Evidence map›Paper›PMID 41798240›Full record

ArticleIndian journal of psychiatry2026

Development and validation of the NIMHANS-NMHS-2 disability scale (NNDS).

T S Jaisoorya, Lakshmi Jogi, V S Binu, Harsh Khandelwal, Avani Sharma, Susanna G Mathew, Niharika Singh, Jarsha Mary, Hareesh Angothu, Krishna Prasad Muliyala and 20 more

Abstract read
In one paragraph

Article in Indian journal of psychiatry, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
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

2 citing papers in PubMed.

  1. Article
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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

30 authors.

T S JaisooryaDepartment of Psychiatry, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, Karnataka, India.
Lakshmi JogiDepartment of Psychiatry, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, Karnataka, India.
V S BinuDepartment of Biostatistics, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, Karnataka, India.
Harsh KhandelwalDepartment of Psychiatry, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, Karnataka, India.
Avani SharmaDepartment of Psychiatry, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, Karnataka, India.
Susanna G MathewDepartment of Psychiatric Social Work, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, Karnataka, India.
Niharika SinghDepartment of Psychiatry, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, Karnataka, India.
Jarsha MaryDepartment of Biostatistics, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, Karnataka, India.
Hareesh AngothuDepartment of Psychiatry, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, Karnataka, India.
Krishna Prasad MuliyalaDepartment of Psychiatry, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, Karnataka, India.
Jagadisha ThirthalliDepartment of Psychiatry, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, Karnataka, India.
C Naveen KumarDepartment of Psychiatry, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, Karnataka, India.
V Senthil K ReddyDepartment of Psychiatry, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, Karnataka, India.
N ManjunathaDepartment of Psychiatry, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, Karnataka, India.
Sundarnag GanjekarDepartment of Psychiatry, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, Karnataka, India.
A RashmiDepartment of Psychiatry, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, Karnataka, India.
Srinivas BalachanderDepartment of Psychiatry, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, Karnataka, India.
K G Vijay KumarDepartment of Psychiatry, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, Karnataka, India.
Lekhansh ShuklaDepartment of Psychiatry, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, Karnataka, India.
Aruna R M KapaneeDepartment of Clinical Psychology, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, Karnataka, India.
Nitin AnandDepartment of Clinical Psychology, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, Karnataka, India.
Ajay KumarDepartment of Clinical Psychology, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, Karnataka, India.
Himani KashyapDepartment of Clinical Psychology, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, Karnataka, India.
Anish V CherianDepartment of Psychiatric Social Work, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, Karnataka, India.
E Aravind RajDepartment of Psychiatric Social Work, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, Karnataka, India.
R Dhanasekara PandianDepartment of Psychiatric Social Work, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, Karnataka, India.
K ThennarasuDepartment of Biostatistics, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, Karnataka, India.
Pratima MurthyDirector and Sr. Professor, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, Karnataka, India.
Girish N RaoDepartment of Epidemiology, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, Karnataka, India.
Vivek BenegalDepartment of Psychiatry, National Institute of Mental Health and Neurosciences (NIMHANS), Bengaluru, Karnataka, India.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Measuring disability is one of the primary objectives of India's National Mental Health Survey-2 (NMHS-2). The survey required a scale that was short, free to use, culturally flexible, administrable by lay-interviewers, and measuring disability aligned with the current understanding of mental disorders. Aim: Lacking a scale meeting these requisites, the NIMHANS-NMHS-2 Disability Scale (NNDS) was developed as a new adult disability scale. This manuscript reports on its development and validation. Methods: Nineteen items across six domains were generated by desk review. Content validation conducted by 16 Consultants at the National Institute of Mental Health and Neuro Sciences led to removal of six items (Content Validity Index <0.75). Analysis included Cronbach's alpha for internal consistency and Exploratory Factor Analysis. K-means cluster analysis identified disability severity groups, while receiver operating characteristic analysis determined optimal disability cut-offs based on WHO-Disability Assessment Schedule (WHODAS) and NNDS scores. Results: The NNDS was validated across inpatient ( Conclusion: The NNDS has demonstrated robust psychometric properties for measuring disability. Being open-source, the scale has broad applicability for clinical practice, community assessments and research.

Indexed as

Developmentdisability assessmentNIMHANS-NMHS-2 disability scalepsychiatric disordersvalidation

Identifiers

PMID41798240
PMCPMC12965457

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.