Evidence map›Paper›PMID 30040859›Full record

Observational studyPLoS medicine2018

Neurodevelopmental disorders in children aged 2-9 years: Population-based burden estimates across five regions in India.

Narendra K Arora, M K C Nair, Sheffali Gulati, Vaishali Deshmukh, Archisman Mohapatra, Devendra Mishra, Vikram Patel, Ravindra M Pandey, Bhagabati C Das, Gauri Divan and 58 more

Open access · goldAbstract readMulticenter StudyObservational Study
In one paragraph

Observational study in PLoS medicine, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 120 papers, 11 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
120citing papers in PubMed, 11 pooled it
13.3field-weighted citation impact, top 1% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

120 citing papers in PubMed, 11 syntheses or guidelines pooled it, 324 citations in OpenAlex.

  1. Pooled it
  2. Prevalence of attention-deficit hyperactivity disorder (ADHD): systematic review and meta-analysis.European psychiatry : the journal of the Association of European Psychiatrists · 2024
    Pooled it
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  7. Global prevalence of autism: A systematic review update.Autism research : official journal of the International Society for Autism Research · 2022
    Pooled it
  8. Oral Manifestations of Rett Syndrome-A Systematic Review.International journal of environmental research and public health · 2021
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60 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

68 authors at 20 institutions in 3 countries.

Narendra K AroraThe INCLEN Trust International, New Delhi, India.ORCID 0000-0003-3008-8616
M K C NairKerala University of Health Sciences, Medical College PO, Thrissur, Kerala, India.
Sheffali GulatiDepartment of Paediatrics, All India Institute of Medical Sciences, New Delhi, India.
Vaishali DeshmukhThe INCLEN Trust International, New Delhi, India.
Archisman MohapatraThe INCLEN Trust International, New Delhi, India.ORCID 0000-0002-3095-2526
Devendra MishraDepartment of Paediatrics, Maulana Azad Medical College, New Delhi, India.ORCID 0000-0002-6810-3095
Vikram PatelSangath, Bardez, Goa, India.ORCID 0000-0003-1066-8584
Ravindra M PandeyDepartment of Biostatistics, All India Institute of Medical Sciences, New Delhi, India.
Bhagabati C DasDepartment of Community Medicine, Kalinga Institute of Medical Sciences, Bhubaneshwar, Odisha, India.
Gauri DivanSangath, Bardez, Goa, India.
G V S MurthyIndian Institute of Public Health, Hyderabad, Telangana, India.
Thakur D SharmaHimachal Foundation, Dharamshala, Kangra, Himachal Pradesh, India.
Savita SapraDepartment of Paediatrics, All India Institute of Medical Sciences, New Delhi, India.
Satinder AnejaDepartment of Paediatrics, Lady Hardinge Medical College, New Delhi, India.
Monica JunejaDepartment of Paediatrics, Maulana Azad Medical College, New Delhi, India.ORCID 0000-0003-1894-7801
Sunanda K ReddyCentre for Applied Research and Education on Neurodevelopmental Impairments and Disability related Health Initiatives (CARENIDHI), New Delhi, India.
Praveen SumanDepartment of Paediatrics, Sir Ganga Ram Hospital, New Delhi, India.
Sharmila B MukherjeeDepartment of Paediatrics, Lady Hardinge Medical College, New Delhi, India.ORCID 0000-0002-3184-464X
Rajib DasguptaDepartment of Social Medicine and Community Health, Jawaharlal Nehru University, New Delhi, India.ORCID 0000-0003-0609-9796
Poma TuduThe INCLEN Trust International, New Delhi, India.
Manoja K DasThe INCLEN Trust International, New Delhi, India.ORCID 0000-0002-8559-5837
Vinod K BhutaniDepartment of Paediatrics, Stanford University School of Medicine and Lucile Packard Children's Hospital, California, United States of America.ORCID 0000-0003-0770-6543
Maureen S DurkinDepartment of Population Health Sciences and Paediatrics, and Waisman Center, University of Wisconsin School of Medicine and Public Health, Madison, Wisconsin, United States of America.
Jennifer Pinto-MartinUniversity of Pennsylvania School of Nursing and School of Medicine, Philadelphia, United States of America.ORCID 0000-0001-7952-7638
Donald H SilberbergDepartment of Neurology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, United States of America.
Rajesh SagarDepartment of Psychiatry, All India Institute of Medical Science, New Delhi, India.
Faruqueuddin AhmedIntegral Institute of Medical Sciences & Research, Integral University, Lucknow, Uttar Pradesh, India.ORCID 0000-0002-2727-8892
Nandita BabuDepartment of Psychology, Delhi University, New Delhi, India.ORCID 0000-0002-5775-7034
Sandeep BavdekarDepartment of Paediatrics, Seth GS Medical College & KEM Hospital, Mumbai, Maharashtra, India.
Vijay ChandraDepartment of Neurology, Paras Hospital, Gurugram, Haryana, India.
Zia ChaudhuriDepartment of Ophthalmology, Lady Hardinge Medical College, New Delhi, India.
Tanuj DadaDr Rajendra Prasad Centre for Ophthalmic Sciences, All India Institute of Medical Sciences, New Delhi, India.
Rashna DassDepartment of Paediatric Disciplines, Health City Hospital, Guwahati, Assam, India.ORCID 0000-0003-2616-0275
M Gourie-DeviDepartment of Neurology, Institute of Human Behaviour and Allied Sciences & Department of Neurophysiology, Sir Ganga Ram Hospital, New Delhi, India.
S RemadeviSchool of Health Policy and Planning, Kerala University of Health Sciences, Thiruvananthapuram, Kerala, India.ORCID 0000-0003-2058-3605
Jagdish C GuptaAli Yavar Jung National Institute of Speech and Hearing Disabilities, Department of Empowerment of Persons with Disabilities, Kasturba Niketan, New Delhi, India.
Kumud K HandaDepartment of ENT & Head Neck Surgery, Medanta Medicity, Gurugram, Haryana, India.
Veena KalraDepartment of Paediatrics, Indraprastha Apollo Hospital, New Delhi, India.
Sunil KarandeDepartment of Paediatrics, Seth GS Medical College & KEM Hospital, Mumbai, Maharashtra, India.ORCID 0000-0002-1170-325X
Ramesh KonankiDepartment of Paediatric Neurology, Rainbow Children's Hospital, Hyderabad, Telengana, India.
Madhuri KulkarniDepartment of Paediatrics, Mumbai Port Trust Hospital, Mumbai, Maharashtra, India.
Rashmi KumarDepartment of Paediatrics, King George Medical University, Lucknow, Uttar Pradesh, India.
Arti MariaDepartment of Neonatology, Post Graduate Institute of Medical Education and Research and Dr. Ram Manohar Lohia Hospital, Delhi, India.
Muneer A MasoodiDepartment of Community Medicine, Government Medical College, Srinagar, Kashmir, India.
Manju MehtaDepartment of Psychiatry, All India Institute of Medical Science, New Delhi, India.
Santosh Kumar MohantyNational Trust, Department of Empowerment of Persons with Disabilities, Ministry of Social Justice & Empowerment, Government of India, Delhi, India.
Harikumaran NairKerala University of Health Sciences, Medical College PO, Thrissur, Kerala, India.ORCID 0000-0002-7674-065X
Poonam NatarajanVidya Sagar (formerly The Spastics Society of India), Chennai, Tamil Nadu, India.
A K NiswadeDepartment of Paediatrics, Government Medical College, Nagpur, Maharashtra, India.
Atul PrasadSocial Welfare Department, Government of Bihar, Patna, India.
Sanjay K RaiDepartment of Community Medicine, All India Institute of Medical Sciences, Ansari Nagar, New Delhi, India.
Paul S S RussellDepartment of Child & Adolescent Psychiatry and Facility for Children with Intellectual Disability, Christian Medical College, Vellore, Tamil Nadu, India.
Rohit SaxenaDr Rajendra Prasad Centre for Ophthalmic Sciences, All India Institute of Medical Sciences, New Delhi, India.ORCID 0000-0002-8660-8062
Shobha SharmaDepartment of Paediatrics, All India Institute of Medical Sciences, New Delhi, India.
Arun K SinghRashtriya Bal Swasthya Karyakram, Ministry of Health and Family Welfare, Nirman Bhawan, New Delhi, India.
Gautam B SinghDepartment of Otorhinolaryngology and Head and Neck Surgery (ENT), Lady Hardinge Medical College, New Delhi, India.
Leena SumarajChild Development Centre, Medical College Campus, Thiruvananthapuram, Kerala, India.
Saradha SureshSamarth, Chennai, Tamil Nadu, India.
Alok ThakarDepartment of Otolaryngology & Head-Neck Surgery, All India Institute of Medical Sciences, New Delhi, India.
Sujatha ParthasarathyDepartment of Pediatric Neurology, The Hospital for Sick Children (SickKids), The Peter Gilgan Centre for Research and Learning, Toronto, Ontario, Canada.
Bhadresh VyasDepartment of Paediatrics, M.P. Shah Government Medical College & G.G. Hospital, Jamnagar, Gujarat, India.ORCID 0000-0001-7890-557X
Ansuman PanigrahiDepartment of Community Medicine, Kalinga Institute of Medical Sciences, Bhubaneshwar, Odisha, India.
Munish K SarochDepartment of ENT, Dr. Rajender Prasad Government Medical College, Kangra, Himachal Pradesh, India.ORCID 0000-0001-5757-6930
Rajan ShuklaIndian Institute of Public Health, Hyderabad, Telangana, India.ORCID 0000-0002-1958-7396
K V Raghava RaoRVM Institute of Medical Sciences and Research Center, Laxmakkapally, Telangana, India.
Maria P SilveiraDepartment of Paediatrics, Goa Medical College, Bambolim, Goa, India.
Samiksha SinghIndian Institute of Public Health, Hyderabad, Telangana, India.ORCID 0000-0001-9441-0657
Vivek VajaratkarSangath, Bardez, Goa, India.ORCID 0000-0002-8237-0229
All India Institute of Medical Sciences · ININCLEN Trust International · INLady Hardinge Medical College · INIndian Institute of Public Health Gandhinagar · INKerala University of Health Sciences · INAll India Institute of Medical Sciences Bhubaneswar · INGoa Medical College · INKing Edward Memorial Hospital and Seth G.S. Medical College · INMaulana Azad Medical College · INSir Ganga Ram Hospital · INUniversity of Pennsylvania · USAli Yavar Jung National Institute for the Hearing Handicapped · INAtal Bihari Vajpayee Institute of Medical Sciences and Dr. Ram Manohar Lohia Hospital · INBombay Hospital · INCentral University of South Bihar · INChristian Medical College, Vellore · INDr. Rajendra Prasad Government Medical College · INGauhati Medical College and Hospital · INGovernment Medical College · INGovernment Medical College · IN

Funding

Point-of-Care System for Determination of Bilirubin Capacity in NeonatesR44TR001635 · NCATS · AVIV BIOMEDICAL, INC. · PI BHUTANI, VINOD K, RAMSAY, GLEN D · 2016 to 2017
$2.0M
Bilirubin-induced Auditory Neuropathy in PretermsK23DC006229 · NIDCD · UNIVERSITY OF ROCHESTER · PI AMIN, SANJIV B · 2004 to 2008
$966k
NCATS NIH HHS R44 TR001635NIDCD NIH HHS K23 DC006229
6 · The paper itself

Abstract

backgroundNeurodevelopmental disorders (NDDs) compromise the development and attainment of full social and economic potential at individual, family, community, and country levels. Paucity of data on NDDs slows down policy and programmatic action in most developing countries despite perceived high burden. METHODS AND

findingsWe assessed 3,964 children (with almost equal number of boys and girls distributed in 2-<6 and 6-9 year age categories) identified from five geographically diverse populations in India using cluster sampling technique (probability proportionate to population size). These were from the North-Central, i.e., Palwal (N = 998; all rural, 16.4% non-Hindu, 25.3% from scheduled caste/tribe [SC-ST] [these are considered underserved communities who are eligible for affirmative action]); North, i.e., Kangra (N = 997; 91.6% rural, 3.7% non-Hindu, 25.3% SC-ST); East, i.e., Dhenkanal (N = 981; 89.8% rural, 1.2% non-Hindu, 38.0% SC-ST); South, i.e., Hyderabad (N = 495; all urban, 25.7% non-Hindu, 27.3% SC-ST) and West, i.e., North Goa (N = 493; 68.0% rural, 11.4% non-Hindu, 18.5% SC-ST). All children were assessed for vision impairment (VI), epilepsy (Epi), neuromotor impairments including cerebral palsy (NMI-CP), hearing impairment (HI), speech and language disorders, autism spectrum disorders (ASDs), and intellectual disability (ID). Furthermore, 6-9-year-old children were also assessed for attention deficit hyperactivity disorder (ADHD) and learning disorders (LDs). We standardized sample characteristics as per Census of India 2011 to arrive at district level and all-sites-pooled estimates. Site-specific prevalence of any of seven NDDs in 2-<6 year olds ranged from 2.9% (95% CI 1.6-5.5) to 18.7% (95% CI 14.7-23.6), and for any of nine NDDs in the 6-9-year-old children, from 6.5% (95% CI 4.6-9.1) to 18.5% (95% CI 15.3-22.3). Two or more NDDs were present in 0.4% (95% CI 0.1-1.7) to 4.3% (95% CI 2.2-8.2) in the younger age category and 0.7% (95% CI 0.2-2.0) to 5.3% (95% CI 3.3-8.2) in the older age category. All-site-pooled estimates for NDDs were 9.2% (95% CI 7.5-11.2) and 13.6% (95% CI 11.3-16.2) in children of 2-<6 and 6-9 year age categories, respectively, without significant difference according to gender, rural/urban residence, or religion; almost one-fifth of these children had more than one NDD. The pooled estimates for prevalence increased by up to three percentage points when these were adjusted for national rates of stunting or low birth weight (LBW). HI, ID, speech and language disorders, Epi, and LDs were the common NDDs across sites. Upon risk modelling, noninstitutional delivery, history of perinatal asphyxia, neonatal illness, postnatal neurological/brain infections, stunting, LBW/prematurity, and older age category (6-9 year) were significantly associated with NDDs. The study sample was underrepresentative of stunting and LBW and had a 15.6% refusal. These factors could be contributing to underestimation of the true NDD burden in our population.

conclusionsThe study identifies NDDs in children aged 2-9 years as a significant public health burden for India. HI was higher than and ASD prevalence comparable to the published global literature. Most risk factors of NDDs were modifiable and amenable to public health interventions.

Indexed as

Age DistributionChildChild BehaviorChild DevelopmentChild, PreschoolCross-Sectional StudiesFemaleHealth SurveysHumansIndiaMaleNeurodevelopmental DisordersPrevalenceRisk AssessmentRisk Factors

Identifiers

PMID30040859
PMCPMC6057634
OpenAlexW2884694394

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