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Development and Internal Validation of a Lifestyle-Based Risk Screening Tool for Iliopsoas Dysfunction and Low Back Pain in Women: An Analytical Cross-Sectional Study


Authors : Mahipal Singh; Diksha Srivastava; Sushmita Bhati

Volume/Issue : Volume 11 - 2026, Issue 9 - September


Google Scholar : https://tinyurl.com/ymcjjma2

DOI : https://doi.org/10.38124/ijisrt/26sep985

Note : A published paper may take 4-5 working days from the publication date to appear in PlumX Metrics, Semantic Scholar, and ResearchGate.


Abstract : Background: Low back pain (LBP) is a major musculoskeletal health problem, while sedentary behaviour, reduced physical activity, elevated body mass index and psychosocial stress may contribute to musculoskeletal symptoms. Hip-flexor and iliopsoas dysfunction may represent an additional clinically relevant factor, particularly in individuals exposed to prolonged sitting and sustained hip-flexion postures. However, an integrated lifestyle-based screening approach specifically addressing iliopsoas dysfunction and LBP in women remains limited.  Objective: To identify lifestyle and clinical factors associated with LBP in women and to develop and internally validate a preliminary risk-screening tool incorporating iliopsoas dysfunction and modifiable lifestyle characteristics.  Methods: An analytical cross-sectional study was conducted among 410 women aged 18–50 years. Participants were assessed for demographic characteristics, body mass index, sedentary behaviour, screen exposure, physical activity, perceived stress and occupational/lifestyle factors. LBP was assessed using a standardized symptom history, numerical pain rating scale and Oswestry Disability Index. Iliopsoas/hip-flexor dysfunction was assessed bilaterally using the Modified Thomas Test. Associations with LBP were initially examined using univariable analyses, followed by multivariable logistic regression. A preliminary weighted screening score was developed from independently associated variables. Discrimination was evaluated using receiver operating characteristic analysis, and internal validation was performed using 1,000 bootstrap resamples.

Keywords : Low Back Pain; Iliopsoas; Hip Flexor; Women; Sedentary Behaviour; Physical Activity; Physiotherapy; Screening Tool; Risk Prediction; Musculoskeletal Physiotherapy.

References :

  1. World Health Organization. Low back pain. Geneva: World Health Organization; 2023.
  2. Chawla JK, Sushil P, Kumar P, Singh M, Sharma R, et al. Development of prediction model for risks of musculoskeletal chronic lumbopelvic pain in Indian women. Scientific Reports. 2024;14:22566. doi:10.1038/s41598-024-69063-6.
  3. Eimiller K, Vraa M, Sigmund K, Zellmer M. Relationship between hip flexor tightness and low back pain in non-care-seeking individuals. Clinical Biomechanics. 2026;132:106739. doi:10.1016/j.clinbiomech.2025.106739.
  4. Craig CL, Marshall AL, Sjöström M, et al. International physical activity questionnaire: 12-country reliability and validity. Medicine & Science in Sports & Exercise. 2003;35(8):1381–1395. doi:10.1249/01.MSS.0000078924.61453.FB.
  5. Fairbank JCT, Pynsent PB. The Oswestry Disability Index. Spine. 2000;25(22):2940–2952. doi:10.1097/00007632-200011150-00017.
  6. Ha SM, Kwon OY, Yi CH, Jeon HS, Lee WH. Reliability of the Modified Thomas Test using lumbo-pelvic stabilization. Journal of Physical Therapy Science. 2015;27:365–368.
  7. Riley RD, Ensor J, Snell KIE, et al. Calculating the sample size required for developing a clinical prediction model. BMJ. 2020;368:m441. doi:10.1136/bmj.m441.
  8. Saltychev M, Mattie R, McCormick Z, Bärlund E. Psychometric properties of the Oswestry Disability Index. International Journal of Rehabilitation Research. 2017;40(3):202–208. doi:10.1097/MRR.0000000000000226.

Background: Low back pain (LBP) is a major musculoskeletal health problem, while sedentary behaviour, reduced physical activity, elevated body mass index and psychosocial stress may contribute to musculoskeletal symptoms. Hip-flexor and iliopsoas dysfunction may represent an additional clinically relevant factor, particularly in individuals exposed to prolonged sitting and sustained hip-flexion postures. However, an integrated lifestyle-based screening approach specifically addressing iliopsoas dysfunction and LBP in women remains limited.  Objective: To identify lifestyle and clinical factors associated with LBP in women and to develop and internally validate a preliminary risk-screening tool incorporating iliopsoas dysfunction and modifiable lifestyle characteristics.  Methods: An analytical cross-sectional study was conducted among 410 women aged 18–50 years. Participants were assessed for demographic characteristics, body mass index, sedentary behaviour, screen exposure, physical activity, perceived stress and occupational/lifestyle factors. LBP was assessed using a standardized symptom history, numerical pain rating scale and Oswestry Disability Index. Iliopsoas/hip-flexor dysfunction was assessed bilaterally using the Modified Thomas Test. Associations with LBP were initially examined using univariable analyses, followed by multivariable logistic regression. A preliminary weighted screening score was developed from independently associated variables. Discrimination was evaluated using receiver operating characteristic analysis, and internal validation was performed using 1,000 bootstrap resamples.

Keywords : Low Back Pain; Iliopsoas; Hip Flexor; Women; Sedentary Behaviour; Physical Activity; Physiotherapy; Screening Tool; Risk Prediction; Musculoskeletal Physiotherapy.

Paper Submission Last Date
31 - October - 2026

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