When to conduct probabilistic linkage vs. deterministic linkage? A simulation study

Zhu, Ying; Matsuyama, Yutaka; Ohashi, Yasuo; Setoguchi, Soko

doi:10.1016/j.jbi.2015.05.012

Cited by 81 publications

(77 citation statements)

References 24 publications

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“…Teoricamente, o linkage probabilístico fornece uma captura mais verdadeira em relação ao determinístico. (28) No entanto, o linkage probabilístico envolve um algoritmo mais complicado e demorado que o determinístico. (29) Pesquisas comparando métodos probabilísticos e determinísticos descobriram que o probabilístico era mais preciso com dados de pior qualidade, enquanto o determinístico foi igualmente válido e mais veloz em dados de alta qualidade.…”

Section: Discussionunclassified

“…(29) Pesquisas comparando métodos probabilísticos e determinísticos descobriram que o probabilístico era mais preciso com dados de pior qualidade, enquanto o determinístico foi igualmente válido e mais veloz em dados de alta qualidade. (28) No Brasil, em um estudo que comparou a porcentagem de registros associados entre SIM e Sinasc, foi encontrada predominância do método determinístico em 22 capitais do país. (24) Na análise de incompletude, todas as variáveis SIM e Sinasc foram classificadas como excelentes (menos de 5% de incompletude).…”

Section: Discussionunclassified

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Concordância e completude dos dados sobre nascidos vivos e óbitos infantis

Romaguera¹,

Guimarães²,

Oliveira³

et al. 2020

Acta Paulista De Enfermagem

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Section: Discussionunclassified

Concordância e completude dos dados sobre nascidos vivos e óbitos infantis

Romaguera¹,

Guimarães²,

Oliveira³

et al. 2020

Acta Paulista De Enfermagem

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“…resulted in 2,787 births for inclusion. Delivery and prenatal electronic medical records for these births were then linked using an optimized deterministic linking algorithm with three criteria (medical record number, maternal date of birth, and delivery date) (Blanchette, Dekoven, De, & Roberts, 2013;Joffe et al, 2014;Zhu, Matsuyama, Ohashi, & Setoguchi, 2015). Among the 2,787 linked birth records, those with missing information about previous cesarean history and ethnicity/race were individually reviewed to obtain this information.…”

Section: Methodsmentioning

confidence: 99%

Birth Mode after Primary Cesarean among Hispanic and non-Hispanic Women at One U.S. Institution

Mirabal-Beltran

Strobino

2020

Women's Health Issues

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Background: Despite a lower percentage of primary cesareans than non-Hispanic White and Black women, Hispanic women in the United States had the highest rate of repeat cesarean deliveries (RCD) in 2016; it is unclear if reasons for differences are due to known risk factors. Our study examined the association between ethnicity/race and RCD among women with one previous cesarean and whether demographic (age, marital status, education, language, and delivery year), anthropomorphic (height, prepregnancy body mass index), obstetrical/medical (parity, gestational age, infant birth weight, gestational diabetes, labor induction or augmentation, vaginal birth after cesarean delivery history), or health system (delivery day/time, payer source, provider gender) factors accounted for any observed differences by ethnicity/race. Methods: Our retrospective cohort study used logistic regression to evaluate the relationship between ethnicity/race and RCD based on data from electronic delivery and prenatal records from 2010 to 2016, including 1800 births to Hispanic and non-Hispanic women with one previous cesarean at a District of Columbia hospital. Results: Statistically significant differences by ethnicity/race were noted after adjustment for obstetric/medical factors, particularly parity and use of induction or augmentation methods. Hispanic (adjusted odds ratio, 2.48; 95% confidence interval, 1.03-6.01) and Black women (adjusted odds ratio, 2.83; 95% confidence interval, 1.67-4.81) had higher odds of RCD than White women. Conclusions: Adjustment for parity and use of induction or augmentation methods revealed higher odds of RCD for Hispanic and Black women than White women. Demographic and anthropometric factors did not alter these results. Our work is a first step in creating effective public health policy and programs that target potentially preventable RCD by highlighting the need to evaluate risk factors beyond those included in the literature to date.

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“…NJR records for primary and revision procedures (From February 2008 to February 2013) (1627 records) were linked to 5 years of HES records (which equates to 90 million records) (figure 1). This is in contrast to probabilistic linkage which estimates the likelihood that two records are for the same individual, even if they disagree on some fields 18. Linkage was conducted by the Health & Social Care Information Centre.…”

Section: Methodsmentioning

confidence: 99%

“…This is in contrast to probabilistic linkage which estimates the likelihood that two records are for the same individual, even if they disagree on some fields. 18 Linkage was conducted by the Health & Social Care Information Centre. This was in line with best linkage practice with application of the 'separation principle' to allow the most ethical workflow.…”

Section: Strengths and Limitations Of This Studymentioning

confidence: 99%

Pulmonary embolism and mortality following total ankle replacement: a data linkage study using the NJR data set

et al. 2016

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ObjectiveTo determine the mortality rate following total ankle replacement (TAR) and incidence of 90 day pulmonary embolism (PE) along with the associated risk factors.DesignData-linkage study of the UK National Joint Registry (NJR) data and Hospital Episodes Statistics (HES) database. Linkage was performed in a deterministic fashion. HES episodes 90 days after the index procedure were analysed for PE. Mortality data were obtained pertaining to all the index procedures from the NJR for analysis.ParticipantsAll primary and revision ankle replacement patients captured on the NJR between February 2008 and February 2013.ResultsThe 90-day mortality following TAR was 0.13% (95% CI 0.03 to 0.52) and 1-year mortality was 0.72% (95% CI 0.40 to 1.30); no deaths were as a result of PE. The incidence of PE within 90 days following primary TAR was 0.51% (95% CI 0.23 to 1.13). There was only one PE following revision surgery. Patients with an Royal College of Surgeons Charlson score greater than zero were at 13 times greater risk of PE (p=0.003).ConclusionsThere is low incidence of PE following TAR, but multiple comorbidities are a leading risk factor for its occurrence.

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When to conduct probabilistic linkage vs. deterministic linkage? A simulation study

Cited by 81 publications

References 24 publications

Concordância e completude dos dados sobre nascidos vivos e óbitos infantis

Concordância e completude dos dados sobre nascidos vivos e óbitos infantis

Birth Mode after Primary Cesarean among Hispanic and non-Hispanic Women at One U.S. Institution

Pulmonary embolism and mortality following total ankle replacement: a data linkage study using the NJR data set

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