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Cancer symptom clusters: a validation study.

Mei-Ling Chen1, Chia-Chin Lin

  • 1Graduate Institute of Nursing, Chang Gung University, Tao-Yuan, Taiwan. mechenl@mail.cgu.edu.tw

Journal of Pain and Symptom Management
|July 17, 2007
PubMed
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Cancer symptom clusters, including sickness, gastrointestinal, and emotional factors, were confirmed in a new sample. A modified model with appetite as a shared symptom improved data fit, highlighting the value of subscale scores.

Area of Science:

  • Oncology
  • Psychometrics
  • Symptom Science

Background:

  • Cancer patients frequently experience multiple concurrent symptoms, known as symptom clusters.
  • Previous studies identified various symptom clusters, but replication in new samples remained unverified.

Purpose of the Study:

  • To confirm the replicability of identified symptom clusters in a new sample of cancer patients.
  • To evaluate a three-factor model (sickness, gastrointestinal, emotional) and explore model modifications.

Main Methods:

  • Utilized the Taiwanese version of the M.D. Anderson Symptom Inventory to assess nine symptoms in 321 cancer patients.
  • Employed confirmatory factor analysis to evaluate the fit of a three-factor symptom cluster model.

Main Results:

Related Experiment Videos

  • The prespecified three-factor model showed a satisfactory fit, with a modified model (including appetite in two factors) demonstrating a significantly better fit.
  • Higher scores in sickness, gastrointestinal, and emotional factors correlated with poorer functional status.
  • Metastatic disease and combined chemotherapy/radiation therapy were linked to higher sickness and gastrointestinal scores; hospitalization affected emotional scores.

Conclusions:

  • The study confirmed the structure of cancer symptom clusters and demonstrated that a modified model offers a better representation.
  • Subscale scores based on meaningful symptom clusters may better capture the complex symptom experience of cancer patients than overall scores.