1,966
Views
36
CrossRef citations to date
0
Altmetric
Review

Methods, Applications and Challenges in the Analysis of Interrupted Time Series Data: A Scoping Review

ORCID Icon, ORCID Icon, , , &
Pages 411-423 | Published online: 13 May 2020

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (5)

Yan Zhang, Xinqi Wang, Nianqiang Liu, Senlu Wang, Xiaomin Wang & Mingqin Cao. (2023) Intervention Effect of New Tuberculosis Control Model on Tuberculosis Incidence in Xinjiang. Infection and Drug Resistance 16, pages 7485-7496.
Read now
Aline Mefleh. (2023) Simple change point model in heteroscedastic extremes. Communications in Statistics - Theory and Methods 52:20, pages 7455-7464.
Read now
Milad Jamali-Dolatabad, Homayoun Sadeghi-bazargani & Saeid Mousavi. (2022) Applying count time series to assess 13-year pedestrian mortality trend caused by traffic accidents in East-Azerbaijan province, Iran. International Journal of Injury Control and Safety Promotion 29:2, pages 239-246.
Read now
Juan Carlos Bazo-Alvarez, Tim P Morris, James R Carpenter & Irene Petersen. (2021) Current Practices in Missing Data Handling for Interrupted Time Series Studies Performed on Individual-Level Data: A Scoping Review in Health Research. Clinical Epidemiology 13, pages 603-613.
Read now
Joycelyne E Ewusie, Lehana Thabane, Joseph Beyene, Sharon E Straus & Jemila S Hamid. (2020) MultiCenter Interrupted Time Series Analysis: Incorporating Within and Between-Center Heterogeneity. Clinical Epidemiology 12, pages 625-636.
Read now

Articles from other publishers (31)

David C. Mulkey, Marc A. Fedo & Figaro L. Loresto. (2023) Analyzing a Multifactorial Fall Prevention Program Using ARIMA Models. Journal of Nursing Care Quality 38:2, pages 177-184.
Crossref
Ping‐Han Tsai, Chang‐Fu Kuo, Jia‐Rou Liu, Pei‐Ru Li & Lai‐Chu See. (2023) Effect of febuxostat on adverse events and mortality in gout in Taiwan: An interrupted time series analysis. International Journal of Rheumatic Diseases 26:3, pages 471-479.
Crossref
Haider Ali, Imran Khan Niazi, Brian K. Russell, Catherine Crofts, Samaneh Madanian & David White. (2023) Review of Time Domain Electronic Medical Record Taxonomies in the Application of Machine Learning. Electronics 12:3, pages 554.
Crossref
Desmond Chekwube Bartholomew, Chrysogonus Chinagorom Nwaigwe, Ukamaka Cynthia Orumie & Godwin Onyeka Nwafor. (2023) Intervention Analysis of COVID-19 Vaccination in Nigeria: The Naive Solution Versus Interrupted Time Series. Annals of Data Science.
Crossref
Conner D. Reynolds, Scott Bittle, Jonas Kruse & Gregory J. Woodhead. 2023. Translational Interventional Radiology. Translational Interventional Radiology 451 457 .
Joycelyne Ewusie, Joseph Beyene, Lehana Thabane, Sharon E. Straus & Jemila S. Hamid. (2022) An improved method for analysis of interrupted time series (ITS) data: accounting for patient heterogeneity using weighted analysis. The International Journal of Biostatistics 18:2, pages 521-535.
Crossref
Seung In Um, Uy Dong Sohn, Sun-Young Jung, Seung-Hun You, Changone Kim, Sora Lee & Heesang Lee. (2022) Longitudinal study of the impact of three major regulations on the Korean pharmaceutical industry in the last 30 years. Health Research Policy and Systems 20:1.
Crossref
Helena Cangadis-Douglass, Monica Jung, Ting Xia, Rachelle Buchbinder, Samanta Lalic, Grant Russell, Nadine Andrew, Christopher Pearce, J Simon Bell, Jenni Ilomäki & Suzanne Nielsen. (2022) Using primary care data to understand opioid prescribing, policy impacts and clinical outcomes: A protocol for the OPPICO study. Research in Social and Administrative Pharmacy 18:12, pages 4129-4137.
Crossref
Tina Felfeli, Daniel J. Weisbrod, Jessica Cao, Kathy Y. Cao, Sherif R. El-Defrawy & Hannah H. Chiu. (2022) University of Toronto's redesigned ophthalmology curriculum and eye dissection lab. Canadian Journal of Ophthalmology 57:6, pages 394-401.
Crossref
Mohammad Hussein Housam Mansour, Subhash Pokhrel, Maurice Birnbaum & Nana Anokye. (2022) Effectiveness of a population-based integrated care model in reducing hospital activity: an interrupted time series analysis. Integrated Healthcare Journal 4:1.
Crossref
Gintare Valentelyte, Conor Keegan & Jan Sorensen. (2022) A comparison of four quasi-experimental methods: an analysis of the introduction of activity-based funding in Ireland. BMC Health Services Research 22:1.
Crossref
Mutshidzi A Mulondo, Joyce M Tsoka-GwegweniPuleng LenkaBulaPerpetual Chikobvu. (2022) Capacity Development of Research Ethics Administrators: Scoping Review. Journal of Empirical Research on Human Research Ethics 17:4, pages 515-524.
Crossref
Robin Blythe, Rex Parsons, Nicole M White, David Cook & Steven McPhail. (2022) A scoping review of real-time automated clinical deterioration alerts and evidence of impacts on hospitalised patient outcomes. BMJ Quality & Safety 31:10, pages 725-734.
Crossref
Folasade Solanke, Stephanie Easton, Anna Selby, David James & Graham Roberts. (2022) Impact of COVID-19 pandemic on emergency department attendances for young people. Archives of Disease in Childhood 107:10, pages e1-e7.
Crossref
Alphanie Midelet, Sebastien Bailly, Jean-Christian Borel, Ronan Le Hy, Marie-Caroline Schaeffer, Sebastien Baillieul, Renaud Tamisier & Jean-Louis Pepin. (2022) Bayesian Structural Time Series With Synthetic Controls for Evaluating the Impact of Mask Changes in Residual Apnea-Hypopnea Index Telemonitoring Data. IEEE Journal of Biomedical and Health Informatics 26:10, pages 5213-5222.
Crossref
Anne Marie Plass, Amra Covic, Louisa Lohrberg, Glenn Albright, Ron Goldman & Nicole Von Steinbüchel. (2022) Effectiveness of a minimal virtual motivational interviewing training for first years medical students: differentiating between pre-test and then-test. Patient Education and Counseling 105:6, pages 1457-1462.
Crossref
Elizabeth Korevaar, Amalia Karahalios, Simon L Turner, Andrew B Forbes, Monica Taljaard, Allen C Cheng, Jeremy M Grimshaw, Lisa Bero & Joanne E McKenzie. (2022) Methodological systematic review recommends improvements to conduct and reporting when meta-analyzing interrupted time series studies. Journal of Clinical Epidemiology 145, pages 55-69.
Crossref
Chih-Chien Yun, Sin-Jhih Huang, Tsuang Kuo, Ying-Chun Li & Wang-Chuan Juang. (2022) Impact of New Bed Assignment Information System on Emergency Department Length of Stay: An Effect Evaluation for Lean Intervention by Using Interrupted Time Series and Propensity Score Matching Analysis. International Journal of Environmental Research and Public Health 19:9, pages 5364.
Crossref
Raoul Daoust, Jean Paquet, Martin Marquis, Jean-Marc Chauny, David Williamson, Vérilibe Huard, Caroline Arbour, Marcel Émond & Alexis Cournoyer. (2022) Evaluation of Interventions to Reduce Opioid Prescribing for Patients Discharged From the Emergency Department. JAMA Network Open 5:1, pages e2143425.
Crossref
Ed Penington, Belinda Lennox, Galit Geulayov, Keith Hawton & Apostolos Tsiachristas. (2022) The early impact of the COVID-19 pandemic on patients with severe mental illness: An interrupted time-series study in South-East England. European Psychiatry 65:1.
Crossref
. (2021) Impact of COVID-19 Pandemic on Population-Level Interest in Skincare: Evidence from a Google Trends. European Journal of Medical and Health Sciences, pages 147-160.
Crossref
Samad Rouhani, Reza Esmaeili, Jamshid Yazdani Charati & Masoud Khandehroo. (2021) The impacts of family physician plan and health transformation plan on hospitalization rates in Iran: an interrupted time series. BMC Health Services Research 21:1.
Crossref
Simon L. Turner, Andrew B. Forbes, Amalia Karahalios, Monica Taljaard & Joanne E. McKenzie. (2021) Evaluation of statistical methods used in the analysis of interrupted time series studies: a simulation study. BMC Medical Research Methodology 21:1.
Crossref
Simon L. Turner, Amalia Karahalios, Andrew B. Forbes, Monica Taljaard, Jeremy M. Grimshaw & Joanne E. McKenzie. (2021) Comparison of six statistical methods for interrupted time series studies: empirical evaluation of 190 published series. BMC Medical Research Methodology 21:1.
Crossref
Peter Hangoma & Kantu Moonga-Mukale. (2021) Impact of night travel ban on road traffic crashes and fatalities in Zambia: an interrupted time series analysis. BMJ Global Health 6:12, pages e005481.
Crossref
Julie A. BytnarCelia ByrneCara OlsenCatherine WitkopMary Beth MartinAmanda BanaagTracey Koehlmoos. (2021) The Impact of Mammography Screening Guideline Changes in a Universally Insured Population. Journal of Women's Health 30:12, pages 1720-1728.
Crossref
Gareth Price, Ranald Mackay, Marianne Aznar, Alan McWilliam, Corinne Johnson-Hart, Marcel van Herk & Corinne Faivre-Finn. (2021) Learning healthcare systems and rapid learning in radiation oncology: Where are we and where are we going?. Radiotherapy and Oncology 164, pages 183-195.
Crossref
Sinan Küfeoğlu, Şahincan Üçler, Furkan Eskicioğlu, E. Büşra Öztürk & Hao Chen. (2021) Daylight Saving Time policy and energy consumption. Energy Reports 7, pages 5013-5025.
Crossref
Mina Nicole Händel, Ramune Jacobsen, Fanney Thorsteinsdottir, Amélie Cléo Keller, Maria Stougaard, Camilla Bjørn Jensen, Caroline Moos, Katrine Sidenius Duus, Allan Jensen, Ulrik Schiøler Kesmodel, Bo Abrahamsen & Berit Lilienthal Heitmann. (2021) Assessing Health Consequences of Vitamin D Fortification Utilizing a Societal Experiment Design: Methodological Lessons Learned from the D-Tect Project. International Journal of Environmental Research and Public Health 18:15, pages 8136.
Crossref
Giuseppe A. Marraro & Claudio Spada. (2021) Weaning and the Suitability of Retrospective Cohort Studies*. Critical Care Medicine 49:2, pages 369-372.
Crossref
Julián Fernández & Carlos Peña. (2021) Potential Effects of Social Protests in Colombia on the Transmission of COVID-19. SSRN Electronic Journal.
Crossref