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ORIGINAL RESEARCH

Analysis of Knowledge, Attitude and Practice of Hepatitis B Among Freshmen in Jiangsu Based on Lasso-Logistic Regression and Structural Equation Model

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Pages 3063-3073 | Published online: 15 Jun 2022

Figures & data

Figure 1 Flowchart of study participants.

Figure 1 Flowchart of study participants.

Table 1 Results of Lasso Variable Screening

Table 2 Logistic Regression Results of Hepatitis B Knowledge

Figure 2 Dynamic process of Lasso screening knowledge variable.

Figure 2 Dynamic process of Lasso screening knowledge variable.

Figure 3 The plug process of the optimal parameter λ.

Figure 3 The plug process of the optimal parameter λ.

Table 3 Single-Factor Analysis of Positive Behaviors of Hepatitis B Among University and College Freshmen with Different Demographic Characteristics

Table 4 Logistic Regression Results of Hepatitis B-Related Attitudes and Behaviors

Table 5 Latent Variable and Observation Variable Assignment

Table 6 Model Results of Each Path

Figure 4 Schematic diagram of structural equation model.

Abbreviations: Q1, Can vaccination be effective in hepatitis B prevention?; Q2, Does hepatitis B infection develop liver cirrhosis or liver cancer easily?; Q3, Can companies reject or dismiss antigen-positive employees?; Q4, Can hepatitis B virus carriers get married?; Q5, What are the routes of transmission of hepatitis B?; Q6, If you do not have hepatitis B antibodies, will you get the vaccine?; Q7, If you suspect that you have been infected, would you take the initiative to do hepatitis B relevant examinations?; Q8, Do you mind associating with hepatitis B virus carriers?; Q9, Would you like to live with carriers of hepatitis B in the same dormitory?; Q10, Have you been taken hepatitis B vaccine?; Q11, Have you done hepatitis B serology (two half-and-half) test?
Figure 4 Schematic diagram of structural equation model.