing social motivation

A common feature of autism is the avoidance of social interactions with others. But low social motivation, as it has been termed, brings with it an increased chance of loneliness that in turn leads to depression with reduced participation in education or seeking employment [28,29]. Increased motivation comes from experiencing enjoyable interactions with others so the connections noted above may have to be carefully graded or adjusted to ensure that they do not become aversive. The presence of a trusted partner (such as a parent or sibling) can be helpful even if they remain in the background. Being part of a group of teenagers and young adults with autism also builds motivation as they meet like-minded individuals who may be more tolerant of their unusual traits as well as providing role models for appropriate social behaviours [30].

4.3. Increased autonomy and self-determination

A third strategy is to encourage the person’s capacity to self-regulate their feelings. This begins and is sustained by family members and support staff observing and listening to the child’s non-verbal and verbal communications. For example, there will be signs that the child or teenager is building up to a ‘melt-down’ and when they are detected, the parent can respond by confirming the child’s feelings and suggesting actions that would help to calm the child. When the child is relaxed, the situation can be reviewed and the actions that helped the child can be identified. A growing number of studies have also reported the value of mindfulness training for older children and adults that also encourages self-control of one’s feelings [31]. Cognitive Behavioural Training (CBT) is also emerging as a helpful intervention with young autistic adults, primarily male, without an intellectual disability [32]. More broadly the young people are encouraged to make decisions for themselves – starting with their choice of clothing and food – but developing their autonomy by increasing their independence beyond the family through choosing what they do, with whom they do them and the ‘rules’ to be followed, principally to keep them safe [33]. From an early stage, parents and staff should adopt a response interactive style rather than giving directions and demands that keeps them in a controlling role rather than ceding that to the person with autism [34].

4.4. Build on the person’s strengths and talents

A diagnosis of autism can create a mindset that focusses on the persons’ deficits and weaknesses with the associated assumption that these must be remedied. Positive psychology advocates a different approach: one that builds on the strengths and talents of the person. Various psychosocial interventions have used this thinking to reduce mental health disorders, and to promote mental wellbeing but their use within autism has been limited. A review of 24 studies that had used this approach informed the development of a conceptual model for creating strength-based interventions [35]. Four categories of strengths were identified among people with autism: Perceptual (e.g. attention to detail, memory); Reasoning (e.g. logical reasoning; problem solving); Expertise (e.g. special interests; in-depth knowledge); Character strengths (e.g. honesty; creativity). Once an individual’s strengths are identified through self-reports and from the family allied with observations from support staff, an intervention plan can be developed - such as those noted above- that incorporates their interests and talents. To date, the efficacy of this approach remains uncharted although given the heterogeneity within the autistic population this will have to focus on individual rather than group outcomes. At worse though, a strength-based approach will likely produce less stress compared to one that focuses on deficits and which risks despair when no improvement occurs.
Families and service personnel will have found other strategies that have worked for them albeit with specific individuals. Hence the value of ‘peer-to-peer’ learning, such as parent groups, mentoring or ‘in-house’ training sessions for staff. The over-riding aim is to enable people with autism to enjoy the same opportunities as their neurotypical peers – in education and training, in obtaining paid employment, forming romantic relationships and having their own accommodation. In sum, to enjoy an equivalent quality of life which is not the case for many at present.

4.5. Supporting parents

The family’s quality of life also needs to be addressed as this will invariably impact on the person with autism. As noted above, family-systems interventions hold promise for achieving this goal and have been proposed as the bedrock on which child development interventions should be built [36]. As yet, research aimed at improving the quality of life of families who have a member with autism is sparce, although a recent review of 17 studies concluded that most family-focussed interventions had been effective [37]. These took various forms: home-based guidance from a therapist; peer-mentoring from other parents; family-centred activities, group training workshops and support groups. The formation of a trusted, personal relationship between the mothers and the support workers involved with their child seems an essential requirement in helping mothers especially in terms of their emotional wellbeing. A review and meta-analysis of 17 studies that aimed to improve the mental wellbeing of mothers of children with disabilities, found that cognitive-behavioural and psycho-educational interventions had led to reduced stress and/or better maternal health [38]. But the small number of studies and limited sample sizes mean that their usefulness with most parents is untested.
Most of the studies reviewed in this section were conducted in affluent countries. Nevertheless, they do offer insights that can be replicated in less affluent nations as these preventative approaches are not heavily reliant on having a highly skilled, professional workforce and can be implemented at relatively low cost [39]. Community staff and family members are the main deliverers of the interventions, guided and advised by managers with some expertise in autism as the next section proposes.

5. How can support services better respond to the needs of people with autism?

The reviews identified above often proposed various conceptual models for responding to the mental health needs of people with autism. Often these models were informed by the research they had reviewed but they also drew on theoretical perspectives relating to autism and/or mental health. In this section, five common features across the different conceptual models are highlighted with the aim of implementing more effective support services for people with autism that promote positive mental health.

5.1. Tiered services

A common response to meeting the needs of specific groups such as people with autism has been to provide specialist services with dedicated clinicians or educators. Special schools or centres are examples of such services; as are teams of professionals working from clinics or hospitals who provide assessment and treatments on a time-limited basis. Such services are costly to maintain and often the demand for these services exceeds their capacity with the result that waiting lists build up because of too many referrals. One solution is to ensure that the specialist services are confined to people with more complex needs who require the skills of highly experienced clinicians. But alternative and additional services then need to be resourced for persons with less complex needs which require additional fundings or more likely through transferring some resources out of specialised provision.
A tiered approach has been proposed for children’s healthcare services [40] which could be adapted to meet the needs of those with autism. The first Tier involves equipping the primary care services such as community doctors and nurses to recognise the signs of autism and offer first-line advice as well as sign-posting families to counselling and community services such as preschool centres, within their locality. A second tier service might consist of existing community-based services - such as social workers, speech and language therapists, occupational therapy - for further advice and guidance. A third tier service could be created that focuses on family support for children with autism, or for adult persons. These could be staffed by ‘mid-level’ workers such as paraprofessionals with training in autism, who are able to provide home-based and community support over an extended time period if required [41]. The fourth tier would be the specialist autism service with boosted expertise in managing mental health issues for the person with autism and family members. It is crucial that the pathways across these tiers are charted, to clarify referral criteria and procedures, for example. As fifth tier arguably would be the procedures to support cross-sectoral working bringing together health, social care, housing, employment and leisure services as will be mentioned later.

5.2. Training of staff

Mechanisms for sharing knowledge and skills about autism is a vital component in creating better services. Here too, training too can adopt a tiered approach. Raising public awareness about autism is the first tier, not least as it will help parents and the wider family circle recognise signs of autism in a toddler and also staff working in child care, preschool centres and schools. Existing professionals in primary care or mainstream services – a second tier - also need to have a better understanding of how people with autism can be helped and the available supports to which parents can be directed [42]. Third tier training would aim to equip staff working in community and home-based services for people with autism to undertake assessments, devise individual support programs, encourage participation in community activities, develop social connections and provide practical guidance and emotional support to family carers. Staff working in tier 4 services would need to augment their professional training with in-depth and more technical autism training around diagnosis, autism adapted treatments, family-system interventions set within a transdisciplinary approach.
Fortunately, a variety of different training approaches and methods can be used in all these different tiers – face-to-face workshops, online courses, video programmes, training manuals, practical exercises, support groups and one-on-one coaching [43]. One essential though is to have a tutor or teacher who has practical experience and knowledge about autism, who has excellent communication skills and an outgoing personality to deliver or oversee the training that is being delivered. Such trainers are needed in all the service tiers with those in higher tiers also acting as the trainers of persons in the lower service tiers; the so-called training of trainers approach.

5.3. Co-production with autistic advocates

Within health and social care services, traditionally it has been the professionals – clinicians and administrators – who have designed and delivered the services. This model works best when ‘expert knowledge’ is required to make a diagnosis of physical illness or to perform surgery but for conditions like mental illness and autism, the experts are also the person with the condition and their family carers; hence the term ‘advocates’. Modern practice now emphasises the involvement of current and potential service-users in the co-production or modifications of existing services and the design of new ones [44]. It is seen as essential in producing effective services for persons with autism [19] and shifting the focus away from an illness orientation to one that promotes emotional wellbeing. According to a recent review [45], autistic people's perspectives are essential to success in planning interventions for individuals, but this ethos must be extended to wider service planning and its implementation, most notably as trainers of staff who may be working in different tiers of service and devising their job specification. This may lead into acting as peer mentors [46] or obtaining paid employment within newly created services. In a sense there is no shortage of trainers when there are people with autism and their families available to take on this role.

5.4. Mobilising community resources

The biopsychosocial model described earlier demands a re-evaluation of the range of supports and interventions required to provide a better quality of life for persons with autism - especially those with mental health issues – and for their family carers who continue to look after their relative into adulthood [25,45]. Modern services are slowing shifting from clinic-based health treatments towards a model of holistic working to improve the quality of people’s lives grounded an ethos of human rights and equal opportunities [48]. This means ensuring people with autism have equitable access to all the community resources such as further education and training, housing, paid employment, public transport as well as social and leisure pursuits such as sports and the creative arts [49]. At the individual level, it may be a matter of personal approaches to the relevant agencies but better still if efforts are made to enhance cross-sectoral working at a local if not national level. The so-called ‘silo mentality’ that is present in many government bureaucracies is the biggest inhibitor of co-ordinated action across sectors and as yet we have few examples in the field of disability and mental health as to how best it can be achieved. It is likely though that visionary leadership by an individual or a small group of leaders will be an essential ingredient to success [50].

5.5. Cultural adaptations

It may be obvious that social interventions of the sort proposed for people with autism need to take full account of the culture into which they planted but this is often ignored. Services models are shared across affluent countries, which admittedly often share a common language and culture, but then these models are imported into countries with very different cultures. However the effectiveness of these models is blunted at best. A recently published conceptual framework charts the cultural and contextual influences that need to be taken into account in relation to autism; its identification, diagnosis and interventions [51]. The authors describe cultural norms of typical and atypical behaviours, culture-specific approaches to parenting, mental health literacy, cultural beliefs, attitudes and stigma to disability, as well as the need to reflect on the affordability, availability, accessibility, and acceptability of services in LMICs in particular. Indeed, these insights must be borne in mind when responding to the needs of people from minority cultures living in affluent countries as citizens or immigrants [52].

6. Concluding comments

This scoping review is limited in a number of respects. It draws only on the published literature from academic journals. Further and probably richer insights could be gained from the experiences of practitioners across the globe who have created innovative supports for people with autism in their locality. But often busy practitioners do not have the time to write about their experiences. Perhaps this paper will nudge them to make time to tell others – perhaps even train others – to emulate their services.
A further weakness is that most of the research studies and hence the identified reviews focus on more affluent, English-speaking countries which also describes the author’s culture, although I can claim a long involvement with colleagues working in LMICs. The danger is that we fail to recognise that our views of autism and mental health are also culture specific as we laud the advances made to understand and respond to these conditions. The implicit devaluing of alternative concepts and approaches can impede the emergence of more culturally appropriate supports and intervention as a review of reviews that contrasted autism interventions in high and low income countries confirmed [53]. More efforts need to be expended on research and development in LMICs especially in relation to emerging issues such as mental health and autism. Table A1 documents to dearth of studies from LMICs in the past decade.
Every review ends by calling for further research and this is no exception. Yes, we could seek to recruit larger samples, devise better measurement tools, run more control trials, use more sophisticated statistical and qualitative analyses and write even more papers in peer-reviewed journals. My fear though, is that such a quest becomes a cul-de-sac in which addressing the present needs of people with autism and mental health in the villages, towns and cities across the globe becomes secondary. Rather research resources would be better spent on increasing our knowledge as to how new forms of effective and efficient support services can be created and sustained in even the most impoverished countries. Identifying the knowledge and skill requirements of the managers and staff of such services will be an essential component in their newly created job descriptions as will be strategies for promoting the advocacy and self-determination of people with autism and family carers. Such transformations will not be easily achieved but we can take heart that pockets of it are emerging across the world which give us a better sense of what is attainable. The coming decades will test whether the seemingly impossible can become possible.

Funding

This research received no external funding.

Institutional Review Board Statement

This was not required for this study.

Data Availability Statement

All the reviews cited in this paper are publicly available and links are provided to enable readers to access them.

Conflicts of Interest

The author declares no conflict of interest.

Appendix A

Table A1. The selected reviews included in the paper.
Table A1. The selected reviews included in the paper.
Reference Number1 Topic (year published) Number of studies2 Total cases3 % HIC/ UMICs4 % LMICs5
3 Global prevalence of autism
(2022)
71 Not reported
5 Population-based psychiatric comorbidity
(2022)
39 Not reported 100% 0%
7 Prevalence of co-occurring mental health diagnoses (2019) 96 >200,000 C&A Not reported
8 Raising a Child with Autism Spectrum Disorder
(2020)
45 6040 C 82% 18%
9 Mental well-being of informal carers of adults
(2020)
23 1048 A 96% 4%
10 Mental health of parents …during COVID-19
(2021)
37 11,019 C&A 97% 3%
11 Quality of life of adults on the autism spectrum
2018)
14 959
A
Not reported
12 Depression and Employment Outcomes
(2022)
21 4,378
A
100% 0%
13 Loneliness in autism
(2022)
39 1,251 C&A 100% 0%
14 Risk of substance misuse
(2022)
26 28,922
C&A
100% 0%
15 Risk of self-harm in children and adults
(2021)
31 Not reported 100% 0%
16 Barriers and facilitators to … psychological treatment (2020) 12 3,223 C&A 100% 0%
20 Antipsychotics for people with autism spectrum disorder (2023) 39 1482
C&A
100% 0%
21 Support for mental health difficulties
(2022)
38 1895
C&A
100% 0%
22 Family-systems interventions
(2023)
13 292
C&A
100% 0%
27 Experiences of friendships
(2022)
22 252
C&A
100% 0%
28 Socio-emotional determinants of depressive symptoms (2020) 48 4,643 C&A 100% 0%
29 Loneliness in autism
(2022)
39 1251
C&A
100% 0%
31 Mindfulness for children and adults
(2019)
10 454
C&A
90% 10%
32 Interventions to address health outcomes
(2020)
19 365
C&A
Not reported
34 Early intervention with parents of children with autism (2020) 51 2002
C&A
98% 2%
37 Parental quality of life and involvement in intervention (2021) 17 >2,000
C
100% 0%
38 Interventions to improve the mental health of mothers (2021) 31 1,928
C&A
81% 19%
43 Training paraprofessionals to implement interventions (2011) 12 39
P
Not reported
44 Contextualizing co-production of health care
(2016)
65 Not applicable
45 Constructing well-being in autistic adults.
(2016)
63 Not reported
46 Online peer mentorship programmes
(2020)
11 669
C&A
100% 0%
47 Quality of life of parents
(2016)
12 1,529
C
92% 8%
52 Barriers to service access for immigrant families
(2022)
26 1,193 100% 0%
53 Effectiveness of interventions …high-income and lower middle-income countries. (2022) 35 Not applicable 60% 40%
Totals 1,005 276,795 Median 100%
Range 60% to 100%
Median
0%
Range 0% to 40%
1 The number of the review article in the reference list below. 2 The number of studies included in the review. 3 The number of people with autism reported in the studies. C children and youth; A Adults. P Professionals 4High Income Countries + Upper Middle Income countries (as per World Bank classification). 5Low Income and Lower Middle Income Countries.

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Table 1. Prevalence rates (with 95% Confidence Intervals [CI]) for mental health problems in autism samples and the general population.
Table 1. Prevalence rates (with 95% Confidence Intervals [CI]) for mental health problems in autism samples and the general population.
Mental health Problem Autism Sample General Population
Attention-deficit, hyperactivity disorder 28% (CI 25-32%). 7.2% (CI 6.7 to 7.8%)
Anxiety disorders 20% (CI 17-23%) 7.3% (CI 4.8-10.9%)
Disruptive, impulse-control, and conduct disorders 12% (CI 10-15%) 7.0% (CI 4.0-10%)
Depressive Disorders 11% (CI 9 -13%). 4.7% (CI 4.4-5.0%)
Obsessive-compulsive and related disorders 9% (CI 7-10%) 0.7% (CI 0.4-1.1%)
Source: Zeidan et al (2022) [7].
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