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ORIGINAL RESEARCH

Study on the Relationship Between the Number of Adverse Drug Reactions of Essential Drugs and Visits: Based on Vector Autoregressive Model

ORCID Icon, , , &
Pages 2771-2778 | Received 06 Jun 2023, Accepted 05 Dec 2023, Published online: 14 Dec 2023

Figures & data

Figure 1

Time-series analysis descriptive statistics of ADRs associated with basic drugs. Blue bar is ADR_CB, the ADRs caused by chemical drugs and biological preparations; red bar is ADR_TCM, the ADRs caused by Chinese traditional patent medicine; green bar is ADR_TOTAL, the all ADRs associated with basic drugs from 2011 to 2020.

Figure 1 Display full size Time-series analysis descriptive statistics of ADRs associated with basic drugs. Blue bar is ADR_CB, the ADRs caused by chemical drugs and biological preparations; red bar is ADR_TCM, the ADRs caused by Chinese traditional patent medicine; green bar is ADR_TOTAL, the all ADRs associated with basic drugs from 2011 to 2020.

Figure 2 Stationarity test of VAR system. All the unit roots (blue dot) were inside the unit circle, which means that the VAR sequence was stationary.

Figure 2 Stationarity test of VAR system. All the unit roots (blue dot) were inside the unit circle, which means that the VAR sequence was stationary.

Figure 3 Response of EMADR_TOTAL to TV perturbation. Blue line is trace of impulse response values, between the red dotted lines are the response standard errors.

Figure 3 Response of EMADR_TOTAL to TV perturbation. Blue line is trace of impulse response values, between the red dotted lines are the response standard errors.

Figure 4 Response of EMADR_TOTAL to self-disturbance. Blue line is trace of impulse response values, between the red dotted lines are the response standard errors.

Figure 4 Response of EMADR_TOTAL to self-disturbance. Blue line is trace of impulse response values, between the red dotted lines are the response standard errors.

Figure 5

Variance decomposition of EMADR_TOTAL. Blue line is EMADR_TOTAL, the all ADRs induced by the basic drugs; red line is TV, the number of visitors from 2011 to 2020.

Figure 5 Display full size Variance decomposition of EMADR_TOTAL. Blue line is EMADR_TOTAL, the all ADRs induced by the basic drugs; red line is TV, the number of visitors from 2011 to 2020.

Data Sharing Statement

The datasets used and/or analysed in the current study were collected from the National Health and Family Planning Development Statistical Bulletin and the National Annual Report on Adverse Drug Reaction Monitoring. These data are also available from the corresponding author upon reasonable request.