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Decrease in blood donation rates in Japan: a time series analysis
Yutaka Owari1, Nobuyuki Miyatake2, Hiromi Suzuki2
1Shikoku Medical College, Utazu, Kagawa, Japan.
Insights
The introduction of the 400 ml blood donation (BD) program in Japan in 1986 coincided with a significant decrease in BD rates. This study suggests the program change may be a contributing factor to the observed decline in blood donations.
Area of Science:
- Public Health
- Hematology
- Health Policy
Background:
- Blood donation (BD) rates are critical for maintaining adequate blood supply.
- Understanding factors influencing BD rates is essential for effective blood resource management.
- The introduction of a 400 ml BD program in Japan in 1986 marked a policy change.
Purpose of the Study:
- To investigate the impact of the 400 ml blood donation program on overall BD rates.
- To determine if the 1986 program change was a significant factor in the decline of BD rates.
Main Methods:
- Utilized interrupted time series analysis on annual blood donation rates from 1965 to 2012.
- Compared blood donation rates in the pre-intervention (before 1986) and post-intervention periods.
- Employed autoregressive integrated moving average (ARIMA) models to analyze trends and changes in slope.
Main Results:
- A significant negative change in slope was observed following the introduction of the 400 ml BD program.
- The analysis indicated a decrease in the rate of blood donation after the program's implementation.
- Statistical models (ARIMA) confirmed the intervention's impact, with adjusted R-squared values of 0.963 and 0.930.
Conclusions:
- The 400 ml blood donation program implemented in 1986 is a potential cause for the observed decrease in blood donation rates in Japan.
- Further research may be warranted to explore other contributing factors to the decline in blood donations.
Objective:
To clarify that one of the causes for the decrease in blood donation (BD) rates was the introduction of the 400 ml BD program in 1986.
Method:
BP rates were monitored over 48 years (1965-2012) and were divided into pre- and post-intervention periods prior to analysis. An interrupted time series analysis was performed using annual data on BD rates, and the impact of the 400 ml BD program was investigated.
Results:
In a raw series, autoregressive integrated moving average analysis revealed a significant change in slope between the pre- and post-intervention periods in which the intervention factor was the 400 ml BD program. The parameters were as follows: intercept (initial value) = 0.315, confidence interval (CI) = (0.029, 0.601); slope (pre-intervention) = 0.316, CI = (0.293, 0.340); slope difference = -0.435, CI = (-0.462, -0.408); slope (post-intervention) = -0.119, CI = (-0.135, -0.103); all, p = 0.000; goodness-of-fit, R2 = 0.963. After adjusting for stationarity and autocorrelation, the parameters were as follows: intercept (initial value) = -0.699, CI = (-0.838, -0.560); slope (pre-intervention) = 0.136, CI = (0.085, 0.187); slope difference = -0.165, CI = (-0.247, -0.083); slope (post-intervention) = -0.029, CI = (-0.070, 0.012); all, p = 0.000 (except for slope (post-intervention), p = 0.170); goodness-of-fit, R2 = 0.930.
Conclusion:
One of the causes for decrease in BD rates may be due to the introduction of the 400 ml BD program in Japan.
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