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Time Use Patterns by Immigration Status
in Canada
Mobinul Huq Department of Economics University of Saskatchewan Saskatoon, Saskatchewan S7N 5A5 CANADA Ph: (306) 966-5204 Email: [email protected]
Immigration issues:• Projected labour shortage and immigration
as a solution.• Assimilation of immigrant population in the
host country.
Current economic research focus• In terms of labour market outcomes. • Earnings, labour supply,
employment/unemployment, market valuation of foreign degree and experience.
Non-market activities?
Literature on time use pattern:
• Comparisons by demographic characteristics (Marshall 2006, Apps and Rees 2005, Stobert et al. 2005)
Gender, Age group,..
• Change over time (Fisher et al. 2007) • Cross country comparison (Anxo et al. 2007)
Canadian born versus foreign born/immigrants ?
Data SourceStatistics Canada Time Use survey,2005 (General Social Survey Cycle 19)
Data SelectionAge 25 to 54 Omitted: Non-permanent residents, missing information on marital status, education, urban/rural.
4 groups by gender and place of birth (Canadian born/foreign).
Number of Observations (N)
Male Female
Canadian-born 3904 5869
Immigrant 796 952
Daily Time use
10 one-digit activities: 96 two-digit activities: 186 three-digit activities:
One-digit activities:
0 Employed work
1 Domestic Work
2 Care Giving
3 Shopping & Services
4 Personal Care
5 School and Education
6 Organizational, Voluntary and Religious activities
7 Entertainment (Attending)
8 Sports and Hobbies (participating)
9 Media and Communication
1. Domestic work (Variable name DVDOM) includes:
10. Meal preparation101. Meal preparation102. Baking, Preserving Food, Home Brewing Etc.
11. Meal cleanup12. Indoor cleaning13. Outdoor cleaning14. Laundry15. Mending
151.152.
16. Home Repairs, Maintenance…… (161 to 164)
17. Gardening, Pet Care…… (171 to 173)
18. Other Housework …… (181 to 186)
19. Travel for household work
Time use pattern by immigration status
• Average time spent by different activities:
For example: Average hours of market work by
Canadian born (Ci) versus immigrants (Ii)
• Participation rate by activities:
• Average time spent by participants:
x1000
Total
reportingNumberPRi
ii CIGap
1
2
k
CI
CI
T
k
i ii
ii
s
2880
2
ii
ii
iiws
CI
CI
CIT
1
k
CI
CI
T
k
i ii
ii
AD
2880
2880
iiii
ii
iiWAD
CICI
CI
CIT
Dissimilarity indices compared by Stewart (2006)
Weighted Szalai Index :
Absolute Deviation Index:
Weighted Absolute Deviation Index:
Szalai Index:
One of the issues with unweighted indices: Sensitivity to short duration activities.
Interpretation:
Szalai indices have no obvious interpretation:AD: average proportional difference.
WAD: The percentage of time that must be reallocated for equality.
• Stewart (2006) conclusion:
“Given its robustness and its natural interpretation, the weighted absolute-deviation index, TWAD, clearly dominates other indexes considered.”
2880
2880
iiii
ii
iiWAD
CICI
CI
CITWeighted Absolute Deviation Index:
2
1
k
iii CI
SADH
WAD: The proportion of time that must be reallocated for equality.
Sum of Absolute Deviation Halved (SADH):
SADH: the amount of time that must be reallocated for equality.
SADH= WAD*1440SADH = 15 minutes equivalent to WAD=.01
Dissimilarity by level of disaggregation:
(2x2 Example) SADH: WADOne-digit: 4 hours/day 0.17Two-digit 7 hours/day 0.29
Hypothetical example (one digit)
A B
1. Work 12 16
2. Non-work 12 8
SADH (WAD)4
(0.17)
Hypothetical example (two digit)
A B
11. Market work 6 12
12. Non-market work 6 4
21. Non-work awake 6 1
22. Sleep 6 7
SADH (WAD)
7 (0.29)
Required Reallocation Between one digit activities: 4
Hypothetical example (one digit)
A B
1. Work 1216-
4=12
2. Non-work 128+4=
12
SADH 0
Hypothetical example (two digit)
A B
11. Market work 6 12-4=8
12. Non-market work 6 4
21. Non-work awake 6 1+4=5
22. Sleep 6 7
SADH 3
Additional level two reallocation requirement: 3
Within one-digit activity 1: 2Within activity 2: 1 hour.
Hypothetical example (two digit)
A B
11. Market work 6 8-2=6
12. Non-market work 6 4+2=6
21. Non-work awake 6 5+1=6
22. Sleep 6 7-1=6
SADH 0
• Base SADH (1-digit): 4 hours/day (between 1-digit activities)
2-digit Marginal SADH: 3 hours/day (between 2-digit activities, within 1-digit activities) Decomposition of Marginal SADH; Within Activity 1: 2 hours/day
Activity 2: 1 hour/day
0 Employed work
1 Domestic Work
2 Care Giving
3 Shopping & Services
4 Personal Care
5 School and Education
6 Organizational, Voluntary and Religious activities
7 Entertainment (Attending)
8 Sports and Hobbies (participating)
9 Media and Communication
Time spend on four broad categories (minutes per person per day).All individuals, including non-participants (zeros)
Men 25 to 54 Women 25 to 54
Canadian- Born Immigrant
Gap (I-C)
Canadian- Born Immigrant
Gap(I-C)
Average minutes Per Day (Population)
Market work (0) 369 386 17 258 275 18
Non-market Work (1,2,3,5) 183 185 2 297 314 17
Personal Care (4) 600 609 9 625 622 -4
Discretionary time (6 to 9) 286 258 -28 260 227 -32
SADH Min/day (WAD)
28 (0.019
)
36 (0.025
)
Time spend on one-digit activities (minutes per person per day)All individuals, including non-participants (zeros).
Men 25 to 54 Women 25 to 54
Canadian-
BornImmigrant
Gap (I-C)
Canadian- Born
Immigrant
Gap(I-C)
Average minutes Per Day (Population)
0 Employed work 369 386 17 258 275 18
1 Domestic Work 97 70 -26 152 146 -6
2 Care Giving 27 32 5 56 65 9
3 Shopping & Services 33 41 8 54 52 -1
4 Personal Care 600 609 9 625 622 -4
5 School and Education 8 26 18 13 23 11
6 Organizational, Voluntary and Religious activities 19 16 -3 22 27 5
7 Entertainment (Attending) 75 63 -12 80 61 -20
8 Sports and Hobbies (participating) 65 54 -10 49 51 1
9 Media and Communication 146 141 -6 130 116 -14
SADH Min/day (WAD)
58 (0.04)
43 (0.03)
Top Four ‘Absolute gap’ activity
Men 25 to 54 Women 25 to 54
Canadian
- BornImmigra
ntGap (I-C)
Canadian- Born
Immigrant
Gap(I-C)
Average minutes Per Day (Population)
Employed work 369 386 17 258 275 18
School and Education 8 26 18 13 23 11
Domestic Work 97 70 -26
Entertainment (Attending) 75 63 -12 80 61 -20
Media and Communication 130 116 -14
Gap within one-digit activities:
Men 25 to 54 Women 25 to 54
Canadian-
Born ImmigrantGap (I-C)
Canadian- Born Immigrant
Gap(I-C)
Average minutes Per Day (Population)
0 Employed work
09 Travel: To and from work 30 37 7 21 26 5
1 Domestic work
11 Meal preparation 23 26 4 41 54 13
16 Home Repairs, Maintenance 22 8 -14 9 4 -6
7 Entertainment
75 Visits, Entertaining Friends/relatives 50 44 -6 57 44 -13
9 Media:
91 Television, Rented Movies 122 111 -11 100 86 -14
Participation rate by ten one-digit activities
Men 25 to 54 Women 25 to 54
Canadian- Born
Immigrant
Gap (I-C)
Canadian- Born
Immigrant
Gap(I-C)
)
0 Employed work 63% 67% 3% 51% 53% 2%
1 Domestic Work 72% 66% -5% 89% 87% -2%
2 Care Giving 25% 27% 2% 38% 41% 2%
3 Shopping & Services 31% 33% 1% 46% 42% -3%
4 Personal Care 100% 100% 0% 100% 100% 0%
5 School and Education 3% 7% 4% 5% 8% 3%
6 Organizational, Voluntary and Religious activities 11% 11% 0% 15% 16% 1%
7 Entertainment (Attending) 40% 32% -8% 46% 39% -8%
8 Sports and Hobbies (participating) 42% 42% 1% 41% 38% -3%
9 Media and Communication 82% 83% 1% 81% 79% -2%
Top two activities by Participation rate gap
Men 25 to 54 Women 25 to 54
Canadian- Born
Immigrant
Gap (I-C)
Canadian- Born
Immigrant
Gap(I-C)
School and Education 3% 7% 4% 5% 8% 3%
Entertainment (Attending) 40% 32% -8% 46% 39% -8%
Time spend on one-digit activities (per participant per day)
Men 25 to 54 Women 25 to 54
Canadian-
Born ImmigrantGap (I-C)
Canadian- Born Immigrant
Gap(I-C)
Average minutes Per Day per participant
0 Employed work 583 580 -3 508 521 13
1 Domestic Work 135 106 -28 170 168 -3
2 Care Giving 108 120 12 147 160 13
3 Shopping & Services 105 125 20 117 124 6
4 Personal Care 601 609 8 626 622 -4
5 School and Education 255 351 96 232 278 46
6 Organizational, Voluntary and Religious activities 169 139 -30 149 171 22
7 Entertainment (Attending) 189 196 7 173 156 -16
8 Sports and Hobbies (participating) 155 129 -26 119 132 13
9 Media and Communication 178 169 -9 161 147 -14
Deviation Men (Canadian born – Immigrant), Minutes per day.All individuals, including non-participants (zeros).
Men 25 to 54
All UrbanUniversity
degreeAge 40 to
54
Average minutes Per Day (Population)
0 Employed work 17 21 8 23
1 Domestic Work -26 -25 -16 -30
2 Care Giving 5 3 6 11
3 Shopping & Services 8 7 -1 11
4 Personal Care 9 11 13 10
5 School and Education 18 19 22 5
6 Organizational, Voluntary and Religious activities -3 -1 1 -2
7 Entertainment (Attending) -12 -15 -13 -15
8 Sports and Hobbies (participating) -10 -13 -12 -9
9 Media and Communication -6 -61 -9 -4
SADH Min/day (WAD)
58 (0.04)
60 (0.04)
51 (0.035)
60 (0.04)
Deviation for Women (Canadian born – Immigrant), Minutes per day.All individuals, including non-participants (zeros).
Women 25 to 54
All UrbanUniversity
degreeAge 40 to
54
Average minutes Per Day (Population)
0 Employed work 18 11 26 20
1 Domestic Work -6 0 -5 -9
2 Care Giving 9 8 7 13
3 Shopping & Services -1 -1 -4 4
4 Personal Care -4 -4 -1 -6
5 School and Education 11 11 18 1
6 Organizational, Voluntary and Religious activities 5 5 -3 4
7 Entertainment (Attending) -20 -17 -35 -15
8 Sports and Hobbies (participating) 1 2 9 0
9 Media and Communication -14 -16 -14 -12
SADH Min/day (WAD)
45 (0.03)
38 (0.036)
61 (0.042)
42 (0.03)
Gender Gap (Male – Female)
AGE 25 to 54 Age 25 to 54
Can ImmiCan
urbanImm urban Can uni
Imm Uni
Gap in Average minutes Per Day (Population)
0 Employed work 111 111 98 109 98 80
1 Domestic Work -55 -75 -51 -75 -46 -57
2 Care Giving -29 -33 -29 -34 -32 -33
3 Shopping & Services -21 -12 -20 -12 -17 -13
4 Personal Care -25 -13 -26 -11 -16 -2
5 School and Education -5 3 -5 3 -7 -3
6 Organizational, Voluntary and Religious activities -3 -11 -5 -10 -6 -2
7 Entertainment (Attending) -5 3 -1 1 -11 12
8 Sports and Hobbies (participating) 15 4 19 3 23 3
9 Media and Communication 16 24 17 28 13 18
SADH Min/day (WAD)
142 (.099)
145 (.01)
134 (.09)
144(.01)
134 (.09)
113 (.078)
• Dissimilarity by level of disaggregation: Male (Canadian Born – Immigrant) SADH: WAD One-digit: 58 min/day 0.04
Two-digit 85 min/day 0.06Three-digit 101 min/day 0.07
• Required time reallocation: • To achieve equality at one-digit level: i) 58 minutes between one-digit
activities• To achieve equality at two-digit level: i) 58 minutes between one-digit
activities plus another ii) 27 minutes between two-digit activities within same one-digit activity.
• To achieve equality at three-digit level: ii) 58 minutes between one-digit activities plus another ii) 27 between two-digit activities within same one-digit activity plus another iii) 16 minutes between three-digit activities within same two-digit activity.
• Dissimilarity by level of disaggregation: Female (Canadian Born– Immigrant) SADH: WAD One-digit: 43 min/day 0.03
Two-digit 73 min/day 0.05Three-digit 85 min/day 0.06
• Required time reallocation: • To achieve equality at one-digit level: i) 43 minutes between one-digit
activities• To achieve equality at two-digit level: i) 43 minutes between one-digit
activities plus another ii) 30 minutes between two-digit activities within same one-digit activity.
• To achieve equality at three-digit level: ii) 43 minutes between one-digit activities plus another ii) 30 between two-digit activities within same one-digit activity plus another iii) 13 minutes between three-digit activities within same two-digit activity.
Male Female1-Digit 58 432-Digit 58+27=85 43+30=733-Digit 85+16=101 73+13=85
Men 25 to 54 Women 25 to 54
Between
2-DigitBetween 3-
DigitBetween
2-DigitBetween 3-Digit
Average minutes Per Day per participant
Total 27 16 30 13
0 Employed work 0.00 3.84 0.0 0.4
1 Domestic Work 3.55 0.62 13.5 0.9
2 Care Giving 1.19 0.50 1.0 0.7
3 Shopping & Services 1.86 0.44 1.7 0.8
4 Personal Care 5.42 0.22 7.0 1.2
5 School and Education 0.00 0.00 1.1 0.0
6 Organizational, Voluntary and Religious activities 2.64 1.89 1.6 2.3
7 Entertainment (Attending) 1.96 1.13 0.3 0.3
8 Sports and Hobbies (participating) 5.01 6.98 2.6 6.3
9 Media and Communication 5.63 0.74 1.0 0.3
Conclusions:
On time use pattern by immigration status: Most gap in education.
Within Household work: Home maintenance, outdoor work.
Entertainment. Media:• Gender gap among Canadian born and immigrant groups are
remarkably similar.
• On measures of dissimilarity: Sum of absolute deviation halved (SADH) can be reported.
At the lowest level of disaggregation: the base SADH measure
Then at a higher level of aggregation: the marginal SADH, and its decomposed by a lower level of coding.