Healthcare Provider Technology Acceptance Survey in Palestinian Hospitals

Ahmad Dweikat's dataset contains path coefficients and hypothesis testing results from a TAM-TOE model survey of 220 healthcare professionals. The survey, conducted from December 2023 to June 2024, measured eight Technology-Organization-Environment constructs, TAM beliefs, and behavioral intention regarding Electronic Health Information Systems.

Use Cases

• Analyze the relationship between TOE constructs like system_quality and competitive_pressure on TAM beliefs perceived_usefulness and perceived_ease_of_use using provided path coefficients (β).
• Validate the psychometric properties of the survey instrument using reported metrics like Cronbach’s α (0.72-0.91) and Average Variance Extracted (AVE 0.64-0.91).
• Test the model's explanatory power for behavioral_intention, which had 74% of variance explained, against demographic variables.
• Investigate the non-significant effect of the complexity construct on technology acceptance beliefs.

Strengths

• Model explains a high percentage of variance in key outcomes: 68% for perceived_usefulness, 57% for ease_of_use, and 74% for behavioral_intention.
• Survey instrument demonstrated strong reliability with Cronbach’s alpha values ranging from 0.72 to 0.91.
• Analysis includes results from 220 healthcare professional respondents over a 7-month period (Dec 2023-Jun 2024).

Limitations

• Small sample size of 220 respondents limits generalizability of findings.
• Geographic bias: data is exclusively from Palestinian hospitals, which may not represent other resource-limited contexts.
• Dataset is very small (5.5 KB), likely containing only summary statistics and model results, not the raw survey response data.

Provenance

Source

Ahmad Dweikat via figshare.

Collection Method

Cross-sectional survey of healthcare professionals, analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM).

Time Range

Survey conducted from December 2023 to June 2024.

Freshness

Data collection concluded in June 2024, and the dataset was last updated in April 2026.

Geography

Palestinian hospitals.