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Which scientific reports can tell me about Big5 scores correlating with a practical, physical preference?

Examples:

Traits: Practical, Realistic, Down-to-earth, Athletic, Handy, Prefers hands-on work, Problem solver, Focused on the real world

Interests: Animals, Construction, Driving, Electricity, Hearing, Manual labor, Mechanics, Outdoors, Physical activities, Problem solving, Safety, Seeing, Sensing, Sports, Tangible things, Tasting, Tools, Transportation

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As a starting point, you might be interested in studies that have related vocational preferences with personality. In particular, Holland's model of job preferences has been highly studied.

Practical sense sounds a little like the "realistic" dimension in Holland's framework.

Larson et al (2002) report a meta-analysis of the Big 5 and Holland's types. Based on this meta-analysis, while there were correlations between the Big 5 and other types, there did not appear to be any strong (or even moderate) correlations between the realistic preference and the Big 5:

big5 holland realistic correlations

Note. based on n > 5,000.

References

Larson, L. M., Rottinghaus, P. J., & Borgen, F. H. (2002). Meta-analyses of Big Six interests and Big Five personality factors. Journal of Vocational Behavior, 61(2), 217-239.

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Some claims on personality correlations to physical activity: Extraversion is a trait that keeps showing up here.

"Previous studies examining correlates of leisure time physical activity (LTPA) (...) Higher standing on Activity and Discipline and lower standing on Assertiveness predicted greater odds of engaging in LTPA and longer duration of LTPA, and higher standing on Aesthetics predicted shorter duration of LTPA. "

http://www.ncbi.nlm.nih.gov/pubmed/23025299

"Extraversion (r = 0.23), neuroticism (r = −0.11) and conscientiousness (r = 0.20) were identified as correlates of physical activity"

http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2577457/

Evidence shows that aspects of personality are associated with participation in physical activity. We hypothesized that, among adolescents, behavioral activation (BAS) and behavioral inhibition (BIS) would be associated with physical fitness (cardiovascular fitness and percent body fat), enjoyment of exercise, tolerance of and persistence in high-intensity exercise, and affective response to an acute exercise bout. The BAS(reward) subscale was positively related to Enjoyment (r = .44, p < .05).

http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2761825/

Exercisers were on average less anxious (-0.18 SD), depressed (-0.29 SD) and neurotic (-0.14 SD), more extraverted (+0.32 SD) and were higher in dimensions of sensation seeking (from+0.25 SD to+0.47 SD) than non-exercisers.

http://www.ncbi.nlm.nih.gov/pubmed/16439008/

Results indicated emotional instability had direct effects on overall and strenuous leisure time exercise while also having significant (p < 0.05) indirect mediation paths through the performance-approach and avoidance goals. The extraversion and emotional instability models accounted from 15.89% to 29.82% of variance in the various self-reported exercise measures. enter image description here http://www.sciencedirect.com/science/article/pii/S2095254612000713

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