Accuracy of a probabilistic record-linkage methodology used to track blood donors in the Mortality Information System database

被引:16
作者
Capuani, Ligia [1 ]
Bierrenbach, Ana Luiza [2 ]
Abreu, Fatima [1 ]
Takecian, Pedro Losco [3 ]
Ferreira, Joao Eduardo [3 ]
Sabino, Ester Cerdeira [1 ]
机构
[1] Univ Sao Paulo, Fac Med, BR-01246903 Sao Paulo, Brazil
[2] Hosp Sirio Libanes, Inst Ensino & Pesquisa, Sao Paulo, Brazil
[3] Univ Sao Paulo, Inst Matemat & Estat, BR-01246903 Sao Paulo, Brazil
来源
CADERNOS DE SAUDE PUBLICA | 2014年 / 30卷 / 08期
关键词
Medical Record Linkage; Blood Donors; Mortality Rate; PUBLIC-HEALTH; BRAZIL; NOTIFICATION; TUBERCULOSIS; SURVIVAL;
D O I
10.1590/0102-311X00024914
中图分类号
R1 [预防医学、卫生学];
学科分类号
1004 ; 120402 ;
摘要
The probabilistic record linkage (PRL) is based on a likelihood score that measures the degree of similarity of several matching variables. Screening test results for different diseases are available for the blood donor population. In this paper, we describe the accuracy of a PRL process used to track blood donors from the Fundacao Pro-Sangue (FPS) in the Mortality Information System (SIM), in order that future studies might determine the blood donor's cause of death. The databases used for linkage were SIM and the database made up of individuals that were living (200 blood donors in 2007) and dead (196 from the Hospital das Clinicas de Sao Paulo that died in 2001-2005). The method consists of cleaning and linking the databases using three blocking steps comparing the variables "Name/Mother's Name/Date of Birth" to determine a cut-off score. For a cut-off score of 7.06, the sensitivity and specificity of the method is 94.4% (95% CI: 90.0-97.0) and 100% (95% CI: 98.0-100.0), respectively. This method can be used in studies that aim to track blood donors from the FPS database in SIM.
引用
收藏
页码:1623 / 1632
页数:10
相关论文
共 22 条
[1]  
[Anonymous], 2007, Quality Measures in Data Mining, DOI DOI 10.1007/978-3-540-44918-8_6
[2]   Survival of patients with operable breast cancer (Stages I-III) at a Brazilian public hospital - a closer look into cause-specific mortality [J].
Balabram, Debora ;
Turra, Cassio M. ;
Gobbi, Helenice .
BMC CANCER, 2013, 13
[3]  
Bierrenbach AL, 2010, INT J TUBERC LUNG D, V14, P593
[4]   Health outcomes research using large donor-recipient databases: a new frontier for assessing transfusion safety and contributing to public health [J].
Busch, M. ;
Custer, B. .
VOX SANGUINIS, 2006, 91 (04) :282-284
[5]  
Camargo K R Jr, 2000, Cad Saude Publica, V16, P439
[6]  
de Oliveira Gisele Pinto, 2012, Rev Bras Epidemiol, V15, P468, DOI 10.1590/S1415-790X2012000300003
[7]   HIV/AIDS coinfection with the hepatitis B and C viruses in Brazil [J].
de Oliveira, Silvano Barbosa ;
Merchan-Hamann, Edgar ;
Alves Ferreira Amorim, Leila Denise .
CADERNOS DE SAUDE PUBLICA, 2014, 30 (02) :433-438
[8]   Maternal mortality in Italy: a record-linkage study [J].
Donati, S. ;
Senatore, S. ;
Ronconi, A. .
BJOG-AN INTERNATIONAL JOURNAL OF OBSTETRICS AND GYNAECOLOGY, 2011, 118 (07) :872-879
[9]   Contribution of Record Linkage to Vital Status Determination in Cancer Patients [J].
Fournel, Isabelle ;
Schwarzinger, Michal ;
Binquet, Christine ;
Benzenine, Eric ;
Hill, Catherine ;
Quantin, Catherine .
MEDICAL INFORMATICS IN A UNITED AND HEALTHY EUROPE, 2009, 150 :91-95
[10]   Evaluation of cause-of-death statistics for Brazil, 2002-2004 [J].
Franca, Elisabeth ;
de Abreu, Daisy Xavier ;
Rao, Chalapati ;
Lopez, Alan D. .
INTERNATIONAL JOURNAL OF EPIDEMIOLOGY, 2008, 37 (04) :891-901