Table 1.
Within-person methods described above | 2.1. Within-person profiles and scatter plots1 | 2.2. Between-person distributions of within-person correlations2 | 2.3. Multilevel corre-lation or regression; situations nested in individuals3 | 2.4. Network analysis show-ing within-person co-endorsements4 | 2.5. Combinations of person-specific/within-person and between-person co-variance-based networks5 | 2.6. Analyses of within-person trajectories (e.g., within-person slopes & intercepts)6 |
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Limitations of between-person methods described above | ||||||
1.1. Understanding change requires analyzing within-person trajectories. Between-person methods may misin-terpret trajectories7 | If scatter plots show repeated measures separately for distinct individuals. | If networks examine mo-ment-to-moment autoregres-sive paths within persons | Problem 1.1 can be solved by solution 2.6 | |||
1.2. Processes and structures of psychological constructs often differ in within-person versus between-person analyses (lack of ergodicity)8 | If scatter plots show repeated measures separately for distinct individuals. | Problem 1.2 can be solved by solution 2.2 | Problem 1.2 can be solved by solution 2.3 | If only single edges are interpreted or if idiographic and nomothetic networks are distinguished | Problem 1.2 can be solved by solution 2.5 | If between-person differ-ences in regard to within-person trajectories are addressed. |
1.3. Heterogeneity & unexpected pat-terns hiding behind a between-person coefficient9 | Problem 1.3 can be solved by solution 2.1 | Does reveal differences between individuals but does not solve the problems described by Anscombe (1973) | Does reveal differ-ences between indi-viduals but does not solve the problems described by Anscombe (1973) | Partially, can be used to distinguish covariance from co-endorsement, but does not represent entire bivariate distribution | Does reveal differences be-tween individuals but does not solve the problems de-scribed by Anscombe (1973) | Does reveal differences between individuals but does not solve the problems described by Anscombe (1973) |
1.4. Co-variance mixed up with co-endorsement10 | Problem 1.4 can be solved by solution 2.1 | Problem 1.4 can be solved by solution 2.4 | ||||
1.5. Different people ‘walking’ different paths in path models11 | Only profile analysis, not scatter plots | Adaptation needed to dis-tinguish idiographic and nomothetic networks | Solved only in idiographic networks | If all trajectories in the model were examined withinsame person. |
Note. a = Moeller et al., 2018b; 2 = Pekrun et al., 2002; Moeller et al., 2015; 3 = Brose et al., 2020; Dietrich et al., 2017; Völkle et al., 2014; 4 = Moeller et al., 2018a; 5 = e.g., Beck & Jackson, 2020; Gates & Molenaar, 2012; Beltz et al., 2016; Wright et al., 2019; 6 = Moeller et al., in press; 7 = e.g., Reitzle & Dietrich, 2019; 8 = e.g., Molenaar, 2004; Yarnold, 2013; Kievit et al., 2013; Kievit et al., 2011; Vansteenlandt et al., 2015; Völkle et al., 2014; 9 = discussed by Anscombe, 1973; Matejka, & Fitzmaurice, 2017; Asendorpf, 1993; 2000; 10 = discussed in Moeller et al., 2018a; 11 = discussed in Reitzle, 2013. In the cells, complete solutions to problems are marked bold, partial solutions are marked in italics.