Decrease in blood donation rates in Japan: a time series analysis
ABSTRACT: 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 int...
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doaj-65cadb48f8d54eac9ca0067af6c0e6622020-11-25T03:17:06ZengAssociação Brasileira de Pós-Graduação em Saúde ColetivaRevista Brasileira de Epidemiologia1415-790X1980-54972310.1590/1980-549720200047S1415-790X2020000100437Decrease in blood donation rates in Japan: a time series analysisYutaka OwariNobuyuki MiyatakeHiromi SuzukiABSTRACT: 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.http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1415-790X2020000100437&lng=en&tlng=enblood donorstime series studiesjapan |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Yutaka Owari Nobuyuki Miyatake Hiromi Suzuki |
spellingShingle |
Yutaka Owari Nobuyuki Miyatake Hiromi Suzuki Decrease in blood donation rates in Japan: a time series analysis Revista Brasileira de Epidemiologia blood donors time series studies japan |
author_facet |
Yutaka Owari Nobuyuki Miyatake Hiromi Suzuki |
author_sort |
Yutaka Owari |
title |
Decrease in blood donation rates in Japan: a time series analysis |
title_short |
Decrease in blood donation rates in Japan: a time series analysis |
title_full |
Decrease in blood donation rates in Japan: a time series analysis |
title_fullStr |
Decrease in blood donation rates in Japan: a time series analysis |
title_full_unstemmed |
Decrease in blood donation rates in Japan: a time series analysis |
title_sort |
decrease in blood donation rates in japan: a time series analysis |
publisher |
Associação Brasileira de Pós-Graduação em Saúde Coletiva |
series |
Revista Brasileira de Epidemiologia |
issn |
1415-790X 1980-5497 |
description |
ABSTRACT: 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. |
topic |
blood donors time series studies japan |
url |
http://www.scielo.br/scielo.php?script=sci_arttext&pid=S1415-790X2020000100437&lng=en&tlng=en |
work_keys_str_mv |
AT yutakaowari decreaseinblooddonationratesinjapanatimeseriesanalysis AT nobuyukimiyatake decreaseinblooddonationratesinjapanatimeseriesanalysis AT hiromisuzuki decreaseinblooddonationratesinjapanatimeseriesanalysis |
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