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Terminated due to an unusually cold and rainy summer. E.g. in Hamburg the average temperature between 16 July and 15 August 2023 was below 17°C. Collected data will be used to pilot study design and questionnaire. We plan to repeat the study in 2024.
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The CLIMATE Observational Study examines to what extent chronically ill patients experience adverse health effects because of heat and whether the patients' specific efforts, somatosensory amplification, self-efficacy, health literacy and commitment to the GP, degree of urbanisation of the patients' administration district and characteristics of the patients' neighborhood are associated with these effects.
The CLIMATE Observational Study aims to analyse to what extent chronically ill patients experience adverse health effects because of heat and whether the patients' specific efforts, self-efficacy, or other factors are associated with these effects. This cohort study is based on an online survey of patients with chronic illness who are recruited in GP practices across all regions of Germany. After the baseline assessment, participants fill out symptom diaries on one specific day of observation per week over a maximum period of 12 weeks. The specific days of observation within the time frame between 29 July and 8 September are selected based on the maximum temperature that can be expected within the respective weeks. The weather forecast will be checked every Friday. If, in the upcoming 4 days, the maximum temperature is expected to exceed 30°C, the warmest day in this time frame will be chosen. Otherwise, the weather forecast will be checked again on Tuesday to choose the warmest of the remaining days of the week. The specific days of observation within the time frame between 9 September and 27 October are randomly selected. On each day of observation, patients are notified by email at 6 pm.
Baseline assessment includes socio-demographic data, health-related quality of life, efforts against adverse effects of heat, somatosensory amplification, self-efficacy, health literacy and commitment to the GP. Local data on temperatures and humidity will be assessed by the measurement stations of Germany's National Meteorological Service. Degree of urbanisation of administration districts is provided by the German Federal Institute for Research on Building, Urban Affairs and Spatial Development. Additionally, small scale data on population density, number of one-person households, unemployment rates and other neighbourhood characteristics are provided by the German Statistical Offices. Data will be analyzed by multivariable, multilevel regression analyses adjusted for possible confounders and random effects on the administration district and practice within administration district level.
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| Measure | Description | Time Frame |
|---|---|---|
| Composite index of nausea, vomiting, tiredness/fatigue, vertigo, circulation problems/syncopes, muscle cramps, headache, extrasystoles, palpitations, edemas, shortness of breath, depressive mood, anxiety, mental confusion | The severity in each symptom category is defined by the degree of limitations in usual activities. The composite index expresses the highest severity within any symptom category. | Once per week between 29 July - 27 October 2023 |
| Measure | Description | Time Frame |
|---|---|---|
| Self-rated health | Measured by visual analogue scale | Once per week between 29 July - 27 October 2023 |
| Use of medical services | As part of the symptom diary, we will also assess the use of medical services at the specific day of observation (i.e., ambulant care, emergency care, hospital admission) |
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Inclusion Criteria:
Exclusion Criteria:
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The study is located in different sites in Germany. Patients from approximately 50 GP practices will be included. In each practice, eligible patients receive a flyer including a QR-Code and a short link to register for the online study. After documenting informed consent within the application, patients fill out the baseline questionnaire and receive invitations for twelve subsequent assessments of symptoms by email. The investigators estimated that approximately 1500 patients will be contacted. From experience with similar studies the investigators anticipated a response rate of 40% (=600 patients).
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| Name | Affiliation | Role |
|---|---|---|
| Ingmar Schäfer, PD Dr. | Universitätsklinikum Hamburg-Eppendorf | Principal Investigator |
| Martin Scherer, Prof. Dr. | Universitätsklinikum Hamburg-Eppendorf | Principal Investigator |
| Facility | Status | City | State | ZIP | Country | Contacts |
|---|---|---|---|---|---|---|
| Universitätsklinikum Hamburg-Eppendorf | Hamburg | Germany |
| PubMed Identifier | Type | Citation | Retractions |
|---|---|---|---|
| 39496153 | Derived | Jordan A, Nothacker J, Paucke V, Hager KH, Hueber S, Karimzadeh A, Kotter T, Loffler C, Muller BS, Tajdar D, Luhmann D, Scherer M, Schafer I. 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. JMIR Public Health Surveill. 2024 Nov 4;10:e58711. doi: 10.2196/58711. |
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IPD will be available from the corresponding authors of study publications upon reasonable request.
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| Once per week between 29 July - 27 October 2023 |
| Reasons for drop out (eg, bad health condition, hospital admission, death) | We will ask participants at baseline for permission to contact any confidential contact in case they drop out from the study | Once after 27 October 2023 |
| ID | Term |
|---|---|
| D003327 | Coronary Disease |
| D009203 | Myocardial Infarction |
| D006333 | Heart Failure |
| D001145 | Arrhythmias, Cardiac |
| D058729 | Peripheral Arterial Disease |
| D020521 | Stroke |
| D002546 | Ischemic Attack, Transient |
| D003922 | Diabetes Mellitus, Type 1 |
| D003924 | Diabetes Mellitus, Type 2 |
| D029424 | Pulmonary Disease, Chronic Obstructive |
| D001249 | Asthma |
| D051437 | Renal Insufficiency |
| D003866 | Depressive Disorder |
| D001008 | Anxiety Disorders |
| D012559 | Schizophrenia |
| D010523 | Peripheral Nervous System Diseases |
| ID | Term |
|---|---|
| D017202 | Myocardial Ischemia |
| D006331 | Heart Diseases |
| D002318 | Cardiovascular Diseases |
| D014652 | Vascular Diseases |
| D007238 | Infarction |
| D007511 | Ischemia |
| D010335 | Pathologic Processes |
| D013568 | Pathological Conditions, Signs and Symptoms |
| D009336 | Necrosis |
| D050197 | Atherosclerosis |
| D001161 | Arteriosclerosis |
| D001157 | Arterial Occlusive Diseases |
| D016491 | Peripheral Vascular Diseases |
| D002561 | Cerebrovascular Disorders |
| D001927 | Brain Diseases |
| D002493 | Central Nervous System Diseases |
| D009422 | Nervous System Diseases |
| D002545 | Brain Ischemia |
| D003920 | Diabetes Mellitus |
| D044882 | Glucose Metabolism Disorders |
| D008659 | Metabolic Diseases |
| D009750 | Nutritional and Metabolic Diseases |
| D004700 | Endocrine System Diseases |
| D001327 | Autoimmune Diseases |
| D007154 | Immune System Diseases |
| D008173 | Lung Diseases, Obstructive |
| D008171 | Lung Diseases |
| D012140 | Respiratory Tract Diseases |
| D002908 | Chronic Disease |
| D020969 | Disease Attributes |
| D001982 | Bronchial Diseases |
| D012130 | Respiratory Hypersensitivity |
| D006969 | Hypersensitivity, Immediate |
| D006967 | Hypersensitivity |
| D007674 | Kidney Diseases |
| D014570 | Urologic Diseases |
| D052776 | Female Urogenital Diseases |
| D005261 | Female Urogenital Diseases and Pregnancy Complications |
| D000091642 | Urogenital Diseases |
| D052801 | Male Urogenital Diseases |
| D019964 | Mood Disorders |
| D001523 | Mental Disorders |
| D019967 | Schizophrenia Spectrum and Other Psychotic Disorders |
| D009468 | Neuromuscular Diseases |
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