# Psychological Well-Being and Treatment Adherence in COPD Patients: A Correspondence Analysis of WHO-5, MARS, and GOLD Severity

**Authors:** Adina Deliu, Luana Alexandrescu, Bogdan Cimpineanu, Oana Cristina Arghir, Sanda Jurja, Ioan Tiberiu Tofolean, Rodica Gabriela Enache, Ioana Gherghisan, Ionela Preotesoiu, Ionut Valentin Stanciu, Andreea Nelson Twakor, Monica Cordos, Alexandra Herlo, Daria Maria Alexandrescu, Doina Ecaterina Tofolean

PMC · DOI: 10.3390/healthcare14040514 · Healthcare · 2026-02-18

## TL;DR

This study explores how psychological well-being and treatment adherence vary among COPD patients across different disease severities.

## Contribution

The novel use of correspondence analysis reveals distinct psychological and behavioral profiles linked to treatment adherence in COPD patients.

## Key findings

- Non-adherent patients formed a distinct psychological and behavioral profile despite similar disease severity.
- WHO-5 scores showed significant heterogeneity across COPD severity stages.
- Low WHO-5 scores indicated high anxiety and depression burdens among patients.

## Abstract

Background: Chronic obstructive pulmonary disease (COPD) is frequently complicated by psychological distress and suboptimal treatment adherence, both of which adversely affect clinical outcomes. However, the relationship between disease severity, emotional well-being, and adherence behavior remains insufficiently characterized. Methods: This multicenter observational study included 285 patients with COPD recruited from two primary care clinics. COPD severity was classified according to GOLD criteria. Psychological well-being was assessed using the World Health Organization–Five Well-Being Index (WHO-5), and treatment adherence was evaluated using the Medication Adherence Report Scale (MARS). Multidimensional relationships between clinical variables, WHO-5, and MARS were explored using correspondence analysis with symmetrical normalization. Results: Most patients had severe or very severe COPD (GOLD 3–4, 65.6%). WHO-5 scores showed marked heterogeneity across all GOLD stages, with very low values (20–26%) contributing disproportionately to the overall data structure (total contributions up to 0.97), indicating substantial anxiety and depression-related burden. Non-adherent patients represented 28.4% of the cohort but accounted for 71.6% of the inertia in the adherence-related correspondence analysis, forming a distinct psychological and behavioral profile. Mean GOLD stage was comparable between adherent and non-adherent patients (approximately 2.8–3.0). Conclusions: Correspondence analysis demonstrated substantial heterogeneity in WHO-5 and MARS profiles across all GOLD stages. Notably, mean GOLD severity was comparable between adherent and non-adherent patients (approximately 2.8–3.0), indicating that differences in adherence behavior were not primarily driven by spirometric disease severity.

## Linked entities

- **Diseases:** Chronic obstructive pulmonary disease (MONDO:0005002), COPD (MONDO:0005002)

## Full-text entities

- **Genes:** CAT (catalase) [NCBI Gene 847]
- **Diseases:** GOLD 2 (MESH:D020803), pulmonary fibrosis (MESH:D011658), impairment in emotional well-being (MESH:C536693), COPD (MESH:D029424), fatigue (MESH:D005221), interstitial lung disease (MESH:D017563), obesity (MESH:D009765), Depression (MESH:D003866), GOLD 4 (MESH:D053632), cognitive impairment (MESH:D003072), GOLD 3-4 (MESH:D053307), psychological distress (MESH:D012128), GOLD 1 (MESH:C538557), pulmonary embolism (MESH:D011655), GOLD 3 (MESH:C537153), bronchiectasis (MESH:D001987), MARS (MESH:C538175), respiratory diseases (MESH:D012140), impaired quality of life (MESH:D003643), loss of (MESH:D016388), Symptom (MESH:D012816), atrial fibrillation/flutter (MESH:D001282), injury to (MESH:D014947), inertia (MESH:D014593), asthma (MESH:D001249), Anxiety (MESH:D001007), impaired emotional health (OMIM:603663), diabetes (MESH:D003920), psychiatric conditions (MESH:D001523), pulmonary tuberculosis (MESH:D014397), Dyspnea (MESH:D004417)
- **Species:** Homo sapiens (human, species) [taxon 9606]

## Full text

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## Figures

12 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12940593/full.md

## References

29 references — full list in the complete paper: https://tomesphere.com/paper/PMC12940593/full.md

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Source: https://tomesphere.com/paper/PMC12940593