Department of CS, American International University-Bangladesh (AIUB), Dhaka 1229, Bangladesh.
RIoT Research Center, Independent University, Bangladesh, Dhaka 1229, Bangladesh.
Int J Environ Res Public Health. 2022 Oct 21;19(20):13695. doi: 10.3390/ijerph192013695.
Bangladesh is undertaking a major transformation towards digitalization in every sector, and healthcare is no exception. Digitalization of the health sector is expected to improve healthcare services while reducing human effort and ensuring the satisfaction of patients and health professionals. However, for practical and successful digitalization, it is necessary to understand the perceptions of health professionals. Therefore, we conducted a cross-sectional survey in Bangladesh to investigate health professionals' perceptions in relation to various socio-demographic variables such as age, gender, location, profession and institution. We also evaluated their competencies, as digital health-related competencies are required for digitalization. Additionally, we identified major digitalization challenges. Quantitative survey data were analyzed with Python Pandas, and qualitative data were classified using Valence-Aware Dictionary and Sentiment Reasoner (VADER). This study found significant relationships between age χ2(12,N=701)=82.02,p<0.001; location χ2(4,N=701)=18.78,p<0.001; and profession χ2(16,N=701)=71.02,p<0.001; with technical competency. These variables also have similar influences on psychological competency. According to VADER, 88.1% (583/701) of respondents have a positive outlook toward digitalization. The internal consistency of the survey was confirmed by Cronbach's alpha score (0.746). This study assisted in developing a better understanding of how professionals perceive digitalization, categorizes professionals based on competency, and prioritizes the major digitalization challenges.
孟加拉国正在各个领域进行重大的数字化转型,医疗保健领域也不例外。医疗保健领域的数字化有望改善医疗服务,同时减少人力投入,并确保患者和医疗保健专业人员的满意度。然而,要实现切实和成功的数字化,就必须了解医疗保健专业人员的看法。因此,我们在孟加拉国进行了一项横断面调查,以调查医疗保健专业人员对各种社会人口变量(如年龄、性别、地点、职业和机构)的看法。我们还评估了他们的能力,因为数字化健康相关能力是数字化所必需的。此外,我们确定了主要的数字化挑战。使用 Python Pandas 分析定量调查数据,使用 Valence-Aware Dictionary and Sentiment Reasoner (VADER) 对定性数据进行分类。这项研究发现年龄 χ2(12,N=701)=82.02,p<0.001; 地点 χ2(4,N=701)=18.78,p<0.001; 和职业 χ2(16,N=701)=71.02,p<0.001; 与技术能力之间存在显著关系。这些变量对心理能力也有类似的影响。根据 VADER,88.1%(583/701)的受访者对数字化持积极态度。通过 Cronbach 的 alpha 分数(0.746)确认了调查的内部一致性。这项研究有助于更好地了解专业人员如何看待数字化,根据能力对专业人员进行分类,并确定主要的数字化挑战。