Research Article 2026-04-23 under-review v1

A description of patient-generated motivation statements prior to initiating treatment at chiropractic and physical rehabilitation clinics

R
Robert Topp Elevating Healthcare Scholarship
J
Jay Greenstein CEO of Kaizo Health, Kaizo Clinical Research Institute / Kaizenovate, Rockville, United States
J
Jena Etnoyer-Slaski Director of Research and Innovation Kaizenovate, Kaizo Clinical Research Institute

Abstract

Background Musculoskeletal disorders (MSDs) are the leading cause of disability worldwide and the primary reason for healthcare utilization. Understanding a patient's rehabilitation goals and their motivation for pursuing those goals are a core component of contemporary chiropractic and physical rehabilitation care. The purpose of this study was to describe the patient-generated motivation statements for pursuing their rehabilitation goals prior to initiating treatment at chiropractic and physical rehabilitation clinics.Methods A cross-sectional thematic analysis was conducted on 5,326 de-identified motivation statements entered by adult patients using a digital health platform across 24 U.S. chiropractic and physical rehabilitation clinics (2023-2025). An LLM-assisted coding process classified the motivation statements into10 thematic categories, a subsample of which were validated by independent human reviewers (92% agreement). Additional analyses evaluated the presence of SMART elements in Pg 2the motivation statements and classified the statements as growth-focused, problem-focused, dual, or neutral in orientation.Results Pain reduction was the most frequent theme for the motivation statements (27.5%), followed by physical function enhancement (17.8%), body structure concerns (13.6%), sports/recreation (9.5%), and return to baseline (8.1%). Motivation statements were typically brief (median 7 words). Approximately half (49.5%) included the SMART elements of measurability, 23.4% referenced specific activities, and 5.3% were time-bound; none included achievable or relevant components. Growth-focused motivation statements comprised 29.3% of responses, compared with 14.7% problem-focused and 9.1% dual-orientation goals; 46.9% were neutral.Conclusions Patients prioritize both symptom relief and functional improvement, though most motivation statements lack SMART elements. Digital platforms may facilitate patient-centered motivation statements while providing opportunities for clinicians to collaboratively refine motivation statements toward growth-oriented, function-based outcomes that support sustained rehabilitation engagement.- Trial registration Not applicable.

Citation Information

@article{roberttopp2026,
  title={A description of patient-generated motivation statements prior to initiating treatment at chiropractic and physical rehabilitation clinics},
  author={Robert Topp and Jay Greenstein and Jena Etnoyer-Slaski},
  journal={Chiropractic & Manual Therapies},
  year={2026},
  doi={https://doi.org/10.21203/rs.3.rs-9346912/v1}
}
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