Association Between Self-Reported Protective Behavior and Heat-Associated Health Complaints Among Patients With Chronic Diseases in Primary Care: Results of the CLIMATE Pilot Cohort Study.

IF 3.5 2区 医学 Q1 PUBLIC, ENVIRONMENTAL & OCCUPATIONAL HEALTH JMIR Public Health and Surveillance Pub Date : 2024-11-04 DOI:10.2196/58711
Arne Jordan, Julia Nothacker, Valentina Paucke, Klaus Heinz Hager, Susann Hueber, Arian Karimzadeh, Thomas Kötter, Christin Löffler, Beate Sigrid Müller, Daniel Tajdar, Dagmar Lühmann, Martin Scherer, Ingmar Schäfer
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Abstract

Background: As a result of climate change, exposure to high temperatures is becoming more common, even in countries with temperate climates. For patients with chronic diseases, heat poses significant health risks. Empowering patients is a crucial element in protecting the population from the adverse effects of heat. In this context, self-reports of protective behavior are often used to gain a mutual understanding of patients' issues. However, the extent to which self-reported behavior is associated with health complaints remains unclear.

Objective: This study aims to describe the association between light to moderate heat and health complaints in everyday life, and to analyze whether self-reported protective behavior and related psychosocial factors are linked to these complaints.

Methods: We conducted a pilot cohort study using internet climate data merged with an online survey of patients with chronic diseases recruited through general practitioner practices. Patients were eligible if they were 18 years or older and had at least one chronic disease. The heat was modeled using temperature and humidity data. Health complaints were assessed through up to 7 follow-up evaluations on the hottest day of each week during the observation period. Data were analyzed using 3 nested models with mixed effects multivariable linear regression, adjusting for random effects at the climate measuring station and participant levels. Model 1 included heat exposure, sociodemographic data, and chronic diseases. Model 2 added protective behavior and health literacy, while model 3 incorporated self-efficacy and somatosensory amplification (ie, the tendency to catastrophize normal bodily sensations such as insect bites).

Results: Of the 291 eligible patients, 61 (21.0%) participated in the study, providing 294 observations. On average, participants were 61 (SD 14) years old, and 31 (51%) were men. The most prevalent conditions were cardiovascular diseases (n=23, 38%) and diabetes mellitus (n=20, 33%). The most commonly reported symptoms were tiredness/fatigue (232/294 observations, 78.9%) and shortness of breath (142/294 observations, 48.3%). Compared with temperatures of 27°C or lower, a heat index between over 27°C and 32°C (β=1.02, 95% CI 0.08-1.96, P=.03) and over 32°C (β=1.35, 95% CI 0.35-2.35, P=.008) were associated with a higher symptom burden. Lower health literacy (β=-0.25, 95% CI -0.49 to -0.01, P=.04) and better self-reported protective behavior (β=0.65, 95% CI 0.29-1.00, P<.001) were also linked to increased symptom burden but lost statistical significance in model 3. Instead, lower self-efficacy (β=-0.39, 95% CI -0.54 to -0.23, P<.001) and higher somatosensory amplification (β=0.18, 95% CI 0.07-0.28, P=.001) were associated with a higher symptom burden.

Conclusions: Compared with colder weather, light and moderate heat were associated with more severe health complaints. Symptom burden was lower in participants with higher self-efficacy and less somatosensory amplification. Self-reported protective behavior was not linked to a lower symptom burden. Instead, we found that patients who tended to catastrophize normal bodily sensations reported both better protective behavior and a higher symptom burden simultaneously.

Trial registration: ClinicalTrials.gov NCT05961163; https://clinicaltrials.gov/ct2/show/NCT05961163.

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初级保健慢性病患者自我描述的防护行为与热相关健康投诉之间的关系:气候试点队列研究的结果。
背景:由于气候变化,即使在气候温和的国家,暴露在高温下的情况也越来越普遍。对于慢性病患者来说,高温会对他们的健康造成严重威胁。增强患者的能力是保护民众免受高温不利影响的关键因素。在这种情况下,自我防护行为报告通常被用来相互了解患者的问题。然而,自我报告行为与健康投诉的关联程度仍不清楚:本研究旨在描述轻度至中度高温与日常生活中的健康投诉之间的关联,并分析自我报告的保护行为和相关心理社会因素是否与这些投诉有关:我们利用互联网气候数据与通过全科医生诊所招募的慢性病患者在线调查相结合,开展了一项试点队列研究。年满 18 周岁且至少患有一种慢性疾病的患者均符合条件。高温是利用温度和湿度数据建立的模型。在观察期间每周最热的一天,通过多达 7 次的跟踪评估对健康投诉进行评估。数据分析采用了 3 个嵌套模型和混合效应多变量线性回归,并对气候测量站和参与者层面的随机效应进行了调整。模型 1 包括热暴露、社会人口数据和慢性疾病。模型 2 包括保护行为和健康知识,模型 3 包括自我效能和躯体感觉放大(即将正常的身体感觉(如昆虫叮咬)灾难化的倾向):在 291 名符合条件的患者中,61 人(21.0%)参与了研究,提供了 294 个观察结果。参与者平均年龄为 61 岁(SD 14),男性 31 人(51%)。最常见的疾病是心血管疾病(23 人,占 38%)和糖尿病(20 人,占 33%)。最常报告的症状是疲倦/乏力(232/294 次,78.9%)和气短(142/294 次,48.3%)。与 27 摄氏度或更低的温度相比,27 摄氏度以上至 32 摄氏度之间(β=1.02,95% CI 0.08-1.96,P=.03)和 32 摄氏度以上(β=1.35,95% CI 0.35-2.35,P=.008)的高温指数与更高的症状负担相关。较低的健康素养(β=-0.25,95% CI -0.49至-0.01,P=.04)和较好的自我报告保护行为(β=0.65,95% CI 0.29-1.00,PC结论:与寒冷的天气相比,轻度和中度高温与更严重的健康问题有关。自我效能感较高且躯体感觉放大程度较低的参与者的症状负担较轻。自我报告的保护行为与较低的症状负担无关。相反,我们发现倾向于将正常身体感觉灾难化的患者同时报告了较好的保护行为和较高的症状负担:试验注册:ClinicalTrials.gov NCT05961163;https://clinicaltrials.gov/ct2/show/NCT05961163。
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来源期刊
CiteScore
13.70
自引率
2.40%
发文量
136
审稿时长
12 weeks
期刊介绍: JMIR Public Health & Surveillance (JPHS) is a renowned scholarly journal indexed on PubMed. It follows a rigorous peer-review process and covers a wide range of disciplines. The journal distinguishes itself by its unique focus on the intersection of technology and innovation in the field of public health. JPHS delves into diverse topics such as public health informatics, surveillance systems, rapid reports, participatory epidemiology, infodemiology, infoveillance, digital disease detection, digital epidemiology, electronic public health interventions, mass media and social media campaigns, health communication, and emerging population health analysis systems and tools.
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