Experience Sampling Method:
Overview papers/books describing the method
Here you find an open handbook which gives a good overview of what ESM is about and how to analyse the data.
Myin-Germeys, I. et al. Experience sampling methodology in mental health research: new insights and technical developments. World Psychiatry 17, 123–132 (2018). https://doi.org/10.1002/wps.20513 (Links to an external site.)
Berkel, N. Van, Ferreira, D., & Kostakos, V. (2017). The Experience Sampling Method on Mobile Devices. ACM Computing Surveys, 50(6), 1–40. http://doi.acm.org/10.1145/3123988 (Links to an external site.)
Csikszentmihalyi M., Larson R. (2014) Validity and Reliability of the Experience-Sampling Method. In: Flow and the Foundations of Positive Psychology. Springer, Dordrecht. https://link-springer-com.ezproxy2.utwente.nl/chapter/10.1007%2F978-94-017-9088-8_3Links to an external site.
Linear mixed modelling (also called: multilevel modelling)
To analyse your data, make sure to have your data in a long-format (one observation per row).
Here you find information how to do the analysis in SPSS.
Person Mean (PM) and Person-mean centering (PMC)
In case you want to distinguish between- and within-person effects it is important to apply person-mean centering. This article explains in detail how to do this and what the rationale behind it is.