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波兰家庭对基于互联网的医疗保健服务的接受情况:基于人群调查的二次分析。

Acceptance of Internet-based health care services among households in Poland: secondary analysis of a population-based survey.

作者信息

Duplaga Mariusz

机构信息

Institute of Public Health, Jagiellonian University Medical College, Krakow, Poland.

出版信息

J Med Internet Res. 2012 Nov 27;14(6):e164. doi: 10.2196/jmir.2358.

Abstract

BACKGROUND

Polish society is benefiting from growing access to the Internet, but the use of advanced e-services is still limited. The provision of Internet-based health services depends not only on the penetration of the Internet into society, but also on the acceptance of this technology by potential users.

OBJECTIVE

The main objective of this study was focused on the assessment of predictors of acceptance of Internet use for provision of health services (eg, sociodemographic status, the use of information technologies, and consumption of health care services) among households in Poland.

METHODS

The study was based on a secondary analysis of the dataset from the 2011 Social Diagnosis survey (a biannual survey conducted since 2001 about economic and non-economic aspects of household and individual living conditions in Poland). Analysis of the questionnaire results focused on the situations of the households included in the study. The predictors for 2 outcome variables describing the acceptance of households for Internet use for provision of a full health care service, or at least access to information and download of required forms, were assessed using multivariate logistic regression.

RESULTS

After excluding those households that would not consider the use of health care services or for which predictor variables assumed missing values, the final analyses were conducted on data from 8915 households. Acceptance of the use of the Internet for provision of full health care services in Polish households was significantly higher among households in urban locations with ≥ 200,000 inhabitants than among households in rural areas; it was also higher with salaried employment as the source of income than with self-employment in agriculture (odds ratio [OR] = 0.53, 95% CI 0.40 - 0.70), retirement pension (OR = 0.46, 95% CI 0.39 - 0.54), disability pension (OR = 0.48, 95% CI 0.34 - 0.68), or with several simultaneous income sources (OR = 0.66; 95% CI 0.57 - 0.79). Furthermore, acceptance of Internet-based health care was higher in households with a higher monthly net income per capita (OR = 2.11, 95% CI 1.75 - 2.53 for households from the lowest and the highest income interval), among households with > 1 child aged < 15 years (OR = 1.38, 95% CI 1.20 - 1.59), among households with at least some books (with OR = 3.33, 95% CI 2.39 - 4.64 for household with no books and those with over 500 books). Acceptance was also higher in households with a computer (OR = 1.86, 95% CI 1.35 - 2.56), Internet access (OR = 1.95, 95% CI 1.37 - 2.76), and Internet access for a longer duration (OR = 1.36, 95% CI 1.06 - 1.75 and OR = 1.81, 95% CI 1.40 - 2.33 for households with access < 1 year versus those with access for 1-5 years and > 5 years, respectively). Greater self-declared confidence in using technology was also associated with higher acceptance of the Internet for health care services (OR = 2.94, 95% CI 2.21 - 3.91 for the least confident households versus those with the highest confidence). Furthermore, recent use of health care services increased acceptance of using the Internet for at least some health-related services (OR = 1.49, 95% CI 1.16 - 1.91), but not for full provision of online health care services (OR = 1.20, 95% CI 0.92 - 1.55). Neither the hospitalization of a member of a household nor the opinion about satisfying health care needs of a household affected the degree of acceptance.

CONCLUSIONS

The acceptance of health care services through the Internet is higher in households from larger cities, with stable income from an employee salary, as well as with higher income levels per capita. Furthermore, general computer and Internet use in the household influenced the perception of eHealth. Paradoxically, the use of health care services or the level of satisfaction with the coverage of the household's health needs has a limited influence on acceptance of Internet-based health care services.

摘要

背景

波兰社会正受益于互联网接入的增加,但先进电子服务的使用仍然有限。基于互联网的健康服务的提供不仅取决于互联网在社会中的普及程度,还取决于潜在用户对这项技术的接受程度。

目的

本研究的主要目的是评估波兰家庭中接受使用互联网提供健康服务的预测因素(如社会人口统计学状况、信息技术的使用以及医疗保健服务的消费)。

方法

该研究基于对2011年社会诊断调查数据集的二次分析(自2001年以来每两年进行一次的关于波兰家庭和个人生活条件的经济和非经济方面的调查)。问卷结果分析集中在研究中所包含家庭的情况。使用多变量逻辑回归评估了描述家庭接受使用互联网提供全面医疗保健服务或至少获取信息和下载所需表格的两个结果变量的预测因素。

结果

在排除那些不考虑使用医疗保健服务或预测变量值缺失的家庭后,对8915户家庭的数据进行了最终分析。在居民人数≥20万的城市家庭中,接受使用互联网提供全面医疗保健服务的比例显著高于农村家庭;以受薪工作为收入来源的家庭比从事农业自营职业的家庭、领取退休金的家庭(优势比[OR]=0.46,95%置信区间0.39 - 0.54)、领取残疾抚恤金的家庭(OR = 0.48,95%置信区间0.34 - 0.68)或有多种收入来源的家庭(OR = 0.66;95%置信区间0.57 - 0.79)的接受比例也更高。此外,人均月净收入较高的家庭接受基于互联网的医疗保健服务的比例更高(最低和最高收入区间家庭的OR = 2.11,95%置信区间1.75 - 2.53),有1个以上15岁以下孩子的家庭(OR = 1.38,95%置信区间1.20 - 1.59),至少有一些书籍的家庭(没有书籍的家庭与有500本以上书籍的家庭相比,OR = 3.33,95%置信区间2.39 - 4.64)。有电脑的家庭(OR = 1.86,95%置信区间1.35 - 2.56)、能上网的家庭(OR = 1.95,95%置信区间1.37 - 2.76)以及上网时间更长的家庭(上网时间不足1年的家庭与上网1至5年和超过5年的家庭相比,OR分别为1.36,95%置信区间1.06 - 1.75和OR = 1.81,95%置信区间1.40 - 2.33)接受基于互联网的医疗保健服务的比例也更高。自我宣称对使用技术更有信心也与更高地接受基于互联网的医疗保健服务相关(最缺乏信心的家庭与最有信心的家庭相比,OR = 2.94,95%置信区间2.21 - 3.91)。此外,最近使用过医疗保健服务会增加接受使用互联网提供至少一些与健康相关服务的比例(OR = 1.49,95%置信区间1.16 - 1.91),但不会增加接受全面在线医疗保健服务的比例(OR = 1.20,95%置信区间0.92 - 1.55)。家庭成员住院情况或家庭对医疗保健需求满足程度的看法均未影响接受程度。

结论

来自大城市、有稳定工资收入以及人均收入水平较高的家庭对通过互联网提供的医疗保健服务的接受程度更高。此外,家庭中一般的电脑和互联网使用情况会影响对电子健康的认知。矛盾的是,医疗保健服务的使用或家庭对健康需求覆盖的满意度水平对接受基于互联网的医疗保健服务的影响有限。

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