巴基斯坦利用社交媒体平台提高健康意识和加强健康教育:结构方程模型分析和问卷研究

IF 2.6 Q2 HEALTH CARE SCIENCES & SERVICES
JMIR Human Factors Pub Date : 2025-04-07 DOI:10.2196/65745
Malik Mamoon Munir, Nabil Ahmed
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引用次数: 0

摘要

背景:巴基斯坦目前的卫生保健教育方法使用传统媒体(如电视和广播)、社区卫生工作者和印刷材料,这些方法往往无法在大多数人口中普及和参与。巴基斯坦的卫生保健部门尚未有效地利用社交媒体来提高认识和提供疾病教育。研究社交媒体对巴基斯坦卫生保健教育的影响,可能会扩大目前的努力,吸引更广泛的受众,并减轻卫生保健机构的疾病负担。目的:本研究旨在评估卫生保健专业人员和护理人员对社交媒体使用的看法,以提高人们对疾病的认识和教育,作为减轻巴基斯坦疾病负担的潜在手段。方法:采用两阶段结构方程模型(SEM)进行研究。数据分析采用AMOS 26.0软件,采用前人文献的量表。每个社交媒体有用性和健康意识构念采用4项量表,卫生保健教育构念采用8项量表,基于其较高的负荷与心理测量学文献一致。每个项目采用7分李克特量表进行测量。数据收集采用便利抽样,向巴基斯坦拉合尔两家私立医院的450多名卫生保健专业人员和护理人员分发了问卷。共收到389份有用的答复。然而,340份完成的问卷被纳入数据分析。结果:研究发现所有的平方多重相关(SMC)值均大于0.30。此外,采用(1)标准化因子负荷(大于0.5),(2)平均方差解释(大于0.5)和(3)复合信度(大于0.7)来测量收敛效度。计量模型的验证性因子分析(CFA)表明结构的适应度(卡方最小值[CMIN]=357.62;CMIN/自由度[DF]=1.80;拟合优度[GFI]=0.90;调整拟合优度指数[AGFI]=0.89;bunler - bonett规范拟合指数[NFI]=0:915;比较拟合指数[CFI]=0:93;均方根残差[RMR]=0:075;近似均方根误差[RMSEA]=0:055)。此外,结构模型适应度也得到了验证(CMIN=488.6;CMIN / DF = 1.85;GFI = 0.861;AGFI = 0.893;NFI = 0.987;CFI = 0.945;RMR = 0:079;RMSEA = 0.053)。因此,研究结果表明,社交媒体有用性对健康意识有显著的正向影响(假设1:β=)。669 .结论:本研究得出结论,私立医院的卫生保健专业人员和护理人员支持使用社交媒体来提高认识和提供卫生保健教育。它被认为是减少巴基斯坦疾病负担的有效工具。研究结果还显示,年轻的医疗保健专业人员更倾向于使用社交媒体,并表示需要立法来支持它,并建立一个监测过程,以避免错误信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Using Social Media Platforms to Raise Health Awareness and Increase Health Education in Pakistan: Structural Equation Modeling Analysis and Questionnaire Study.

Background: Current health care education methods in Pakistan use traditional media (eg, television and radio), community health workers, and printed materials, which often fall short of reach and engagement among most of the population. The health care sector in Pakistan has not yet used social media effectively to raise awareness and provide education about diseases. Research on the impact social media can have on health care education in Pakistan may expand current efforts, engage a wider audience, and reduce the disease burden on health care facilities.

Objective: This study aims to evaluate the perceptions of health care professionals and paramedic staff regarding social media use to raise awareness and educate people about diseases as a potential means of reducing the disease burden in Pakistan.

Methods: The study used two-stage structural equation modeling (SEM). Data analysis used AMOS 26.0 software, adopting scales from previous literature. Four-item scales for each social media usefulness and health awareness construct and 8-item scales for health care education constructs were adopted on the basis of their higher loading in alignment with psychometric literature. A 7-point Likert scale was used to measure each item. Data collection used convenience sampling, with questionnaires distributed to more than 450 health care professionals and paramedic staff from 2 private hospitals in Lahore, Pakistan. There were 389 useful responses received. However, 340 completed questionnaires were included in the data analysis.

Results: The study found that all the squared multiple correlation (SMC) values were greater than 0.30. Furthermore, convergent validity was measured using (1) standardized factor loading (found greater than 0.5), (2) average variance explained (found greater than 0.5), and (3) composite reliability (found greater than 0.7). The confirmatory factor analysis (CFA) of the measurement model indicated the fitness of the constructs (Chi-square minimum [CMIN]=357.62; CMIN/degrees of freedom [DF]=1.80; Goodness of Fit [GFI]=0.90; Adjusted Goodness of Fit Index [AGFI]=0.89; Buntler-Bonett Normed Fit Index [NFI]=0:915; Comparative Fit Index [CFI]=0:93; Root Mean Square Residual [RMR]=0:075; Root Mean Square Error of Approximation [RMSEA]=0:055). Moreover, the structural model fitness was also confirmed (CMIN=488.6; CMIN/DF=1.85; GFI=0.861; AGFI=0.893; NFI=0.987; CFI=0.945; RMR=0:079; RMSEA=0.053). Hence, the results indicated that social media usefulness has a positive and significant effect on health awareness (hypothesis 1: β=.669, P<.001), and health awareness has a positive and significant effect on health care education in Pakistan (hypothesis 2: β=.557, P<.001).

Conclusions: This study concludes that health care professionals and paramedic staff in private hospitals support the use of social media to raise awareness and provide health care education. It is considered an effective tool for reducing the disease burden in Pakistan. The study results also revealed that young health care professionals are more inclined toward social media usage and express the need for legislation to support it and establish a monitoring process to avoid misinformation.

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来源期刊
JMIR Human Factors
JMIR Human Factors Medicine-Health Informatics
CiteScore
3.40
自引率
3.70%
发文量
123
审稿时长
12 weeks
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