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糖尿病与心血管疾病风险认知及风险指标:一项5年随访研究

Diabetes and Cardiovascular Disease Risk Perception and Risk Indicators: a 5-Year Follow-up.

作者信息

Vornanen Marleena, Konttinen Hanna, Peltonen Markku, Haukkala Ari

机构信息

Department of Social Research, University of Helsinki, Unioninkatu 37, PL 54, 00014, Helsinki, Finland.

Department of Food and Nutrition, University of Helsinki, Helsinki, Finland.

出版信息

Int J Behav Med. 2021 Jun;28(3):337-348. doi: 10.1007/s12529-020-09924-2.

Abstract

BACKGROUND

Perceived disease risk may reflect actual risk indicators and/or motivation to change lifestyle. Yet, few longitudinal studies have assessed how perceived risk relates to risk indicators among different disease risk groups. We examined in a 5-year follow-up, whether perceived risks of diabetes and cardiovascular disease predicted physical activity, body mass index (BMI kg/m), and blood glucose level, or the reverse. We examined further whether perceived risk, self-efficacy, and outcome beliefs together predicted changes in these risk indicators.

METHOD

Participants were high diabetes risk participants (N = 432) and low/moderate-risk participants (N = 477) from the national FINRISK 2002 study who were followed up in 2007. Both study phases included questionnaires and health examinations with individual feedback letters. Data were analyzed using gender- and age-adjusted structural equation models.

RESULTS

In cross-lagged autoregressive models, perceived risks were not found to predict 5-year changes in physical activity, BMI, or 2-h glucose. In contrast, higher BMI and 2-h glucose predicted 5-year increases in perceived risks (β-values 0.07-0.15, P-values < 0.001-0.138). These associations were similar among high- and low/moderate-risk samples. In further structural equation models, higher self-efficacy predicted increased physical activity among both samples (β-values 0.10-0.16, P-values 0.005-0.034). Higher outcome beliefs predicted lower BMI among the low/moderate-risk sample (β-values - 0.04 to - 0.05, P-values 0.008-0.011).

CONCLUSION

Perceived risk of chronic disease rather follows risk indicators than predicts long-term lifestyle changes. To promote sustained lifestyle changes, future intervention studies need to examine the best ways to combine risk feedback with efficient behavior change techniques.

摘要

背景

感知到的疾病风险可能反映实际风险指标和/或改变生活方式的动机。然而,很少有纵向研究评估不同疾病风险组中感知风险与风险指标之间的关系。我们在一项为期5年的随访中研究了糖尿病和心血管疾病的感知风险是否能预测身体活动、体重指数(BMI,kg/m²)和血糖水平,反之亦然。我们进一步研究了感知风险、自我效能感和结果信念是否共同预测这些风险指标的变化。

方法

参与者来自2002年全国FINRISK研究中的高糖尿病风险参与者(N = 432)和低/中度风险参与者(N = 477),于2007年进行随访。两个研究阶段均包括问卷调查和健康检查,并提供个人反馈信。使用性别和年龄调整后的结构方程模型对数据进行分析。

结果

在交叉滞后自回归模型中,未发现感知风险能预测身体活动、BMI或2小时血糖的5年变化。相反,较高的BMI和2小时血糖预测了5年中感知风险的增加(β值为0.07 - 0.15,P值<0.001 - 0.138)。这些关联在高风险和低/中度风险样本中相似。在进一步的结构方程模型中,较高的自我效能感预测了两个样本中身体活动的增加(β值为0.10 - 0.16,P值为0.005 - 0.034)。较高的结果信念预测低/中度风险样本中的BMI较低(β值为 - 0.04至 - 0.05,P值为0.008 - 0.011)。

结论

慢性病的感知风险是跟随风险指标,而非预测长期生活方式的改变。为促进持续的生活方式改变,未来的干预研究需要探讨将风险反馈与有效的行为改变技术相结合的最佳方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/dee8/8121732/5259cee31d1c/12529_2020_9924_Fig1_HTML.jpg

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