15 datasets found
  1. Share of autistic U.S. children with select health conditions 2017-2020, by...

    • statista.com
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    Statista, Share of autistic U.S. children with select health conditions 2017-2020, by income [Dataset]. https://www.statista.com/statistics/1414950/share-autistic-children-select-health-conditions-us-household-income/
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    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    In the period 2017-2020, around 71 percent of autistic children in the United States who lived in lower-income households had a learning disability, compared to 55 percent of autistic children from higher-income households. This statistic shows the percentage of children in the United States with autism who had select health conditions in 2017-2020, by household income.

  2. Share of autistic children in the U.S. in excellent health 2017-2020, by...

    • statista.com
    Updated Nov 26, 2025
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    Statista (2025). Share of autistic children in the U.S. in excellent health 2017-2020, by income [Dataset]. https://www.statista.com/statistics/1414934/share-autistic-children-excellent-health-us-household-income/
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    Dataset updated
    Nov 26, 2025
    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    In the period 2017-2020, only around 23 percent of autistic children in the United States who lived in low-income households had excellent health. This statistic shows the percentage of children in the United States with autism who had excellent health in 2017-2020, by household income.

  3. Distribution of autistic children in the U.S. 2017-2020, by household income...

    • statista.com
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    Statista, Distribution of autistic children in the U.S. 2017-2020, by household income [Dataset]. https://www.statista.com/statistics/1414928/distribution-autistic-children-us-household-income/
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    Dataset authored and provided by
    Statistahttp://statista.com/
    Area covered
    United States
    Description

    In the period 2017-2020, over half of autistic children in the United States lived in low-income households. This statistic shows the distribution of children in the United States with autism in 2017-2020, by household income.

  4. f

    Table 1_Red flags in global autism data: a forensic analysis of prevalence...

    • figshare.com
    docx
    Updated Oct 15, 2025
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    Jun Qiu; Alishba Hania (2025). Table 1_Red flags in global autism data: a forensic analysis of prevalence patterns and official aid dependencies.docx [Dataset]. http://doi.org/10.3389/fpsyt.2025.1575940.s001
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    docxAvailable download formats
    Dataset updated
    Oct 15, 2025
    Dataset provided by
    Frontiers
    Authors
    Jun Qiu; Alishba Hania
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    IntroductionThe literature extensively examines the global incidence rate of autism, emphasizing the need to scrutinize reported figures for potential anomalies, particularly addressing overdiagnosis concerns.MethodsOur forensic analysis employing Benford's Law and Mean Absolute Deviation indicates significant statistical irregularities and potential overdiagnosis, especially post-DSM-5 implementation, suggesting diagnostic criteria changes drive upward trends. The segmented analysis reveals this relationship intensified in low-income countries post-DSM-5 while remaining non-significant in high-income nations.ResultsBased on 206 countries over 1990-2019, our findings suggest official aid received causes upward trends in autism cases for both genders. Sub-sample analysis indicates positive effects are pronounced in countries with low income, health expenditures, mental health services, government effectiveness, and weak democracies. Results remain robust through instrumental variable and lagged analyses addressing endogeneity concerns.DiscussionWhile Benford's Law suggests overdiagnosis patterns, both genuine increases and diagnostic inflation produce similar empirical results, preventing definitive conclusions. Nevertheless, these statistical red flags warrant future research and governmental vigilance when monitoring dramatic prevalence increases. This research addresses a critical literature gap, encouraging scholarly inquiry into reported autism prevalence complexities.

  5. c

    Autism Spectrum Disorder market size will be USD 45.17 Billion by 2030!

    • cognitivemarketresearch.com
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    Cognitive Market Research, Autism Spectrum Disorder market size will be USD 45.17 Billion by 2030! [Dataset]. https://www.cognitivemarketresearch.com/autism-spectrum-disorder-market-report
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    pdf,excel,csv,pptAvailable download formats
    Dataset authored and provided by
    Cognitive Market Research
    License

    https://www.cognitivemarketresearch.com/privacy-policyhttps://www.cognitivemarketresearch.com/privacy-policy

    Time period covered
    2021 - 2033
    Area covered
    Global
    Description

    Global Autism Spectrum Disorder market size will be USD 45.17 Billion by 2030. Autism Spectrum Disorder Industry's Compound Annual Growth Rate will be 4.46% from 2023 to 2030.

  6. m

    Impact of Converging Sociocultural and Cannabinoid-Related Trends on US...

    • data.mendeley.com
    • researchdata.edu.au
    Updated Jun 18, 2020
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    Albert Reece (2020). Impact of Converging Sociocultural and Cannabinoid-Related Trends on US Autism Rates Dataset: Combined Geospatiotemporal and Causal Inferential Analysis [Dataset]. http://doi.org/10.17632/p7myt3fbzs.1
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    Dataset updated
    Jun 18, 2020
    Authors
    Albert Reece
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Area covered
    United States
    Description

    Background: Whilst cannabis is known to be toxic to brain function and brain development in many respects it is not known if its increasing availability is associated with the rising US autism rates, whether this contribution is sufficient to effect overall trends and if its effects persist after controlling for other major covariates.

    Methods: Longitudinal epidemiological study using national autism census data from the US Department of Education Individuals with Disabilities Act (IDEA) 1991-2011 and nationally representative drug exposure (cigarettes, alcohol, analgesic, and cocaine abuse, and cannabis use monthly, daily and in pregnancy) datasets from National Survey of Drug Use and Health and US Census (income and ethnicity) and CDC Wonder population and birth data. Geotemporospatial and causal inference analysis conducted in R.

    Results: 266,950 autistic of a population of 40,119,464 eight year olds 1994-2011. At the national level after adjustment daily cannabis use was significantly related (β-estimate=4.37 (95%C.I. 4.06-4.68), P<2.2x10-16) as was cannabis exposure in the first trimester of pregnancy (β-estimate=0.12 (0.08-0.16), P=1.7x10-12). At the state level following adjustment cannabis use was significant (from β-estimate=8.41 (3.08-13.74), P=0.002); after adjustment for varying cannabis exposure by ethnicity and other covariates (from β-estimate=10.88 (5.97-15.79), P=1.4x10-5). Cannabigerol (from β-estimate=-13.77 (-19.41—8.13), P = 1.8x10-6) and Δ9-tetrahydrocannabinol (from β-estimate=1.96 (0.88-3.04), P=4x10-4) were also significant. Geospatial state-level modelling showed an exponential relationship between ASMR and both Δ9-tetrahydrocannabinol and cannabigerol exposure; effect size calculations reflected this exponentiation. Exponential coefficients for the relationship between modelled ASMR and THC- and cannabigerol- exposure were 7.053 (6.39-7.71) and 185.334 (167.88-202.79; both P<2.0x10-7).

    In inverse probability-weighted robust generalized linear models ethnic cannabis exposure (from β-estimate=3.64 (2.94-4.34), P=5.9x10-13) and cannabis independently (β-estimate=1.08 (0.63-1.54), P=2.9x10-5) were significant. High eValues in geospatial models indicated that uncontrolled confounding did not explain these findings. Therefore the demonstrated relationship satified the criteria of causal inference. Dichotomized legal status was geospatiotemporally linked with elevated ASMR.

    Conclusions: Data show cannabis use is associated with ASMR, is powerful enough to affect overall trends, and persists after controlling for other major drug, socioeconomic, and ethnic-related covariates. Selected cannabinoids are exponentially associated with ASMR. The cannabis-autism relationship satisfies criteria of causal inference.

  7. Adjusted means and standard deviations of scores.

    • plos.figshare.com
    xls
    Updated Jun 21, 2023
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    Suresh Kumar; Sophie Jackson; Dominic Petronzi (2023). Adjusted means and standard deviations of scores. [Dataset]. http://doi.org/10.1371/journal.pone.0280555.t002
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    xlsAvailable download formats
    Dataset updated
    Jun 21, 2023
    Dataset provided by
    PLOShttp://plos.org/
    Authors
    Suresh Kumar; Sophie Jackson; Dominic Petronzi
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    In recent decades, studies have investigated associations between learning disorders such as Autism Spectrum Disorder (ASD) and Attention Deficit Hyperactivity Disorder (ADHD), and the various types of internet addictions, ranging from general internet addiction (GIA) to specific internet addictions such as social media addiction (SMA) and internet gaming disorder (IGD). However, to date, no study has investigated such internet addictions among persons with dyslexia. The present study aimed to investigate whether differences exist between adults with dyslexia and controls in terms of GIA, SMA and IGD. A total of 141 adults with dyslexia and 150 controls (all UK based) were recruited. Controlling for age, gender, marital status, employment, and income levels, it was found that adults with dyslexia had higher levels of GIA and IGD compared to controls. However, these participants did not show any significant difference in terms of SMA. The results indicate that internet addictions may have a larger ambit for learning disorders beyond just ASD and ADHD and could be a hidden problem for these individuals.

  8. a

    autism spectrum disorder treatment Report

    • datainsightsmarket.com
    doc, pdf, ppt
    Updated May 31, 2025
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    Data Insights Market (2025). autism spectrum disorder treatment Report [Dataset]. https://www.datainsightsmarket.com/reports/autism-spectrum-disorder-treatment-1474112
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    doc, ppt, pdfAvailable download formats
    Dataset updated
    May 31, 2025
    Dataset authored and provided by
    Data Insights Market
    License

    https://www.datainsightsmarket.com/privacy-policyhttps://www.datainsightsmarket.com/privacy-policy

    Time period covered
    2025 - 2033
    Area covered
    Global
    Variables measured
    Market Size
    Description

    The autism spectrum disorder (ASD) treatment market is experiencing robust growth, driven by increasing prevalence of ASD, heightened awareness, and advancements in therapeutic interventions. The market, estimated at $10 billion in 2025, is projected to exhibit a Compound Annual Growth Rate (CAGR) of 8% from 2025 to 2033, reaching approximately $18 billion by 2033. This growth is fueled by several factors. Firstly, a rising global diagnosis rate of ASD contributes significantly to market expansion. Secondly, the development of novel therapies, including behavioral therapies, medication, and assistive technologies, offers more comprehensive treatment options, driving demand. Thirdly, greater public awareness and advocacy efforts are leading to earlier diagnosis and improved access to care, further stimulating market growth. Finally, supportive government initiatives and increased insurance coverage are facilitating treatment affordability and accessibility. However, market growth faces certain challenges. High treatment costs, particularly for long-term behavioral interventions and specialized therapies, can limit accessibility, especially in low-income populations. Variability in treatment effectiveness, depending on individual needs and the severity of ASD symptoms, presents a considerable constraint. Furthermore, the development and regulatory approval of new drugs and therapies often require substantial time and investment, potentially hindering rapid market expansion. The market is segmented by treatment type (behavioral therapies, medication, assistive technologies), age group, and geographic region, with North America and Europe currently holding the largest market shares due to established healthcare infrastructure and higher diagnosis rates. Key players like Curemark, LLC, Alembic Pharmaceuticals Limited, Roche, and Johnson & Johnson are actively involved in research, development, and distribution of ASD treatments, contributing to market competitiveness and innovation.

  9. f

    Data_Sheet_1_Global prevalence of developmental disabilities in children and...

    • datasetcatalog.nlm.nih.gov
    • frontiersin.figshare.com
    Updated Feb 20, 2023
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    Nair, M. K. C.; Smythe, Tracey; Davis, Adrian C.; Olusanya, Bolajoko O.; Ogbo, Felix A.; Scher, Mark (2023). Data_Sheet_1_Global prevalence of developmental disabilities in children and adolescents: A systematic umbrella review.PDF [Dataset]. https://datasetcatalog.nlm.nih.gov/dataset?q=0001029430
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    Dataset updated
    Feb 20, 2023
    Authors
    Nair, M. K. C.; Smythe, Tracey; Davis, Adrian C.; Olusanya, Bolajoko O.; Ogbo, Felix A.; Scher, Mark
    Description

    AimThe provisions of the United Nation's Sustainable Development Goals (SDGs) for disability-inclusive education have stimulated a growing interest in ascertaining the prevalence of children with developmental disabilities globally. We aimed to systematically summarize the prevalence estimates of developmental disabilities in children and adolescents reported in systematic reviews and meta-analyses.MethodsFor this umbrella review we searched PubMed, Scopus, Embase, PsycINFO, and Cochrane Library for systematic reviews published in English between September 2015 and August 2022. Two reviewers independently assessed study eligibility, extracted the data, and assessed risk of bias. We reported the proportion of the global prevalence estimates attributed to country income levels for specific developmental disabilities. Prevalence estimates for the selected disabilities were compared with those reported in the Global Burden of Disease (GBD) Study 2019.ResultsBased on our inclusion criteria, 10 systematic reviews reporting prevalence estimates for attention-deficit/hyperactivity disorder, autism spectrum disorder, cerebral palsy, developmental intellectual disability, epilepsy, hearing loss, vision loss and developmental dyslexia were selected from 3,456 identified articles. Global prevalence estimates were derived from cohorts in high-income countries in all cases except epilepsy and were calculated from nine to 56 countries. Sensory impairments were the most prevalent disabilities (approximately 13%) and cerebral palsy was the least prevalent disability (approximately 0.2–0.3%) based on the eligible reviews. Pooled estimates for geographical regions were available for vision loss and developmental dyslexia. All studies had a moderate to high risk of bias. GBD prevalence estimates were lower for all disabilities except cerebral palsy and intellectual disability.ConclusionAvailable estimates from systematic reviews and meta-analyses do not provide representative evidence on the global and regional prevalence of developmental disabilities among children and adolescents due to limited geographical coverage and substantial heterogeneity in methodology across studies. Population-based data for all regions using other approaches such as reported in the GBD Study are warranted to inform global health policy and intervention.

  10. c

    Asperger Syndrome Treatment market size was USD 1.8 Billion in 2022!

    • cognitivemarketresearch.com
    pdf,excel,csv,ppt
    Updated Oct 17, 2023
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    Cognitive Market Research (2023). Asperger Syndrome Treatment market size was USD 1.8 Billion in 2022! [Dataset]. https://www.cognitivemarketresearch.com/asperger-syndrome-treatment-market-report
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    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Oct 17, 2023
    Dataset authored and provided by
    Cognitive Market Research
    License

    https://www.cognitivemarketresearch.com/privacy-policyhttps://www.cognitivemarketresearch.com/privacy-policy

    Time period covered
    2021 - 2033
    Area covered
    Global
    Description

    Global Asperger Syndrome Treatment market size was USD 1.8 Billion in 2022. Asperger Syndrome Treatment Industry's Compound Annual Growth Rate will be 8.10% from 2023 to 2030. What is driving the Asperger Syndrome Treatment Market?

    Increased Exploration into Enzyme Replacement Therapy (ERT) to Provide Viable Market Output
    

    Autism Spectrum Disorder is a lifelong condition that impacts individuals with Autism and those who care for them, their families, and their communities. Each person with Autism faces unique challenges, and many individuals with Autism also experience additional medical issues, such as gastrointestinal distress. In the 1980s and 1990s, the notion that individuals with Autism had difficulty digesting certain food proteins, specifically casein (found in milk) and gluten (found in wheat), was initially proposed. Curemark LLC has announced a Phase III clinical trial to investigate the effectiveness of their innovative CM-AT formulation on children aged 3-8 with Autism. The trial aims to determine if CM-AT can benefit all children with Autism. This idea led to the development of various therapies, but these treatments were eventually discontinued due to challenges. Subsequently, the introduction of enzyme replacement therapy emerged as a significant development in treating autism spectrum disorder. Researchers worldwide theorize that Autism may be caused by an overabundance of opioid activity in the brain, resulting in digestive issues related to specific proteins in food.

    (Source:curemark.com/2015/05/14/curemark-llc-launches-new-phase-iii-trial-in-expanded-population-of-children-with-autism/)

    Rising Prevalence of ASD to Propel Market Growth
    

    The rise in the occurrence of autism spectrum disorder (ASD) is having a positive effect on the expansion of the global market. This increase has created a higher need for clinical research in order to develop effective treatments. As a result, there is potential for improved patient outcomes and greater precision in therapy for a range of disorders. Due to the rising need for potent medications, it is also projected that the prevalence rate in developing nations will continue to rise. The introduction of potent medications is also projected to result in better patient results, supporting the market's development prospects for the treatment of autism spectrum conditions.

    Impact of COVID-19 on Asperger Syndrome Market

    The outbreak of COVID-19 has had a notable effect on the prevalence of mental health disorders in various countries. The primary contributing factors to these psychological conditions are the extended lockdown, disruption to regular routines, fear of illness, and economic downturn. Particularly, young adults and children already diagnosed with asperger syndrome face difficulties adapting to the complex changes in their daily lives. These individuals were expected to adhere to a strict routine within the confines of their homes, and the limitations on their movements have increased anxiety, stress, and confusion. Consequently, these factors have greatly influenced the market value of Asperger syndrome. In general, the COVID-19 pandemic has had a significant impact on the Asperger syndrome market. It has caused a rise in social isolation and loneliness, disrupted access to healthcare and support services, and heightened stress and anxiety levels. These elements can exacerbate the symptoms of Asperger syndrome and create additional challenges for individuals with the condition to live independently and thrive. What is Asperger Syndrome Treatment?

    Asperger's syndrome, also known as autistic spectrum disorder, typically manifests in childhood and persists throughout one's life. There are notable distinctions between individuals diagnosed with Autism and those with asperger's syndrome. Many medical experts have regarded asperger's syndrome as a less severe variant of autism. Generally, the symptoms of asperger's syndrome are milder, but children may later receive a diagnosis within the autism spectrum. The growing prevalence of Autism and the wide range of the condition contribute to the overall expansion of the Asperger syndrome industry. These developments empower businesses to offer better-tailored solutions and services, which, in turn, contribute to the growth of the Asperger syndrome industry. Axial Therapeutics, a biopharmaceutical company in the clinical...

  11. FatheringAutism's YouTube Channel Statistics

    • vidiq.com
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    vidIQ, FatheringAutism's YouTube Channel Statistics [Dataset]. https://vidiq.com/youtube-stats/channel/UCZwd0qneWpqUqLnM5nwZpsA/
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    Dataset authored and provided by
    vidIQ
    Time period covered
    Nov 1, 2025 - Nov 29, 2025
    Area covered
    YouTube, US
    Variables measured
    subscribers, video count, video views, engagement rate, upload frequency, estimated earnings
    Description

    Comprehensive YouTube channel statistics for FatheringAutism, featuring 735,000 subscribers and 243,434,905 total views. This dataset includes detailed performance metrics such as subscriber growth, video views, engagement rates, and estimated revenue. The channel operates in the Lifestyle category and is based in US. Track 2,746 videos with daily and monthly performance data, including view counts, subscriber changes, and earnings estimates. Analyze growth trends, engagement patterns, and compare performance against similar channels in the same category.

  12. c

    Sensory Rooms Market will grow at a CAGR of 12.50% from 2024 to 2031.

    • cognitivemarketresearch.com
    pdf,excel,csv,ppt
    Updated Oct 17, 2025
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    Cognitive Market Research (2025). Sensory Rooms Market will grow at a CAGR of 12.50% from 2024 to 2031. [Dataset]. https://www.cognitivemarketresearch.com/sensory-rooms-market-report
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    pdf,excel,csv,pptAvailable download formats
    Dataset updated
    Oct 17, 2025
    Dataset authored and provided by
    Cognitive Market Research
    License

    https://www.cognitivemarketresearch.com/privacy-policyhttps://www.cognitivemarketresearch.com/privacy-policy

    Time period covered
    2021 - 2033
    Area covered
    Global
    Description

    According to Cognitive Market Research, the global sensory rooms’ market size is USD 1210.2 million in 2024 and will expand at a compound annual growth rate (CAGR) of 12.50% from 2024 to 2031.

    North America held the major market of more than 40% of the global revenue with a market size of USD 484.08 million in 2024 and will grow at a compound annual growth rate (CAGR) of 10.70% from 2024 to 2031.
    Europe accounted for a share of over 30% of the global market size of USD 363.06 million.
    Asia Pacific held the market of around 23% of the global revenue with a market size of USD 278.35 million in 2024 and will grow at a compound annual growth rate (CAGR) of 14.5% from 2024 to 2031.
    Latin America's market will have more than 5% of the global revenue with a market size of USD 60.51 million in 2024 and will grow at a compound annual growth rate (CAGR) of 11.9% from 2024 to 2031.
    Middle East and Africa held the major market of around 2% of the global revenue with a market size of USD 24.20 million in 2024 and will grow at a compound annual growth rate (CAGR) of 12.2% from 2024 to 2031.
    The rehabilitation sector held the highest sensory rooms market revenue share in 2024.
    

    Market Dynamics of Sensory Rooms Market

    Key Drivers of Sensory Rooms Market

    Increasing Prevalence of Sensory Processing Disorders to Provide Viable Market Output
    

    The rising prevalence of sensory processing disorders, including conditions like autism spectrum disorder and ADHD, has fueled the growth of the sensory rooms market. Sensory rooms offer tailored environments with stimuli control, aiding individuals in managing sensory challenges. As awareness grows and demand increases, these rooms find applications across healthcare, education, corporate wellness, and hospitality sectors. They provide therapeutic benefits, promoting sensory integration and enhancing the well-being of diverse user groups.

    For instance, in January 2024, Flagler County Schools celebrated the opening of Rymfire Elementary’s new sensory room, home to a ball pit, numerous sensory boards, a few therapy trampolines, and fiber-optic lighting.

    (Source: https://www.news-journalonline.com/story/news/education/2024/01/02/flagler-schools-to-launch-9-sensory-rooms-district-wide-by-february/71970604007/)

    Advancement in Technology to Propel Market Growth
    

    Advancements in technology have revolutionized the sensory room market, introducing interactive experiences that cater to diverse sensory needs. Innovations like virtual reality, augmented reality, and adaptive lighting systems offer immersive and customizable environments. These technologies enhance therapeutic outcomes by providing engaging stimuli tailored to individual preferences, promoting relaxation, sensory integration, and emotional regulation. As a result, sensory rooms equipped with cutting-edge technology are increasingly sought after in healthcare, education, hospitality, and corporate sectors for their efficacy in supporting sensory well-being.

    For instance, in May 2023, Inspire Foundation officially launched the Multisensory Room service at their facility in G?ajnsielem, Gozo, marking a significant step towards improving the well-being and learning outcomes of individuals with sensory difficulties in the Gozitan community.

    (Source:https://inspire.org.mt/multi-sensory-room-service-launched-in-gozo-by-inspire-foundation/ )

    Positive Therapeutic Relationship between the Staff and Patient in Hospital Sensory
    

    Restraint Factors Of Sensory Rooms Market

    High Initial Cost to Restrict Market Growth
    

    The high initial cost is a barrier to entry into the sensory rooms market, dissuading some potential buyers from investing in these specialized environments. While sensory rooms offer therapeutic benefits for individuals with sensory processing disorders, developmental disabilities, or mental health conditions, the expense of equipment, installation, and customization can be prohibitive for many institutions and individuals. However, as awareness grows and technology advances, cost-effective solutions may emerge, potentially expanding market accessibility.

    Impact of COVID-19 on the Sensory Rooms Market

    The COVID-19 pandemic has both positively and negatively impacted the sensory rooms market. While there's been a surge in demand for sensory rooms in healthcare facilities to support patients' mental healt...

  13. Descriptive data for the pBT-child dyads.

    • plos.figshare.com
    xls
    Updated Aug 6, 2025
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    Madalina Ciobanu; Gina Barnes; Natalie J. Castell; Robert P. Adelson; Anurag Garikipati; Navan Preet Singh; Qingqing Mao; Ritankar Das (2025). Descriptive data for the pBT-child dyads. [Dataset]. http://doi.org/10.1371/journal.pone.0329939.t001
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    xlsAvailable download formats
    Dataset updated
    Aug 6, 2025
    Dataset provided by
    PLOShttp://plos.org/
    Authors
    Madalina Ciobanu; Gina Barnes; Natalie J. Castell; Robert P. Adelson; Anurag Garikipati; Navan Preet Singh; Qingqing Mao; Ritankar Das
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Autism spectrum disorder (ASD) is a condition with growing prevalence that results in significant healthcare spending, reduced parent income, high levels of family stress, and decreased quality of life (QoL). QoL is a measure for assessing overall wellness, and in the context of ASD is related to parent self-efficacy. Validated treatments, of which applied behavior analysis (ABA) is the gold standard, can mitigate some of the consequences that may be detrimental to parental QoL. We examined changes in parental QoL across multiple domains within three parent-child dyads in the context of a parent-led ABA model where the treatment was delivered by the parent. We hypothesized that parental QoL would be increased concurrently with ABA treatment lowering the frequency of interfering behaviors, which contribute to parental stress and limited self-efficacy. QoL components improved between the first and follow-up evaluations, though not all QoL component score changes achieved clinical significance. This study demonstrates a correlation between parental QoL and clinical treatment progress; with further validation, QoL assessment may serve as a tool to guide individualized treatment approaches that improve family outcomes.

  14. CFQL-2 descriptive statistics.

    • plos.figshare.com
    xls
    Updated Aug 6, 2025
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    Madalina Ciobanu; Gina Barnes; Natalie J. Castell; Robert P. Adelson; Anurag Garikipati; Navan Preet Singh; Qingqing Mao; Ritankar Das (2025). CFQL-2 descriptive statistics. [Dataset]. http://doi.org/10.1371/journal.pone.0329939.t002
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    xlsAvailable download formats
    Dataset updated
    Aug 6, 2025
    Dataset provided by
    PLOShttp://plos.org/
    Authors
    Madalina Ciobanu; Gina Barnes; Natalie J. Castell; Robert P. Adelson; Anurag Garikipati; Navan Preet Singh; Qingqing Mao; Ritankar Das
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    Autism spectrum disorder (ASD) is a condition with growing prevalence that results in significant healthcare spending, reduced parent income, high levels of family stress, and decreased quality of life (QoL). QoL is a measure for assessing overall wellness, and in the context of ASD is related to parent self-efficacy. Validated treatments, of which applied behavior analysis (ABA) is the gold standard, can mitigate some of the consequences that may be detrimental to parental QoL. We examined changes in parental QoL across multiple domains within three parent-child dyads in the context of a parent-led ABA model where the treatment was delivered by the parent. We hypothesized that parental QoL would be increased concurrently with ABA treatment lowering the frequency of interfering behaviors, which contribute to parental stress and limited self-efficacy. QoL components improved between the first and follow-up evaluations, though not all QoL component score changes achieved clinical significance. This study demonstrates a correlation between parental QoL and clinical treatment progress; with further validation, QoL assessment may serve as a tool to guide individualized treatment approaches that improve family outcomes.

  15. AIIMS modified INDT-ASD tool validation statistics as compared to gold...

    • plos.figshare.com
    xls
    Updated May 30, 2023
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    Sheffali Gulati; Jaya Shankar Kaushik; Lokesh Saini; Vishal Sondhi; Priyanka Madaan; N. K. Arora; R. M. Pandey; Prashant Jauhari; Ranjith K. Manokaran; Savita Sapra; Shobha Sharma; Vinod K. Paul; Rajesh Sagar (2023). AIIMS modified INDT-ASD tool validation statistics as compared to gold standard (DSM-5). [Dataset]. http://doi.org/10.1371/journal.pone.0213242.t003
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    Dataset updated
    May 30, 2023
    Dataset provided by
    PLOShttp://plos.org/
    Authors
    Sheffali Gulati; Jaya Shankar Kaushik; Lokesh Saini; Vishal Sondhi; Priyanka Madaan; N. K. Arora; R. M. Pandey; Prashant Jauhari; Ranjith K. Manokaran; Savita Sapra; Shobha Sharma; Vinod K. Paul; Rajesh Sagar
    License

    Attribution 4.0 (CC BY 4.0)https://creativecommons.org/licenses/by/4.0/
    License information was derived automatically

    Description

    AIIMS modified INDT-ASD tool validation statistics as compared to gold standard (DSM-5).

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Statista, Share of autistic U.S. children with select health conditions 2017-2020, by income [Dataset]. https://www.statista.com/statistics/1414950/share-autistic-children-select-health-conditions-us-household-income/
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Share of autistic U.S. children with select health conditions 2017-2020, by income

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Dataset authored and provided by
Statistahttp://statista.com/
Area covered
United States
Description

In the period 2017-2020, around 71 percent of autistic children in the United States who lived in lower-income households had a learning disability, compared to 55 percent of autistic children from higher-income households. This statistic shows the percentage of children in the United States with autism who had select health conditions in 2017-2020, by household income.

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