robin naylorppe society 30 th november 2009 1 socio-economic mobility and higher education 1.some...

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Robin Naylor PPE Society 30 th November 2009 1 Socio-economic Mobility and Higher Education 1. Some evidence on inter-generational mobility 2. The role of education 3. Returns to higher education 4. What has sex got to do with it? 5. Why is it more important to do well at university?

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Robin Naylor PPE Society 30th November 2009

1

Socio-economic Mobility and Higher Education

1. Some evidence on inter-generational mobility

2. The role of education

3. Returns to higher education

4. What has sex got to do with it?

5. Why is it more important to do well at university?

Robin Naylor PPE Society 30th November 2009

2

Socio-economic Mobility and Higher Education

1. Evidence on inter-generational mobility

i. What would perfect mobility (= zero persistence) look like (S3)?

ii. Absolute immobility/persistence (S4)?

iii. Partial mobility/persistence (S5-6)?

iv. The evidence for the Nordic countries, the US and the UK:

a) What would you expect?

b) (The American Dream vs the rigidity of the Nanny State?

c) The evidence . . . (S7)

d) Digging deeper . . . Non-linearity

Robin Naylor PPE Society 30th November 2009

3

Socio-economic Mobility and Higher Education

1. Evidence on inter-generational mobility

Yt-1

Yt

Yt = Yt-1

Perfect Mobility

x

x

x

x

x

x

x

x

xx

x

x

x

x

Robin Naylor PPE Society 30th November 2009

4

Socio-economic Mobility and Higher Education

1. Evidence on inter-generational mobility

Yt-1

Yt

Yt = Yt-1

Perfect Immobility

x

x

x

x

x

x

x

x

xx

x

x

xx

Robin Naylor PPE Society 30th November 2009

5

Socio-economic Mobility and Higher Education

1. Evidence on inter-generational mobility

Yt-1

Yt

Yt = Yt-1

Imperfect Mobility

x

xx

xxx

x

xx

xx x

x x

Robin Naylor PPE Society 30th November 2009

6

Socio-economic Mobility and Higher Education

1. Evidence on inter-generational mobility

Yt-1

Yt

Yt = Yt-1

Regression line

x

xx

xxx

x

xx

xx x

x x

Robin Naylor PPE Society 30th November 2009

7

Socio-economic Mobility and Higher Education

1. Evidence on inter-generational mobility

Yt-1

Yt

Yt = Yt-1

The US and Norway: which is which?

And where is the UK?

Robin Naylor PPE Society 30th November 2009

8

Socio-economic Mobility and Higher Education

1. Evidence on inter-generational mobility . . . Digging deeper

Yt-1

Yt

Yt = Yt-1

Flat-bottoms?

x

x

xxx x

xx

xx

xx

xx

Robin Naylor PPE Society 30th November 2009

9

Socio-economic Mobility and Higher Education

Digging deeper – Transition Matrices

SonFather oq1 oq2 oq3 oq4 oq5 fq1 0.303 0.235 0.165 0.174 0.122fq2 0.241 0.227 0.182 0.193 0.157fq3 0.188 0.195 0.227 0.206 0.184fq4 0.161 0.175 0.229 0.195 0.240fq5 0.107 0.168 0.197 0.231 0.297

An Intergenerational Income Mobility Transition Matrix: Father/Son; UK

Source: Naylor et al., using NCDS 1958 birth cohort data.

Robin Naylor PPE Society 30th November 2009

10

Socio-economic Mobility and Higher Education

Digging deeper – Transition Matrices

SonFather oq1 oq2 oq3 oq4 oq5 fq1 0.303 0.122fq2 fq3 fq4 fq5 0.107 0.297

An Intergenerational Income Mobility Transition Matrix: Father/Son; UK

Robin Naylor PPE Society 30th November 2009

11

Socio-economic Mobility and Higher Education

Digging deeper – Transition Matrices

SonFather oq1 oq2 oq3 oq4 oq5 fq1 0.282 0.119fq2 fq3 fq4 fq5 0.146 0.354

An Intergenerational Income Mobility Transition Matrix: Father/Son; Norway

Less persistence at bottom in Norway than UK

More downward mobility in Norway than UK But High persistence at top

Robin Naylor PPE Society 30th November 2009

12

Socio-economic Mobility and Higher Education

Digging deeper – Transition Matrices

SonFather oq1 oq2 oq3 oq4 oq5 fq1 0.422 0.079fq2 fq3 fq4 fq5 0.095 0.360

An Intergenerational Income Mobility Transition Matrix: Father/Son; US

Very high persistence at bottom

Very little downward mobility in the US

Robin Naylor PPE Society 30th November 2009

13

Socio-economic Mobility and Higher Education

Why do we observe this flat-bottom pattern in the Nordic countries, but not in the UK or the US?

Hypotheses . . . ?

Robin Naylor PPE Society 30th November 2009

14

Socio-economic Mobility and Higher Education

1. Some evidence on inter-generational mobility

2. The role of education

3. Returns to higher education

4. What has sex got to do with it?

5. Why is it more important to do well at university?

Robin Naylor PPE Society 30th November 2009

15

Socio-economic Mobility and Higher Education

Pattern of mobility reflects educational structures

1012

1416

Mea

n ye

ars

of s

choo

ling

6 8 10 12

Denmark

1012

1416

6 8 10 12

Finland10

1214

16M

ean

yea

rs o

f sch

oolin

g

6 8 10 12

Norway

1012

1416

9 10 11 12 13

US

Robin Naylor PPE Society 30th November 2009

16

Socio-economic Mobility and Higher Education

Changes over time: Pattern of mobility reflects educational structures

Note some evidence for the UK regarding changes in mobility over time following policy regime changes:

(i) Intergenerational Mobility of 1958 birth cohort greater than that of their parents

(comprehensive education, HE expansion)

(ii) Intergenerational Mobility of 1970 birth cohort less than that of the 1958 birth cohort

(HE expansion coupled with switch from grants to loans)

Robin Naylor PPE Society 30th November 2009

17

Socio-economic Mobility and Higher Education

1. Some evidence on inter-generational mobility

2. The role of education

3. Returns to higher education

4. What has sex got to do with it?

5. Why is it more important to do well at university?

Robin Naylor PPE Society 30th November 2009

18

Socio-economic Mobility and Higher Education

Current Policy Debate in the UK: Higher Fees/Differential Fees

Evidence from:

BCS70 (Smith, Naylor and Bratti) and from USR-HESA data (Smith and Naylor)

to show substantial and significant variation in the returns to a degree (around average of circa 18%) according to:

Subject Studied, Institution

Implications are . . . ?

Robin Naylor PPE Society 30th November 2009

19

Socio-economic Mobility and Higher Education

But . . .

evidence also shows substantial and significant variation in the returns to a degree according to:

school background

social class background

degree class: the premium for a degree (relative to A-levels) of:

20% for a 2.1 or 1st

10% for a 2.2 or lower

Implications are . . . ?

Robin Naylor PPE Society 30th November 2009

20

Socio-economic Mobility and Higher Education

Evidence also shows differences in HE performance by school background.

Implication is . . .?

Robin Naylor PPE Society 30th November 2009

21

Socio-economic Mobility and Higher Education

1. Some evidence on inter-generational mobility

2. The role of education

3. Returns to higher education

4. What has sex got to do with it?

5. Why is it more important to do well at university?

Robin Naylor PPE Society 30th November 2009

22

Socio-economic Mobility and Higher Education Empirical indicators of marital sorting

Denmark Finland Norway UK US

Correlations in educational attainment

Female cohort members

Dk No UK US

self vs. husband .433 .495 .533 .562

her father vs. her mother .476 .489 .571 .627

her father vs. his father .153 .244 .359

Robin Naylor PPE Society 30th November 2009

23

Socio-economic Mobility and Higher Education

1. Some evidence on inter-generational mobility

2. The role of education

3. Returns to higher education

4. What has sex got to do with it?

5. Why is it more important to do well at university?

Robin Naylor PPE Society 30th November 2009

24

Socio-economic Mobility and Higher Education Figure 5a: Coefficients on degree class variables over time ( constant earnings) - Males

-0.12

-0.10

-0.08

-0.06

-0.04

-0.02

0.00

0.02

0.04

0.06

0.08

1985 1986 1987 1988 1989 1990 1991 1992 1993 1994 1995 1996 1997 1998

Year

Coe

ff

First 2:2 Third Other