Table 6 Cluster analysis based on planned time use: cluster means of clustering, individual planned time use, and profiling variables (N = 108).

From: Unravelling motives and time use of additional leave in a flexible benefits plan: a mixed-methods case study in Belgium

Cluster number

I

II

p

Cluster name

In-house caregivers

Outdoor leisure spenders

 

Sample size

62 (57.4%)

46 (42.6%)

 

Clustering variables

 Pl. TU F1 (mean items 2, 4, 5)—Personal development & social contributiona

3.140 (0.389)

3.043 (0.431)

0.227

 Pl. TU F2 (mean items 7, 9)—Rest & mediaa

3.565 (0.466)

3.924 (0.459)

<0.001

 Pl. TU F3 (mean items 3, 6, 11)—Family & domestic responsibilitiesa

3.769 (0.425)

3.667 (0.455)

0.234

 Pl. TU F4 (mean items 10, 12)—Entertainment & social engagementa

3.242 (0.283)

4.141 (0.292)

<0.001

 Second job next to my main job (e.g., secondary occupation, flexi-job, platform job)

2.984 (0.424)

3.065 (0.250)

0.249

Individual planned time use variables

 Volunteering

3.016 (0.338)

2.935 (0.490)

0.310

 Childcare and parenting

3.532 (0.671)

3.261 (0.648)

0.037

 Other informal care (e.g., parents, partner, grandchildren)

3.323 (0.696)

3.087 (0.590)

0.066

 Education (e.g., further education, courses)

3.081 (0.417)

3.109 (0.482)

0.747

 Household chores

3.758 (0.534)

3.674 (0.560)

0.429

 Sleeping and resting (including relaxation and doing nothing)

3.839 (0.632)

4.152 (0.556)

0.009

 Hobbies (including sports, games, recreation)

3.806 (0.623)

4.043 (0.515)

0.038

 Media (TV, music, reading, internet)

3.290 (0.524)

3.696 (0.553)

<0.001

 Entertainment and culture

3.097 (0.298)

3.978 (0.447)

<0.001

 Spending time with my core family (partner and/or children)

4.016 (0.614)

4.065 (0.712)

0.702

 Social participation with friends and family (including community life and going out)

3.387 (0.491)

4.304 (0.465)

<0.001

 Trips inland or at less than 200 km from my home

3.500 (0.565)

3.935 (0.611)

<0.001

 Travelling within Europe at more than 200 km from my home

3.484 (0.620)

3.870 (0.749)

0.004

 Travelling outside of Europe

3.177 (0.497)

3.413 (0.777)

0.058

 Going to a restaurant

3.161 (0.413)

3.543 (0.585)

<0.001

 Consuming takeaway meals (either picked up or delivered at home)

2.952 (0.282)

2.957 (0.419)

0.942

 Cooking meals at home

3.258 (0.441)

3.609 (0.649)

0.001

Profiling variables

 Sex

  Male

26 (41.9%)

11 (23.9%)

0.051

  Female

36 (58.1%)

35 (76.1%)

 

 Age

43.435 (9.322)

38.109 (10.305)

0.006

 Personal educational level

  Low (max. secondary education)

7 (11.3%)

4 (8.7%)

0.352

  Medium (higher non-university education)

30 (48.4%)

17 (37.0%)

 

  High (higher university education)

25 (40.3%)

25 (54.3%)

 

 Relationship status

  Single

5 (8.1%)

9 (19.6%)

0.011

  Partner but not living together

2 (3.2%)

7 (15.2%)

 

  Partner and living together

55 (88.7%)

30 (65.2%)

 

 Number of children living inside the household

  0

15 (24.2%)

25 (54.3%)

0.013

  1

17 (27.4%)

9 (19.6%)

 

  2

27 (43.5%)

10 (21.7%)

 

  3 or more

3 (4.8%)

2 (4.3%)

 

 Age youngest child

11.038 (8.780)

12.810 (9.163)

0.444

 Household composition

  Young single (≤40 yr), no children

2 (3.2%)

10 (21.7%)

<0.001

  Single (all ages), children

2 (3.2%)

4 (8.7%)

 

  Older single (>40 yr), no children

3 (4.8%)

2 (4.3%)

 

  Young couple (resp. ≤40 yr), no children

3 (4.8%)

11 (23.9%)

 

  Couple (all ages), children

45 (72.6%)

17 (37.0%)

 

  Older couple (resp. >40 yr), no children

7 (11.3%)

2 (4.3%)

 

 Work schedule

  Full-time

40 (64.5%)

34 (73.9%)

0.298

  Part-time

22 (35.5%)

12 (26.1%)

 

 Contractual number of weekly working hours

35.948 (4.454)

36.848 (3.031)

0.240

 Number of standard leave days

32.500 (5.734)

33.326 (6.074)

0.472

 Personal monthly salary (thousands)

2.718 (0.555)

2.522 (0.496)

0.060

 Seniority (number of years of work experience in the company)

13.274 (9.541)

9.500 (10.387)

0.053

 Materialism (mean 9 items)

2.319 (0.670)

2.623 (0.620)

0.018

 Importance of protecting the environment

  Not very important

4 (6.5%)

3 (6.5%)

0.384

  Somewhat important

45 (72.6%)

28 (60.9%)

 

  Very important

13 (21.0%)

15 (32.6%)

 

 Number of environmental actions

  Low (0–3)

17 (27.4%)

8 (17.4%)

0.425

  Medium (4–6)

34 (54.8%)

27 (58.7%)

 

  High (7–9)

11 (17.7%)

11 (23.9%)

 

 Travel behaviour: number of trips

  At less than 200 km from my home

2.258 (1.599)

2.413 (1.543)

0.614

  Within Europe (at more than 200 km from my home) by car

1.306 (1.182)

1.304 (1.331)

0.993

  Within Europe (at more than 200 km from my home) by train or bus

0.194 (0.507)

0.391 (1.125)

0.222

  Within Europe (at more than 200 km from my home) by plane

0.645 (0.925)

0.891 (0.994)

0.188

  Outside of Europe by plane

0.129 (0.461)

0.174 (0.437)

0.610

  1. p indicates the 2-tailed p-value of the one-way ANOVA test (for scale variables) or the p-value of the chi-square test (for categorical variables). For clustering variables and individual planned time use variables: when cluster means are significantly different (independent samples t-test (for scale variables) or chi-square test (for categorical variables) with alfa = 0.10), the cluster with the highest mean value is indicated in bold.
  2. a“Pl. TU FX” refers to “Planned time use factor X” based on principal component analysis.