Literature DB >> 18390297

The multistate life table method: an application to contraceptive switching behavior.

Tzy-Mey Kuo1, C M Suchindran, Helen P Koo.   

Abstract

In many demographic behaviors (e.g., those relating to marriage, contraception, migration, and health), people change among multiple statuses through time, sometimes leaving and then returning to the same status. Data on such behaviors are often collected in surveys as censored event histories. The multistate life table (MSLT) can be used to properly describe, in a single analysis, these complex transitions among multiple states measured in such data, but MSLT is rarely applied in the demographic literature because practical guidance is lacking on how to compute MSLTs with such data. We provide methods for computing MSLT quantities using censored event-history data: namely, transition intensities and probabilities, "state occupancy" probabilities and standard errors, average time spent in specified states, and average number of visits to specified states. Applying these methods to contraceptive use, we find high levels of switching back and forth, particularly between barrier methods and non-use, resulting in high rates of unintended pregnancy.

Entities:  

Mesh:

Substances:

Year:  2008        PMID: 18390297      PMCID: PMC2831374          DOI: 10.1353/dem.2008.0013

Source DB:  PubMed          Journal:  Demography        ISSN: 0070-3370


  16 in total

1.  Multi-state models in epidemiology.

Authors:  D Commenges
Journal:  Lifetime Data Anal       Date:  1999-12       Impact factor: 1.588

Review 2.  Multi-state models for event history analysis.

Authors:  Per Kragh Andersen; Niels Keiding
Journal:  Stat Methods Med Res       Date:  2002-04       Impact factor: 3.021

3.  Constructing increment-decrement life tables.

Authors:  R Schoen
Journal:  Demography       Date:  1975-05

4.  Multistate survival models for transitions and reverse transitions: an application to contraceptive use data.

Authors:  M A Islam
Journal:  J R Stat Soc Ser A Stat Soc       Date:  1994       Impact factor: 2.483

5.  Event-history analysis for left-truncated data.

Authors:  G Guo
Journal:  Sociol Methodol       Date:  1993

6.  Tutorial in biostatistics: competing risks and multi-state models.

Authors:  H Putter; M Fiocco; R B Geskus
Journal:  Stat Med       Date:  2007-05-20       Impact factor: 2.373

7.  Contraceptive switching among currently married women in the United States.

Authors:  W R Grady; M D Hayward; J O Billy; F A Florey
Journal:  J Biosoc Sci Suppl       Date:  1989

8.  Estimating increment-decrement life tables with multiple covariates from panel data: the case of active life expectancy.

Authors:  K C Land; J M Guralnik; D G Blazer
Journal:  Demography       Date:  1994-05

9.  Characteristics of women who stop using contraceptives.

Authors:  C R Hammerslough
Journal:  Fam Plann Perspect       Date:  1984 Jan-Feb

10.  Contraceptive method switching in the United States.

Authors:  William R Grady; John O G Billy; Daniel H Klepinger
Journal:  Perspect Sex Reprod Health       Date:  2002 May-Jun
View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.