The relations of quality of life in patients with lupus erythematosus: Regression models versus qualitative comparative analysis

J Adv Nurs. 2019 Jul;75(7):1484-1492. doi: 10.1111/jan.13957. Epub 2019 Feb 27.

Abstract

Background: Lupus erythematosus (LE) is an autoimmune disease that can have negative repercussions on the quality of life (QL) of those who suffer from it. The QL can be influenced by socio-demographic factors are related to the disease itself.

Aims: To analyse the associative power of socio-demographic (age and sex) and medical variables (type of lupus, diagnostic time and symptomatically associated with lupus) on the QL in patients with lupus by comparing linear relations models and models based on comparative qualitative fuzzy analysis.

Design: This is a retrospective cross-sectional design.

Participants: The sample consisted of 161 patients (88.4% female) diagnosed with LE between the ages of 18-66 years.

Methods: Data were collected between 2015 - 2017 using the Lupus Erythematosus Quality of Life Questionnaire. Two different statistical methodologies were used: traditional regression models and qualitative comparative analysis models of fuzzy sets.

Results: The results of the regression model suggest that none of the variables considered could explain the QL of these patients. On the other hand, the results of the fuzzy models suggest that being female, young and a shorter time to diagnosis explain higher levels of QL in these types of patients.

Conclusions: Since nurses are the people who interact most with patients, detecting risk groups of patients with lupus respect to their QL. This can help develop intervention programs from a nursing perspective.

背景: 红斑狼疮(LE)是一种自身免疫性疾病,可对患者的生活质量(QL)产生负面影响。生活质量可受与疾病本身相关的社会人口因素的影响。 目的: 通过比较线性关系模型和定性模糊分析比较模型,分析社会人口学(年龄、性别)和医学变量(狼疮类型、诊断时间和狼疮相关症状)与狼疮患者生活质量的关联性。 设计: 这是一个回顾性横断面设计。 参与者: 样本包括161名年龄在18-66岁之间的红斑狼疮患者(88.4%为女性)。 方法: 数据收集于2015年至2017年间,采用红斑狼疮生活质量问卷。采用了两种不同的统计方法:模糊集的传统回归模型和定性比较分析模型。 结果: 回归模型的结果表明,所有考虑的变量都不能解释这些患者的生活质量。另一方面,模糊模型的结果表明,女性、年轻和较短的诊断时间可以解释这类患者较高的生活质量水平。 结论: 由于护士是与患者互动最多的人,所以检测狼疮患者的风险群体时要尊重他们的生活质量。这有助于从护理的角度制定干预方案。.

Keywords: age; diagnosis time; health care; lupus erythematosus; nursing; qualitative comparative analysis; quality of life; regression models; sex; type of lupus.

Publication types

  • Comparative Study

MeSH terms

  • Adolescent
  • Adult
  • Aged
  • Cross-Sectional Studies
  • Female
  • Fuzzy Logic
  • Humans
  • Lupus Erythematosus, Systemic / physiopathology*
  • Male
  • Middle Aged
  • Qualitative Research
  • Quality of Life*
  • Regression Analysis
  • Retrospective Studies
  • Young Adult