@report{fishbein2026user,
  author = {Fishbein, Bethany and Taneva, Milena and Kowolik, Kamil},
  title = {TIMSS 2023 Longitudinal User Guide for the International Database},
  year = {2026},
  institution = {TIMSS \& PIRLS International Study Center, Boston College},
  url = {https://timss2023.org/wp-content/uploads/data/T23L_UG-International-Database.pdf}
}

@report{fishbein2025technical,
  editor = {Fishbein, Bethany and Gonzalez, Eugenio and von Davier, Matthias},
  title = {TIMSS 2023 Longitudinal Technical Report: Addendum to the TIMSS 2023 Technical Report},
  year = {2025},
  institution = {TIMSS \& PIRLS International Study Center, Boston College},
  doi = {10.6017/lse.tpisc.timss.de4812},
  url = {https://timss2023.org/wp-content/uploads/methods/T23L_TechnicalReport.pdf}
}

@incollection{fishbein2024se,
  author = {Fishbein, Bethany and Siegel, Peter and Atasever, Umut and Cooney, Darryl},
  title = {Standard Error Estimation in TIMSS},
  booktitle = {TIMSS 2023 Technical Report},
  year = {2024},
  publisher = {TIMSS \& PIRLS International Study Center, Boston College},
  chapter = {13},
  doi = {10.6017/lse.tpisc.timss.rs6950},
  url = {https://timss2023.org/methods/chapter-13}
}

@report{vondavier2024results,
  author = {von Davier, Matthias and Kennedy, Ann M. and Reynolds, Katherine A. and Fishbein, Bethany and Khorramdel, Lale and Aldrich, Charlotte and Bookbinder, Allison and Bezirhan, Ummugul and Yin, Liqun},
  title = {TIMSS 2023 International Results in Mathematics and Science},
  year = {2024},
  institution = {TIMSS \& PIRLS International Study Center, Boston College},
  doi = {10.6017/lse.tpisc.timss.rs6460},
  url = {https://timss2023.org/results/}
}

@report{vondavier2025longitudinal,
  author = {von Davier, Matthias and Kennedy, Ann M. and Reynolds, Katherine A. and Gonzalez, Eugenio and Khorramdel, Lale},
  title = {TIMSS 2023 Longitudinal International Results in Mathematics and Science},
  year = {2025},
  institution = {TIMSS \& PIRLS International Study Center, Boston College},
  doi = {10.6017/lse.tpisc.timss.dn2487},
  url = {https://timss2023.org/longitudinal/results/}
}

@article{mislevy1992,
  author = {Mislevy, Robert J. and Beaton, Albert E. and Kaplan, Bruce and Sheehan, Kathleen M.},
  title = {Estimating Population Characteristics from Sparse Matrix Samples of Item Responses},
  journal = {Journal of Educational Measurement},
  year = {1992},
  volume = {29},
  number = {2},
  pages = {133--161},
  doi = {10.1111/j.1745-3984.1992.tb00371.x}
}

@article{wu2005,
  author = {Wu, Margaret},
  title = {The Role of Plausible Values in Large-Scale Surveys},
  journal = {Studies in Educational Evaluation},
  year = {2005},
  volume = {31},
  number = {2--3},
  pages = {114--128},
  doi = {10.1016/j.stueduc.2005.05.005}
}

@article{rutkowski2010,
  author = {Rutkowski, Leslie and Gonzalez, Eugenio and Joncas, Marc and von Davier, Matthias},
  title = {International Large-Scale Assessment Data: Issues in Secondary Analysis and Reporting},
  journal = {Educational Researcher},
  year = {2010},
  volume = {39},
  number = {2},
  pages = {142--151},
  doi = {10.3102/0013189X10363170}
}

@book{rubin1987,
  author = {Rubin, Donald B.},
  title = {Multiple Imputation for Nonresponse in Surveys},
  year = {1987},
  publisher = {John Wiley \& Sons},
  doi = {10.1002/9780470316696}
}

@book{littleRubin2019,
  author = {Little, Roderick J. A. and Rubin, Donald B.},
  title = {Statistical Analysis with Missing Data},
  edition = {3},
  year = {2019},
  publisher = {John Wiley \& Sons},
  doi = {10.1002/9781119482260}
}

@book{danielsHogan2008,
  author = {Daniels, Michael J. and Hogan, Joseph W.},
  title = {Missing Data in Longitudinal Studies: Strategies for Bayesian Modeling and Sensitivity Analysis},
  year = {2008},
  publisher = {Chapman \& Hall/CRC},
  doi = {10.1201/9781420011180}
}

@article{robins1994,
  author = {Robins, James M. and Rotnitzky, Andrea and Zhao, Lue Ping},
  title = {Estimation of Regression Coefficients When Some Regressors Are Not Always Observed},
  journal = {Journal of the American Statistical Association},
  year = {1994},
  volume = {89},
  number = {427},
  pages = {846--866},
  doi = {10.1080/01621459.1994.10476818}
}

@article{barnett2005,
  author = {Barnett, Adrian G. and van der Pols, Jolieke C. and Dobson, Annette J.},
  title = {Regression to the Mean: What It Is and How to Deal with It},
  journal = {International Journal of Epidemiology},
  year = {2005},
  volume = {34},
  number = {1},
  pages = {215--220},
  doi = {10.1093/ije/dyh299}
}

@article{lane1982,
  author = {Lane, Peter W. and Nelder, John A.},
  title = {Analysis of Covariance and Standardization as Instances of Prediction},
  journal = {Biometrics},
  year = {1982},
  volume = {38},
  number = {3},
  pages = {613--621},
  doi = {10.2307/2530043}
}

@article{jewsbury2024,
  author = {Jewsbury, Paul A. and Jia, Yue and Gonzalez, Eugenio J.},
  title = {Considerations for the Use of Plausible Values in Large-Scale Assessments},
  journal = {Large-scale Assessments in Education},
  year = {2024},
  volume = {12},
  number = {1},
  pages = {24},
  doi = {10.1186/s40536-024-00213-y}
}

@article{huang2024,
  author = {Huang, Francis L.},
  title = {Using Plausible Values When Fitting Multilevel Models with Large-Scale Assessment Data Using {R}},
  journal = {Large-scale Assessments in Education},
  year = {2024},
  volume = {12},
  number = {1},
  pages = {7},
  doi = {10.1186/s40536-024-00192-0}
}

@article{fishbein2026growth,
  author = {Fishbein, Bethany and Bezirhan, Ummugul and von Davier, Matthias},
  title = {International Measures of Student Growth in Mathematics and Science Achievement: The TIMSS 2023 Longitudinal International Database},
  journal = {Chinese/English Journal of Educational Measurement and Evaluation},
  year = {2026},
  volume = {7},
  number = {1},
  pages = {5},
  doi = {10.59863/ykdj2701}
}

@article{berger2020,
  author = {Berger, Nathan and Mackenzie, Erin and Holmes, Kathryn},
  title = {Positive Attitudes Towards Mathematics and Science Are Mutually Beneficial for Student Achievement: A Latent Profile Analysis of TIMSS 2015},
  journal = {The Australian Educational Researcher},
  year = {2020},
  volume = {47},
  number = {3},
  pages = {409--444},
  doi = {10.1007/s13384-020-00379-8}
}

@article{kaur2022,
  author = {Kaur, Tandeep and McLoughlin, Eilish and Grimes, Paul},
  title = {Mathematics and Science Across the Transition from Primary to Secondary School: A Systematic Literature Review},
  journal = {International Journal of STEM Education},
  year = {2022},
  volume = {9},
  number = {1},
  pages = {13},
  doi = {10.1186/s40594-022-00328-0}
}

@article{keiding2014,
  author = {Keiding, Niels and Clayton, David},
  title = {Standardization and Control for Confounding in Observational Studies: A Historical Perspective},
  journal = {Statistical Science},
  year = {2014},
  volume = {29},
  number = {4},
  pages = {529--558},
  doi = {10.1214/13-STS453}
}

@article{westreich2010,
  author = {Westreich, Daniel and Cole, Stephen R.},
  title = {Invited Commentary: Positivity in Practice},
  journal = {American Journal of Epidemiology},
  year = {2010},
  volume = {171},
  number = {6},
  pages = {674--677},
  doi = {10.1093/aje/kwp436}
}

@article{seaman2013,
  author = {Seaman, Shaun R. and White, Ian R.},
  title = {Review of Inverse Probability Weighting for Dealing with Missing Data},
  journal = {Statistical Methods in Medical Research},
  year = {2013},
  volume = {22},
  number = {3},
  pages = {278--295},
  doi = {10.1177/0962280210395740}
}