宁夏回族自治区老年人健康促进行为与慢性病共病的关联分析
ssociation of Health Promotion Behaviors and Multimorbidity in the Elderly in Ningxia
背景 在人口老龄化程度日益加深的背景下,老年人保持健康成为其成功老龄化的关键。慢性病共病是威胁老年人健康的重要因素,其与老年人健康促进行为之间的关系鲜有学者探讨。目的 了解宁夏回族自治区老年人的慢性病共病模式及健康促进行为水平分布情况,分析老年人健康促进行为与其慢性病共病发生情况之间的关联,为老年人健康管理工作的开展和干预策略的制定提供参考。方法 2021 年 1—7 月,采用随机整群抽样法,选取宁夏回族自治区 65 岁及以上人群作为研究对象,采用自设问卷〔包括一般资料调查表、抑郁症筛查量表(PHQ-9)、简易精神状态检查表(MMSE)、健康促进生活方式量表(HPLP-C)〕对其进行调查,应用 Apriori 算法通过关联规则分析宁夏回族自治区老年人的慢性病共病模式,采用多因素 Logistic 回归分析健康促进行为与老年人慢性病共病发生情况之间的关联。结果 共纳入 2 010 名 65 岁及以上老年人,慢性病共病发生率为 31.00%(623/2 010);最常见的二元慢性病共病模式为冠心病 + 高血压〔25.36%(158/623)〕,最常见的三元慢性病共病模式为高血压 + 冠心病 +脑卒中〔4.49%(28/623)〕。关联规则显示 16 种慢性病共病模式,其中 15 种与高血压有关,10 种与冠心病有关,7 种与哮喘有关。多因素 Logistic 回归分析结果显示:与健康促进行为水平差的老年人相比,健康促进行为水平为一般〔OR(95%CI)=0.364(0.185,0.714)〕、 良 好〔OR(95%CI)=0.488(0.251,0.948)〕、 优 秀〔OR(95%CI)=0.426(0.213,0.853)〕的老年人发生慢性病共病的风险更低(P<0.05)。老年人 HPLP-C 体力活动〔OR(95%CI)=0.960(0.925,0.997)〕、压力管理〔OR(95%CI)=0.963(0.938,0.989)〕维度得分与其慢性病共病发生情况之间呈负向关联(P<0.05);老年人 HPLP-C 健康责任维度得分与其慢性病共病发生情况之间呈正向关联〔OR(95%CI)=1.038(1.013,1.063),P<0.05〕。结论 宁夏回族自治区老年人的慢性病共病模式复杂,且慢性病共病发生情况与其健康促进行为之间存在关联,可通过鼓励老年人践行促进健康行为、改善生活方式等措施,助力其降低慢性病共病发生风险。
Background In the context of increasing population agingmaintaining the health of the elderly is the key to successful aging. Multimorbidity is an important factor threatening the health of the elderlyand its relationship with thehealth promotion behaviors of the elderly has been rarely reported. ObjectiveTo understand the multimorbidity patterns and distribution of health promotion behaviors among the elderly in Ningxiaanalyze the relationship between multimorbidity patterns and health promotion behaviors in the elderlyso as to provide a reference for the development of management and intervention strategies for the health of elderly. MethodsThe population aged 65 years and above in Ningxia were selected as study subjects by using random cluster sampling method from January 2021 to July 2021and surveyed by self-designed questionnaireincluding general information questionnairepatient health questionnaire-9PHQ-9mini-mental state examinationMMSEhealth promoting lifestyle profile-Chinese versionHPLP-C. Multimorbidity patterns of the elderly was analyzed by association rules of Apriori algorithmthe correlation between multimorbidity and health promotion behaviors of the elderly was analyzed by multivariable Logistic regression analysis. ResultsA total of 2 010 older adults aged 65 years and above were includedwith the multimorbidity rate of 31.00%623/2 010. The most common binary multimorbidity pattern was coronary heart disease and hypertension25.36%158/623the most common ternary multimorbidity pattern was hypertensioncoronary heart disease and stroke4.49%28/623. The association rules revealed 16 patterns of multimorbidity15 of which were related to hypertension10 were related to coronary heart diseaseand 7 were related to asthma. The multivariate Logistic regression analysis showed that compared with older adults with poor health promotion behaviors, those with generalOR95%CI=0.3640.1850.714goodOR95%CI=0.4880.2510.948excellentOR95%CI=0.4260.2130.853health promotion behaviors had a lower risk of multimorbidityP<0.05. HPLP-C physical activityOR95%CI=0.9600.9250.997and stress managementOR95%CI=0.9630.9380.989dimension scores in older adults were negatively associated with the occurrence of multimorbidityHPLP-C health responsibilityOR95%CI=1.0381.0131.063dimension score was positively associated with the occurrence of multimorbidity. ConclusionThe multimorbidity patterns of the elderly in Ningxia are complexand there is an association between health promotion behaviors and occurrence of multimorbidity. The risk of multimorbidity can be reduced by interventions such as encouraging the elderly to practice health promotion behaviors and improve their lifestyles.
佟岩、郑建中、何昱铮、于吉庆
10.12114/j.issn.1007-9572.2023.0026
预防医学内科学
老年人慢性病共病模式健康促进行为关联规则priori 算法影响因素分析宁夏回族自治区
ElderlyMultimorbidity patternsHealth promotion behaviorsssociation rulespriori algorithmRoot cause analysisNingxia
佟岩,郑建中,何昱铮,于吉庆.宁夏回族自治区老年人健康促进行为与慢性病共病的关联分析[EB/OL].(2023-06-09)[2025-08-02].https://chinaxiv.org/abs/202306.00166.点此复制
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