Lifestyle

Analyzing the clustering of way of life components and have an effect on in each day life: An idiographic method

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. 2026 Aug;18(4):e70179.


doi: 10.1111/aphw.70179.

Affiliations

Item in Clipboard

Austen R Anderson et al.


Appl Psychol Health Well Being.


2026 Aug.

Abstract

There has been a rise in curiosity within the well being and well-being advantages of way of life components reminiscent of bodily exercise, weight-reduction plan, sleep, and social interplay. Previous analysis has highlighted how way of life components, each wholesome and unhealthy, are likely to covary or cluster collectively. Very little analysis has examined the diploma to which the clustering amongst way of life components and emotional well being is exclusive to people. As such, this challenge examined the idiographic associations amongst way of life behaviors and emotional experiences in each day life, which may set the stage for individualized way of life interventions. Seventy-nine adults (Mage = 43.37, SDage = 17.26) within the United States participated in a 70-day each day diary research, the place they reported on each day way of life engagement and have an effect on every night. Network fashions examined the associations amongst these variables on the between-person stage and within-person stage. Further, person-specific idiographic community fashions have been analyzed. Results point out that there have been vital associations in the entire pattern at a number of ranges (between-person and within-person). Further, idiographic analyses revealed person-specific connections amongst way of life components and have an effect on. In conclusion, way of life components and have an effect on cluster collectively in each day life, and the clustering differs throughout people. Future analysis ought to discover the feasibility of intensive measurement-informed way of life interventions.


Keywords:

each day diary methodology; well being habits; particular person variations; way of life; psychological well being.

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Conflict of curiosity assertion

The authors declare no conflicts of curiosity.

Figures


FIGURE 1



FIGURE 1

Lifestyle issue clustering in the entire pattern. Solid strains symbolize optimistic associations, whereas dashed strains symbolize damaging associations. The thickness of the strains represents the dimensions of the partial correlations. Only vital associations are proven. The fashions with coloration‐coded edges are additionally obtainable as supporting data.


FIGURE 2



FIGURE 2

The clustering of way of life and have an effect on in the entire pattern. Solid strains symbolize optimistic associations, whereas dashed strains symbolize damaging associations. Only vital associations are proven. The thickness of the strains represents the dimensions of the partial correlations.


FIGURE 3



FIGURE 3

Person‐particular/idiographic inside‐particular person contemporaneous community fashions of way of life and have an effect on. Models from the 2‐step multilevel VAR method are on the highest row, and particular person LASSO fashions are on the underside row. Solid strains symbolize optimistic associations, and dashed strains symbolize damaging associations. The thickness of the strains represents the dimensions of the partial correlations.


FIGURE 4



FIGURE 4

Person‐particular/idiographic inside‐particular person contemporaneous energy centrality indices. Standardized Z‐rating values of energy centrality are displayed for every participant. Higher values symbolize a higher sum of absolute worth partial correlations that variable has relative to different variables.

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