Dr Karolina Krzemieniewska-Nandwani
Dr Karolina Krzemieniewska-Nandwani
Research Associate
My profile
Biography
I am a Research Associate at the Man Met Crime and Well-Being Big Data Centre.
My research focuses on application of advanced statistical methods to analysis of large datasets related to crime, policing and health.
I have been working with industrial partners for the past 7 years. I have gained invaluable experience in developing methods, which are applicable to datasets that do not always conform to statistical assumptions.
Research outputs
- Time Series Analysis
- Supervised, Semi-supervised and Unsupervised Classification Techniques
- Decision Support Methods
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Reports
Ellison, M., Krzemieniewska-Nandwani, K., Bannister, J., Hall, B. (2024) Greater Manchester Violence Reduction Unit: Hospital Navigator Pilot - Implementation Evaluation. Manchester: Manchester Metropolitan University.
Ellison, M., Haleem, M., Krzemieniewska-Nandwani, K., Bannister, J. The extent and nature of Knife Crime in Greater Manchester.
Ellison, M., Krzemieniewska-Nandwani, K., Bannister, J., Hall, B. (2024) Greater Manchester Violence Reduction Unit: The hospital-based Navigator programme. Manchester: Manchester Metropolitan University.
Krzemieniewska-Nandwani, K., Bannister, J., Ellison, M., Adepeju, M. (2022) Evaluation of the Impact of Alcohol Minimum Unit Pricing (MUP) on Crime and Disorder, Public Safety and Public Nuisance.
Adepeju, M., Bannister, J., Ellison, M., Morris, S., Krzemieniewska-Nandwani, K. (2022) Directed Hotspot Policing with Contextual Safeguarding – A Randomised Control Trial.
Ellison, M., Haleem, M., Krzemieniewska-Nandwani, K., Bannister, J. (2019) Understanding ‘Missing from Homes’ demand in Greater Manchester.
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Journal articles
Smith, A., Roberts, A., Krzemieniewska‐Nandwani, K., Eggins, L., Cook, W., Fox, C., Maruna, S., Wallace, S., Szifris, K. (2024) 'Revisiting the effectiveness of cognitive‐behavioural therapy for reducing reoffending in the criminal justice system: a systematic review.' Campbell Systematic Reviews, 20(3)
Lymperopoulou, K., Bannister, J., Krzemieniewska-Nandwani, K. (2021) 'Inequality in exposure to crime, social disorganisation and collective efficacy: evidence from Greater Manchester, United Kingdom.' The British Journal of Criminology: an international review of crime and society, 62(4) pp. 1019-1035.
Langton, S., Bannister, J., Ellison, M., Haleem, M.S., Krzemieniewska-Nandwani, K. (2021) 'Policing and Mental ill-health: Using Big Data to Assess the Scale and Severity of, and the Frontline Resources Committed to, mental ill-health-related calls-for-service.' Policing: A Journal of Policy and Practice, 15(3) pp. 1963-1976.
Tahir, F., Krzemieniewska-Nandwani, K., Mack, J., Lovett, D., Siddique, H., Mabbott, F., Raval, V., Houson, I., Florence, A. (2017) 'Advanced control of a continuous oscillatory flow crystalliser.' Control Engineering Practice, 67pp. 64-75.
Krzemieniewska, K., Eckley, I.A., Fearnhead, P. (2014) 'Classification of non‐stationary time series.' Stat, 3(1) pp. 144-157.
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Conference papers
Wallace, S., Krzemieniewska-Nandwani, K. (2018) 'Hidden Inequalities in the Exposure to Crime?.' Conference of the European Society of Criminology, Sarajevo,
Krzemieniewska-Nandwani, K. (2017) 'Vulnerability and Harm Index (VHI).' In Conference of the European Society of Criminology. Cardiff,
Lymperopoulou, K., Krzemieniewska-Nandwani, K., Bannister, J., Wallace, S. (2019) 'Hidden spatial and temporal inequalities in the exposure to crime – their measurement and explanation.' In 19th Annual Conference of the European Society of Criminology; Ghent Belgium; 18 -21 September 2019. 19th Annual Conference of the European Society of Criminology; Ghent Belgium; 18 -21 September 2019,