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. 2022 Sep 9;13(6):567–577. doi: 10.1007/s12687-022-00606-y

Table 5.

Principal component analysis of knowledge and attitudes of medical students

Knowledge-related factors Loadings
Component 1: awareness of the use of genetic testing
(Variance 27.32%, eigen 3.27)
  • Predictive genetic testing is being offered to individual in South Africa 0.804
  • Performing genetic tests should be associated with genetic counselling 0.650
  • Predictive genetic tests are valid and reliable as long as a specific genetic characteristic is identified accurately in the laboratory 0.575
  • Predictive genetic tests increase prevention opportunities for chronic diseases 0.566
Component 2 understanding of need for legislative framework
(Variance 13.10%, eigen 1.57)
  • There are ethical guidelines in South Africa which govern the use of predictive genetic testing among patients 0.824
  • The clinical use of a predictive genetic test is to ultimately improve the health status of the patient 0.760
  • There are laws in place in South Africa which protects the patient’s personal genetic information 0.549
Component 3: benefits of genetic testing
(Variance 11.61%, eigen 1.39)
  • Exposure to various factors such as socioeconomic status, lifestyle and environment can influence a patients’ risk of disease due to their genetic disposition 0.824
  • Predictive genetic testing can contribute positively towards health promotion and disease prevention which can assist in the launch of NHI 0.693
Component 4: correct use of genetic testing
(Variance 8.84%, eigen 1.06)
  • Genetic counsellors are needed for patients to consult with once they have their genetic test results 0.853
  • Genetic testing can be used to identify a patients’ susceptibility towards a genetic disorder and a non-communicable disease 0.483
Attitude-related factors Loadings
Component 1: uptake and use of genetic testing
(Variance 39.14%, eigen 1.95)
  • The curriculum should be extended to capacitate the medical students regarding predictive genetic testing 0.728
  • Predictive genetic tests should only be introduced to clinical and public health practice only if it is proven to be cost effective in South Africa 0.719
  • I will use predictive genetic testing in diagnosis and treatment of patients when I qualify as a medical practitioner 0.661
Component 2: need for training on genetic testing
(Variance 24.25%, eigen 1.21)
  • Guidelines from the department of health is needed for the appropriate use of the predictive genetic testing 0.838
  • Medical and health students require practical training on predictive genetic testing/genomic medicine 0.738