Category

Name

Symbol

Value assigned

Expected impact

Average value

Standard deviation

Urban pulls and pushes

Tightness of land supply

x1

No shortage at all = 1; slight shortage = 2; balance of supply and demand = 3; relative shortage = 4; extreme shortage = 5

Positive

2.374

0.473

Employment opportunities and income

x2

No difference from rural areas = 1; slightly better than rural areas = 3; much better than rural areas = 5

Positive

4.162

0.382

Infrastructure, education and health care resources

x3

No difference from rural areas = 1; slightly better than rural areas = 3; much better than rural areas = 5

Positive

3.981

0.735

Housing price

x4

Housing price is too low = 1; housing price is low = 2; housing price is medium = 3; housing price is too high = 4; housing price is too high = 5

Negative

4.251

0.203

Requirement of workers’ knowledge and skills

x5

Low requirement = 1; medium requirement = 3; high requirement = 5

Negative

4.132

0.041

Rural pulls and pushes

Vacancy rate of homesteads

x6

No vacancy = 1; sporadic vacancy = 2; vacancy for good reasons = 3; widespread vacancy = 4; hollowed-out village = 5

Positive

3.548

0.752

Agricultural income

x7

Low agricultural income = 1; medium agricultural income = 3; high agricultural income = 5

Negative

2.736

0.387

Infrastructure, education and health care resources

x8

Poor infrastructure and lack of resources = 1; average, but worse than the city = 2; the same as in the city = 3; better than the city = 4

Negative

2.743

0.505

Social security in rural

x9

Lack of coverage = 1; average level of coverage = 3; complete coverage = 5

Negative

2.894

0.478

Intermediary obstacle factors

Household registration system

x10

Strict restrictions on urban household registration = 1; relatively ease in obtaining urban household registration = 3; household registration is not a problem, I have never worried about it = 5

Positive

2.782

0.876

Personal factors

Age

x11

Under 30 = 1; 30 to 40 = 2; 40 to 50 = 3; 50 to 60 = 4; over 60 = 5

Negative

3.273

0.898

Education

x12

Illiterate = 1; elementary school = 2; junior high = 3; senior high = 4; junior college and above = 5

Positive

3.897

0.761

Annual household income

(RMB)

x13

Below 10,000 = 1;

10,000 to 30,000 = 2;

30,000 to 60,000 = 3;

60,000 to 100,000 = 4;

Above 100,000 = 5

Positive

3.568

0.496

Income from non-agricultural sources

x14

Below 20% = 1; 20% - 40% = 2; about 50% = 3; 60% - 80% = 4; above 80% = 5

Positive

2.792

0.274

Homestead location

x15

Far from the city = 1; moderate distance from the city = 3; outskirts of the city = 5

Positive

2.461

0.385

Certificate of homestead property rights

x16

yes = 1; no = 0

Positive

0.621

0.271

Understanding of homestead ownership

x17

Not clear = 1; belongs to the government = 2; belongs to a rural collective = 3; belongs to individuals = 4

Uncertain

3.584

0.754

Preferred ways of compensation

x18

Cash = 1; urban housing = 2; continued dividend payments = 3; swap homestead for social security coverage = 4

Uncertain

1.836

0.236