Maintenance Notice

Due to necessary scheduled maintenance, the JMIR Publications website will be unavailable from Wednesday, July 01, 2020 at 8:00 PM to 10:00 PM EST. We apologize in advance for any inconvenience this may cause you.

Who will be affected?

Accepted for/Published in: JMIR Formative Research

Date Submitted: Oct 21, 2024
Open Peer Review Period: Oct 20, 2024 - Dec 15, 2024
Date Accepted: Apr 2, 2025
(closed for review but you can still tweet)

The final, peer-reviewed published version of this preprint can be found here:

Analyzing Trends in Suicidal Thoughts Among Patients With Psychosis in India: Exploratory Secondary Analysis of Smartphone Ecological Momentary Assessment Data

Bondre AP, Ranjan A, Shrivastava R, Tugnawat D, Chaturvedi NK, Bhan A, Gupta S, Rozatkar A, Nagendra S, Dutt S, Choudhary S, Reddy PV, Mehta UM, Naslund JA, Torous J

Analyzing Trends in Suicidal Thoughts Among Patients With Psychosis in India: Exploratory Secondary Analysis of Smartphone Ecological Momentary Assessment Data

JMIR Form Res 2025;9:e67745

DOI: 10.2196/67745

PMID: 40440651

PMCID: 12140503

Analyzing trends in suicidal thoughts in patients with psychosis in India using a mobile application: exploratory study

  • Ameya P. Bondre; 
  • Aashish Ranjan; 
  • Ritu Shrivastava; 
  • Deepak Tugnawat; 
  • Nirmal Kumar Chaturvedi; 
  • Anant Bhan; 
  • Snehil Gupta; 
  • Abhijit Rozatkar; 
  • Srilakshmi Nagendra; 
  • Siddharth Dutt; 
  • Soumya Choudhary; 
  • Preethi V Reddy; 
  • Urvakhsh Meherwan Mehta; 
  • John A. Naslund; 
  • John Torous

ABSTRACT

Background:

India has the world’s largest number of suicides but there is little research on the trends in suicidal thoughts, in particular when a person is at risk (e.g., person with psychosis), which is necessary to develop preventive interventions. Smartphone-based Ecological Momentary Assessments (EMAs) can assess dynamic symptoms, but most EMA studies are conducted in higher-income settings and have shorter (≤1 month) follow-up periods.

Objective:

This study aimed to examine the duration of onset to offset of suicidal ideation (SI) in tertiary hospital outpatients with psychosis in India.

Methods:

This study is an exploratory, secondary analysis of smartphone EMA data nested within the ongoing ‘SHARP’ project. Tertiary hospital outpatients (n=50) with early course schizophrenia at two socio-culturally different sites in India were recruited and given the ‘mindLAMP’ application for monitoring mood through daily EMA surveys over 15 months. The mood survey matched the nine-item Patient Health Questionnaire (PHQ-9) – the 9th item was used to define an instance of SI (score ≥ 1). Fourteen patients with ≥1 SI and ≥20% EMA survey compliance were included. We calculated between- and within-person variability in SI and ‘episodic’ patterns of SI (sequences of consecutive daily observations that show SI score ≥1). Positive and Negative Syndrome Scale (PANSS) was used to assess changes in symptoms of psychosis and its relationship with the temporality of SI.

Results:

Over ~11 months (IQR: 9-13) of EMA data reporting on average (326 days), and an average of 34.7% (IQR: 24.5 to 41.7) EMA survey compliance showed by patients, 3253 total mood surveys were filled by the 14 participants (232 surveys on average, IQR: 147-256). A total of 521 instances of SI were reported. Monthly SI instances showed substantial within and between-person variations. Time-scale summary statistics revealed episodic SI patterns in 11 patients, with an average of 5.9 episodes (range: 1-14, SD: 4.4, 65 total episodes) with an episode lasting for 2.5 days on average (range: 1-5.3, SD: 1.5, total 27 days). There was an average lag of ~59 days, 66 days and 81 days between the time of the first drop in PANSS positive, negative and general psychopathology scores respectively, and the last reported instance of SI. This indicated that SI was an enduring vulnerability subsequent to the beginning of clinical improvement in psychosis.

Conclusions:

Our study adds to the much-needed evidence base in India to measure the dynamics of suicidal thinking within an individual, for more targeted preventive interventions. Further steps in EMA research are highlighted such as the use of higher frequency ‘burst’ surveys to assess the duration of an episode of suicidal ideation in hours or even minutes, and inclusion of both active and passive SI markers to measure the timescale of suicidal thinking.


 Citation

Please cite as:

Bondre AP, Ranjan A, Shrivastava R, Tugnawat D, Chaturvedi NK, Bhan A, Gupta S, Rozatkar A, Nagendra S, Dutt S, Choudhary S, Reddy PV, Mehta UM, Naslund JA, Torous J

Analyzing Trends in Suicidal Thoughts Among Patients With Psychosis in India: Exploratory Secondary Analysis of Smartphone Ecological Momentary Assessment Data

JMIR Form Res 2025;9:e67745

DOI: 10.2196/67745

PMID: 40440651

PMCID: 12140503

Download PDF


Request queued. Please wait while the file is being generated. It may take some time.

© The authors. All rights reserved. This is a privileged document currently under peer-review/community review (or an accepted/rejected manuscript). Authors have provided JMIR Publications with an exclusive license to publish this preprint on it's website for review and ahead-of-print citation purposes only. While the final peer-reviewed paper may be licensed under a cc-by license on publication, at this stage authors and publisher expressively prohibit redistribution of this draft paper other than for review purposes.