A Pilot Investigation of the Social Attention and Communication Surveillance (SACS) Tool for the Early Identification of Autism in Tianjin, China (SACS-C)

This publication is included in the Autistic Autism Scholarship Project. one author of this publication is identified as autistic in the project.

About the autistic author marker

Barbaro, J., Wang, C., Wang, J., Liu, G., Liang, Y., Wang, J., Abdullahi, I., & Dissanayake, C. (2020). A Pilot Investigation of the Social Attention and Communication Surveillance (SACS) Tool for the Early Identification of Autism in Tianjin, China (SACS-C). Frontiers in Neurology, 11, 597790-597790. https://doi.org/10.3389/fneur.2020.597790

Publication date: 16 Nov 2020 Added to AutiHub: 7 Sep 2026 Type: Article Article language: English

This publication is integrated into AutiHub through:

Authors

Publication authors
8
Publication authors identified as autistic
1 / 8 (12.5%)

Abstract

Introduction: Autism spectrum disorder (ASD) comprises difficulties in social communication and restrictive and repetitive behaviours. Despite an increased global prevalence, little remains known about detection and diagnosis of ASD in mainland China. Our aim was to conduct a pilot investigation of Social Attention and Communication Surveillance in Tianjin, China (SACS-C) to identify ASD early by professionals, compared to the Checklist for Autism in Toddlers-23 (CHAT-23) completed by parents and professionals. Methods: A total of 10,514 children were monitored at the Tianjin Women and Children’s Health Centre (TWCHC) on the SACS-C at 12 - 24 months of age following a half-day training of 225 child health practitioners. Children deemed at “high likelihood” for ASD on either the SACS, CHAT-23, or both, were referred for developmental assessments at TWCHC. Results: A total of 87 children (0.8%) were identified at “high likelihood” on the SACS-C, of whom 57 were assessed for ASD (66%); 24 children were subsequently diagnosed with ASD (42.1%), and the remaining 33 (57.9%) were diagnosed with developmental and/or language delays. The SACS-C had a positive predictive value (PPV) of 42.1%, a negative predictive value (NPV) of 99.8%, and sensitivity and specificity of 53.3% and 99.7%, respectively. Only 21 children were identified at “high risk” for ASD on the CHAT-23 (.2%), with 14 children assessed for ASD (66%); nine were diagnosed with ASD (64.3%) and the remaining five children were diagnosed with developmental and/or language delays. The CHAT-23 had an overall PPV of 64.3%, NPV of 99.6%, sensitivity of 27.3%, and specificity of 99.9%. Conclusion: This was the first large-scale study identifying ASD in 12-24-month-old children in Tianjin, China. We ascertained the feasibility of training community health practitioners to monitor infants and toddlers for the early signs of ASD, and determined the effectiveness of SACS-C. Furthermore, the SACS-C had a better balance between accuracy and sensitivity in detecting ASD, with the CHAT-23 missing the majority of children on the spectrum (72.7%) vs the SACS-C (46.7%). However, more work is needed to improve the psychometric properties in using the SACS-C in mainland China to make it comparable to its use in Australia.

Bibliography cited by this reference

Cited references are imported from external metadata sources when they are available. The list may be partial.

Cited bibliography overview

These indicators describe the bibliography cited by this publication. An author name is counted each time it appears in one cited reference, so the same person can be counted more than once. Names not yet linked to an author already present in AutiHub are treated as unknown, not as non-autistic. Last computed: 12 Sep 2026 01:04.

Cited references
47
With a DOI
38
Without a DOI, from raw bibliography text
9
7 / 47 (14.9%) cited references include at least one author identified as autistic.
References with data to complete
2 / 47 (4.3%)
References with detected author names
45 / 47 (95.7%)
Without detected author names
2
Without a structured title
0
Without a stable identifier
6
References with raw author names still to review
0
References with external metadata lookup issues
3
These indicators apply to cited references displayed on this page, after technical duplicates have been merged. A reference without a DOI can still support author statistics when a title and author names are available.
Author names detected in the cited bibliography
262
From DOI or external metadata
262
From validated raw bibliography text
0
Raw names already validated
0
Raw names still to review
0
49 / 262 (18.7%) names are linked to an author already present in AutiHub. 213 / 262 (81.3%) names are not yet linked.
Names linked to a person identified as autistic
7 / 262 (2.7%)
Calculated across all author names detected in the cited bibliography. Among names linked to an author already present in AutiHub: 7 / 49 (14.3%). Distinct people identified as autistic: 1 / 216 (0.5%).
  1. Jun Ping Huang , Shan Shan Cui , Yu Han , Hertz-Picciotto Irva , Li Hong Qi , Xin Zhang (2014). Prevalence and early signs of autism spectrum disorder (ASD) among 18-36 month-old children of Tianjin in China . Biomed Environ Sci., 27(6), 453.
    Crossref OpenAlex OpenCitations
  2. (2013). Diagnostic and statistical manual of mental disorders . Diagnostic and statistical manual of mental disorders.
    Type: Other
    Crossref
  3. Jing Wang , Enqing Liu , Yue Wang , Yijuan Qiao , Tao Zhang , Baojuan Li et al. (2018). Association of early pregnancy body mass index and children's birth weight with risk of being overweight in childhood . American Journal of Human Biology, 30(5), e23174. Wiley.
    Crossref OpenAlex OpenCitations
  4. Shuang Ren , Hong-Wei Ma , Man Hu , Li-Bo Wang , Lin Wang , Fang Li et al. (2012). Clinical application of M-CHAT and CHAT-23 for autism screening . Zhongguo Dang Dai Er Ke Za Zhi., 14(12), 946.
    Type: Article OpenAlex: https://openalex.org/W174620935
    Crossref OpenAlex
  5. Megan L. E. Clark , Josephine Barbaro *Autistic author. Learn more… , Cheryl Dissanayake (2017). Continuity and Change in Cognition and Autism Severity from Toddlerhood to School Age . Journal of Autism and Developmental Disorders, 47(2), 328-339. Springer Science and Business Media LLC.
    AutiHub · Autistic Autism Scholarship Project Crossref OpenAlex OpenCitations
  6. Matthew J. Maenner , Kelly A. Shaw , Jon Baio , EdS1 , Anita Washington , Mary Patrick et al. (2020). Prevalence of Autism Spectrum Disorder Among Children Aged 8 Years — Autism and Developmental Disabilities Monitoring Network, 11 Sites, United States, 2016 . MMWR. Surveillance Summaries, 69(4), 1-12. Centers for Disease Control MMWR Office.
    Crossref OpenAlex OpenCitations
  7. Yumei Wan , Qiang Hu , Ting Li , Lijuan Jiang , Yasong Du , Lei Feng et al. (2013). Prevalence of autism spectrum disorders among children in China: a systematic review . Shanghai Arch Psychiatry., 25(2), 70.
    Crossref OpenAlex OpenCitations
  8. Megan L. E. Clark , Zoe Vinen , Josephine Barbaro *Autistic author. Learn more… , Cheryl Dissanayake (2018). School Age Outcomes of Children Diagnosed Early and Later with Autism Spectrum Disorder . Journal of Autism and Developmental Disorders, 48(1), 92-102. Springer Science and Business Media LLC.
    AutiHub · Autistic Autism Scholarship Project Crossref OpenAlex OpenCitations
  9. Domenic V. Cicchetti , Catherine Lord , Kathy Koenig , Ami Klin , Fred R. Volkmar (2008). Reliability of the ADI-R: Multiple Examiners Evaluate a Single Case . Journal of Autism and Developmental Disorders, 38(4), 764-770. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  10. Xiang Sun , Carrie Allison , Fiona E. Matthews , Zhixiang Zhang , Bonnie Auyeung , Simon Baron-Cohen et al. (2015). Exploring the Underdiagnosis and Prevalence of Autism Spectrum Conditions in B eijing . Autism Research, 8(3), 250-260. Wiley.
    Type: Article DOI: 10.1002/aur.1441 OpenAlex: https://openalex.org/W1504624294
    Crossref OpenAlex OpenCitations
  11. Géraldine Dawson (2008). Early behavioral intervention, brain plasticity, and the prevention of autism spectrum disorder . Development and Psychopathology, 20(3), 775-803. Cambridge University Press (CUP).
    Crossref OpenAlex OpenCitations
  12. Helen Clancy , Alan Dugdalei , John Rendle‐Shortt (1969). The Diagnosis of Infantile Autism . Developmental Medicine & Child Neurology, 11(4), 432-442. Wiley.
    Crossref OpenAlex OpenCitations
  13. Helen E. Flanagan , Adrienne Perry , Nancy L. Freeman (2012). Effectiveness of large-scale community-based Intensive Behavioral Intervention: A waitlist comparison study exploring outcomes and predictors . Research in Autism Spectrum Disorders, 6(2), 673-682. Elsevier BV.
    Crossref OpenAlex OpenCitations
  14. Xiang Sun , Carrie Allison , Bonnie Auyeung , Fiona E. Matthews , Simon Baron-Cohen , Carol Brayne (2013). What is available for case identification in autism research in mainland China? Research in Autism Spectrum Disorders, 7(5), 579-590. Elsevier BV.
    Crossref OpenAlex OpenCitations
  15. Adam Feinstein (2010). A History of Autism . Wiley.
    Crossref OpenAlex OpenCitations
  16. Diana L. Robins , Karís A. Casagrande , Marianne Barton , Chi-Ming A. Chen , Thyde Dumont-Mathieu , Deborah Fein (2014). Validation of the Modified Checklist for Autism in Toddlers, Revised With Follow-up (M-CHAT-R/F) . Pediatrics, 133(1), 37-45. American Academy of Pediatrics (AAP).
    OpenCitations
  17. Paul S. Carbone , Chuck Norlin , Paul C. Young (2016). Improving Early Identification and Ongoing Care of Children With Autism Spectrum Disorder . Pediatrics, 137(6), e20151850. American Academy of Pediatrics (AAP).
    Crossref OpenAlex OpenCitations
  18. Xiang Sun , Carrie Allison , Liping Wei , Fiona E. Matthews , Bonnie Auyeung , Yu Yu Wu et al. (2019). Autism prevalence in China is comparable to Western prevalence . Molecular Autism, 10(1). Springer Science and Business Media LLC.
    OpenCitations
  19. Simon Baron-Cohen , Fiona J. Scott , Carrie Allison , Joanna Williams , Patrick Bolton , Fiona E. Matthews et al. (2009). Prevalence of autism-spectrum conditions: UK school-based population study . British Journal of Psychiatry, 194(6), 500-509. Royal College of Psychiatrists.
    Crossref OpenAlex OpenCitations
  20. Chunyang Li , Guowei Zhu , Jingjing Feng , Qiong Xu , Zhaoe Zhou , Bingrui Zhou et al. (2018). Improving the early screening procedure for autism spectrum disorder in young children: Experience from a community‐based model in shanghai . Autism Research, 11(9), 1206-1217. Wiley.
    Type: Article DOI: 10.1002/aur.1984 OpenAlex: https://openalex.org/W2890482687
    Crossref OpenAlex OpenCitations
  21. Cynthia A. Molloy , Donna S. Murray , Rachel Akers , Terry Mitchell , Patricia Manning-Courtney (2011). Use of the Autism Diagnostic Observation Schedule (ADOS) in a clinical setting . Autism, 15(2), 143-162. SAGE Publications.
    Crossref OpenAlex OpenCitations
  22. (2018). Autism Prevalence Rate up by an Estimated 40% to 1 in 70 People . Autism Prevalence Rate up by an Estimated 40% to 1 in 70 People.
    Type: Other
    Crossref
  23. Autism (2011). New Study Reveals Autism Prevalence in South Korea Estimated to be 2.6% or 1 in 38 Children . New Study Reveals Autism Prevalence in South Korea Estimated to be 2.6% or 1 in 38 Children.
    Type: Other
    Crossref
  24. Joseph F Cubells (2013). Prevalence of autism spectrum disorders in China . Shanghai Arch Psychiatry., 25(3), 176.
    Crossref OpenAlex OpenCitations
  25. Richard A. Bolt (1942). Developmental Diagnosis—Normal and Abnormal Child Development . American Journal of Public Health and the Nations Health, 32(6), 657-658. American Public Health Association.
    OpenAlex
  26. Fei Wang , Li Lu , Shi-Bin Wang , Ling Zhang , Chee H. Ng , Gabor S. Ungvari et al. (2018). The prevalence of autism spectrum disorders in China: a comprehensive meta-analysis . International Journal of Biological Sciences, 14(7), 717-725. Ivyspring International Publisher.
    Crossref OpenAlex OpenCitations
  27. David A. Krug , Joel Arick , Patricia Almond (1980). BEHAVIOR CHECKLIST FOR IDENTIFYING SEVERELY HANDICAPPED INDIVIDUALS WITH HIGH LEVELS OF AUTISTIC BEHAVIOR . Journal of Child Psychology and Psychiatry, 21(3), 221-229. Wiley.
    Crossref OpenAlex OpenCitations
  28. Xiang Sun , Carrie Allison , Liping Wei , Fiona E. Matthews , Bonnie Auyeung , Yu Yu Wu et al. (2019). Autism prevalence in China is comparable to Western prevalence . Molecular Autism, 10(1), 1. Springer Science and Business Media LLC.
    Crossref OpenAlex
  29. Xiang Sun , Carrie Allison , Fiona E Matthews , Stephen J Sharp , Bonnie Auyeung , Simon Baron-Cohen et al. (2013). Prevalence of autism in mainland China, Hong Kong and Taiwan: a systematic review and meta-analysis . Molecular Autism, 4(1), 7. Springer Science and Business Media LLC.
    Crossref OpenAlex OpenCitations
  30. Simon Baron-Cohen , Jane Allen , Christopher Gillberg (1992). Can Autism be Detected at 18 Months? British Journal of Psychiatry, 161(6), 839-843. Royal College of Psychiatrists.
    Crossref OpenAlex OpenCitations
  31. Virginia Wong , Lai-Hing Stella Hui , Wing-Cheong Lee , Lok-Sum Joy Leung , Po-Ki Polly Ho , Wai-Ling Christine Lau et al. (2004). A Modified Screening Tool for Autism (Checklist for Autism in Toddlers [CHAT-23]) for Chinese Children . Pediatrics, 114(2), e166-e176. American Academy of Pediatrics (AAP).
    Crossref OpenAlex OpenCitations
  32. Ke Wang , Chongying Wang , Dehua Guo , Marlies van Wijngaarden , Sander Begeer (2018). Children with autism spectrum disorder from China and the Netherlands: Age of diagnosis, gender and comorbidities . Research in Autism Spectrum Disorders, 54, 76-82. Elsevier BV.
    Crossref OpenAlex OpenCitations
  33. L-A Huo , Ji Seung Yang , C Zhang (2014). Regional difference of genetic factors for congenitals cataract. The results of congenital cataract screening under normal pupil conditions for infants in Tianjin city . Eur Rev Med Pharmacol Sci., 18(3), 426.
    Type: Article OpenAlex: https://openalex.org/W2185768148
    Crossref OpenAlex
  34. Xiaocheng Liu , Gongshu Liu , Ping Wang , Yunzhou Huang , Enqing Liu , Dongbei Li et al. (2015). Prevalence of congenital heart disease and its related risk indicators among 90 796 Chinese infants aged less than 6 months in Tianjin . International Journal of Epidemiology, 44(3), 884-893. Oxford University Press (OUP).
    Crossref OpenAlex OpenCitations
  35. Robins (1999). The modified checklist for autism in toddlers (M-CHAT) . The Modified Checklist for Autism in Toddlers (M-CHAT).
    Type: Other
    Crossref
  36. Wu Xiao (2010). Investigation of childhood autism status in Lianyungang city . J Mod Med Hyg., 26, 3724.
    Type: Article OpenAlex: https://openalex.org/W2382689501
    Crossref OpenAlex
  37. Guo‐yue Yang , Ya‐yue Li , Dian‐zhong Luo , Cheng Hui , Kai Xiao , Hong Zhang (2019). Differences of Anteroposterior Pelvic Radiographs Between Supine Position and Standing Position in Patients with Developmental Dysplasia of the Hip . Orthopaedic Surgery, 11(6), 1142-1148. Wiley.
    Type: Article DOI: 10.1111/os.12574 OpenAlex: https://openalex.org/W2988955939
    Crossref OpenAlex OpenCitations
  38. Bei Li , Kun Han , Lu Yang , Meiping Huang , Zhiwu Huang , Yun Li et al. (2020). The characteristics of social maturity in infants and children with cochlear implants in China . International Journal of Pediatric Otorhinolaryngology, 131, 109887. Elsevier BV.
    Crossref OpenAlex OpenCitations
  39. Sahar Avazzadeh , Katya McDonagh , Jamie Reilly , Yanqin Wang , Stephanie D. Boomkamp , Veronica McInerney et al. (2019). Increased Ca2+ signaling in NRXN1α+/− neurons derived from ASD induced pluripotent stem cells . Molecular Autism, 10(1), 52-52. Springer Science and Business Media LLC.
    OpenAlex
  40. Guo (2013). Study on the application of Chat-23 scale in early screening of childhood autism in communities . Matern Child Health Care China., 28, 28.
    Type: Other
    Crossref
  41. Gesell (1941). Developmental Diagnosis; Normal and Abnormal Child Development . Developmental Diagnosis; Normal and Abnormal Child Development.
    Type: Other
    Crossref
  42. Mieke Dereu (2021). Modified Checklist for Autism in Toddlers (M-CHAT) . In Encyclopedia of Autism Spectrum Disorders (pp. 2938-2943). Springer International Publishing.
    OpenAlex