Finance and Economics Discussion Series: Data for paper 2011-30
♣
Internal Migration in the United States
Raven Molloy, Christopher L. Smith, and Abigail Wozniak
Figure 1: Inter-State Migration Rates Since 1900
| year |
lifetime migration |
5-year migration |
1-year migration |
| 1900 |
0.202 |
0.068 |
|
| 1910 |
0.213 |
0.084 |
|
| 1920 |
0.216 |
0.091 |
|
| 1930 |
0.229 |
0.088 |
|
| 1940 |
0.219 |
0.068 |
|
| 1946 |
|
|
|
| 1947 |
|
|
|
| 1948 |
|
|
0.032 |
| 1949 |
|
|
0.030 |
| 1950 |
0.250 |
0.140 |
0.027 |
| 1951 |
|
|
0.034 |
| 1952 |
|
|
0.033 |
| 1953 |
|
|
0.035 |
| 1954 |
|
|
0.032 |
| 1955 |
|
|
0.031 |
| 1956 |
|
|
0.031 |
| 1957 |
|
|
0.029 |
| 1958 |
|
|
0.031 |
| 1959 |
|
|
0.029 |
| 1960 |
0.266 |
0.134 |
0.030 |
| 1961 |
|
|
0.032 |
| 1962 |
|
|
0.029 |
| 1963 |
|
|
0.033 |
| 1964 |
|
|
0.029 |
| 1965 |
|
|
0.029 |
| 1966 |
|
|
0.032 |
| 1967 |
|
|
0.030 |
| 1968 |
|
|
0.033 |
| 1969 |
|
|
0.032 |
| 1970 |
0.277 |
0.137 |
0.032 |
| 1971 |
|
|
0.031 |
| 1972 |
|
|
|
| 1973 |
|
|
|
| 1974 |
|
|
|
| 1975 |
|
|
|
| 1976 |
|
|
0.028 |
| 1977 |
|
|
|
| 1978 |
|
|
|
| 1979 |
|
|
|
| 1980 |
0.308 |
0.151 |
|
| 1981 |
|
|
0.026 |
| 1982 |
|
|
0.028 |
| 1983 |
|
|
0.025 |
| 1984 |
|
|
0.026 |
| 1985 |
|
|
|
| 1986 |
|
|
0.028 |
| 1987 |
|
|
0.027 |
| 1988 |
|
|
0.028 |
| 1989 |
|
|
0.028 |
| 1990 |
0.317 |
0.145 |
0.031 |
| 1991 |
|
|
0.028 |
| 1992 |
|
|
0.027 |
| 1993 |
|
|
0.026 |
| 1994 |
|
|
0.025 |
| 1995 |
|
|
|
| 1996 |
|
|
0.023 |
| 1997 |
|
|
0.022 |
| 1998 |
|
|
0.022 |
| 1999 |
|
|
0.022 |
| 2000 |
0.319 |
0.139 |
0.022 |
| 2001 |
|
|
0.020 |
| 2002 |
|
|
0.019 |
| 2003 |
|
|
0.018 |
| 2004 |
|
|
0.017 |
| 2005 |
|
|
0.018 |
| 2007 |
|
|
0.014 |
| 2008 |
|
|
0.014 |
| 2009 |
0.313 |
0.128 |
0.013 |
| 2010 |
|
|
0.012 |
Figure 2: Annual Internal Migration Rates panel A, upper left: inter-region migration
| year |
IRS |
CPS |
ACS |
| 1976 |
0.016 |
|
|
| 1977 |
0.016 |
|
|
| 1978 |
0.016 |
|
|
| 1979 |
0.017 |
|
|
| 1980 |
0.017 |
|
|
| 1981 |
0.016 |
|
|
| 1982 |
0.016 |
0.016 |
|
| 1983 |
0.015 |
0.014 |
|
| 1984 |
0.016 |
0.015 |
|
| 1985 |
0.015 |
|
|
| 1986 |
0.015 |
0.016 |
|
| 1987 |
0.015 |
0.015 |
|
| 1988 |
0.015 |
0.013 |
|
| 1989 |
0.014 |
0.013 |
|
| 1990 |
0.015 |
0.015 |
|
| 1991 |
0.014 |
0.014 |
|
| 1992 |
0.014 |
0.013 |
|
| 1993 |
0.014 |
0.012 |
|
| 1994 |
0.014 |
0.012 |
|
| 1995 |
0.014 |
|
|
| 1996 |
0.013 |
0.012 |
|
| 1997 |
0.014 |
0.012 |
|
| 1998 |
0.013 |
0.012 |
|
| 1999 |
0.013 |
0.012 |
|
| 2000 |
0.013 |
0.011 |
|
| 2001 |
0.013 |
0.009 |
|
| 2002 |
0.013 |
0.010 |
|
| 2003 |
0.012 |
0.009 |
|
| 2004 |
0.012 |
0.009 |
|
| 2005 |
0.013 |
0.011 |
0.013 |
| 2006 |
0.013 |
0.008 |
0.013 |
| 2007 |
0.013 |
0.007 |
0.012 |
| 2008 |
0.013 |
0.007 |
0.012 |
| 2009 |
|
0.008 |
0.011 |
| 2010 |
|
0.007 |
|
Figure 2: Annual Internal Migration Rates panel B, upper right: inter-state migration
| year |
IRS |
CPS |
ACS |
| 1976 |
0.029 |
0.027 |
|
| 1977 |
0.030 |
|
|
| 1978 |
0.030 |
|
|
| 1979 |
0.032 |
|
|
| 1980 |
0.032 |
|
|
| 1981 |
0.029 |
0.025 |
|
| 1982 |
0.030 |
0.027 |
|
| 1983 |
0.027 |
0.025 |
|
| 1984 |
0.029 |
0.026 |
|
| 1985 |
0.028 |
|
|
| 1986 |
0.028 |
0.028 |
|
| 1987 |
0.028 |
0.026 |
|
| 1988 |
0.027 |
0.027 |
|
| 1989 |
0.027 |
0.026 |
|
| 1990 |
0.028 |
0.030 |
|
| 1991 |
0.026 |
0.026 |
|
| 1992 |
0.026 |
0.026 |
|
| 1993 |
0.026 |
0.024 |
|
| 1994 |
0.026 |
0.023 |
|
| 1995 |
0.027 |
|
|
| 1996 |
0.026 |
0.024 |
|
| 1997 |
0.026 |
0.023 |
|
| 1998 |
0.026 |
0.022 |
|
| 1999 |
0.025 |
0.023 |
|
| 2000 |
0.025 |
0.024 |
|
| 2001 |
0.025 |
0.020 |
|
| 2002 |
0.024 |
0.020 |
|
| 2003 |
0.023 |
0.019 |
|
| 2004 |
0.023 |
0.018 |
|
| 2005 |
0.024 |
0.019 |
0.025 |
| 2006 |
0.026 |
0.017 |
0.025 |
| 2007 |
0.025 |
0.015 |
0.023 |
| 2008 |
0.024 |
0.014 |
0.022 |
| 2009 |
|
0.014 |
0.021 |
| 2010 |
|
0.013 |
|
Figure 2: Annual Internal Migration Rates panel C, lower left: inter-MSA migration
| year |
IRS |
ACS |
| 1984 |
0.035 |
|
| 1985 |
0.035 |
|
| 1986 |
0.036 |
|
| 1987 |
0.036 |
|
| 1988 |
0.035 |
|
| 1989 |
0.034 |
|
| 1990 |
0.034 |
|
| 1991 |
0.032 |
|
| 1992 |
0.031 |
|
| 1993 |
0.031 |
|
| 1994 |
0.031 |
|
| 1995 |
0.032 |
|
| 1996 |
0.031 |
|
| 1997 |
0.031 |
|
| 1998 |
0.031 |
|
| 1999 |
0.030 |
|
| 2000 |
0.030 |
|
| 2001 |
0.030 |
|
| 2002 |
0.029 |
|
| 2003 |
0.028 |
|
| 2004 |
0.028 |
|
| 2005 |
0.029 |
0.032 |
| 2006 |
0.031 |
0.032 |
| 2007 |
0.030 |
0.029 |
| 2008 |
0.029 |
0.028 |
| 2009 |
|
0.027 |
Figure 2: Annual Internal Migration Rates panel D, lower right inter-county migration
| year |
IRS |
CPS |
ACS |
| 1981 |
0.062 |
0.110 |
|
| 1982 |
0.062 |
0.109 |
|
| 1983 |
0.060 |
0.107 |
|
| 1984 |
0.064 |
0.109 |
|
| 1985 |
|
|
|
| 1986 |
0.066 |
0.119 |
|
| 1987 |
0.065 |
0.122 |
|
| 1988 |
0.061 |
0.116 |
|
| 1989 |
0.062 |
0.116 |
|
| 1990 |
0.065 |
0.113 |
|
| 1991 |
0.060 |
0.111 |
|
| 1992 |
0.059 |
0.112 |
|
| 1993 |
0.057 |
0.111 |
|
| 1994 |
0.056 |
0.109 |
|
| 1995 |
|
|
|
| 1996 |
0.052 |
0.108 |
|
| 1997 |
0.050 |
0.109 |
|
| 1998 |
0.049 |
0.106 |
|
| 1999 |
0.050 |
0.105 |
|
| 2000 |
0.053 |
0.100 |
|
| 2001 |
0.045 |
0.089 |
|
| 2002 |
0.045 |
0.090 |
|
| 2003 |
0.042 |
0.088 |
|
| 2004 |
0.042 |
0.082 |
|
| 2005 |
0.041 |
0.081 |
0.099 |
| 2006 |
0.041 |
0.082 |
0.094 |
| 2007 |
0.035 |
0.080 |
0.089 |
| 2008 |
0.032 |
0.073 |
0.087 |
| 2009 |
0.032 |
0.078 |
0.095 |
| 2010 |
0.030 |
0.083 |
|
Figure 3: Net Migration by Census Division
| year |
New england and mid atlantic |
North Central |
South Atlantic |
South Central |
Mountain |
Pacific |
| 1975 |
-0.0060 |
-0.0046 |
0.0038 |
0.0074 |
0.0103 |
0.0037 |
| 1976 |
-0.0075 |
-0.0043 |
0.0048 |
0.0070 |
0.0131 |
0.0035 |
| 1977 |
-0.0081 |
-0.0050 |
0.0065 |
0.0061 |
0.0153 |
0.0040 |
| 1978 |
-0.0083 |
-0.0063 |
0.0076 |
0.0061 |
0.0187 |
0.0038 |
| 1979 |
-0.0075 |
-0.0066 |
0.0090 |
0.0055 |
0.0149 |
0.0030 |
| 1980 |
-0.0054 |
-0.0075 |
0.0078 |
0.0064 |
0.0132 |
0.0019 |
| 1981 |
-0.0051 |
-0.0095 |
0.0063 |
0.0108 |
0.0129 |
0.0013 |
| 1982 |
-0.0036 |
-0.0073 |
0.0079 |
0.0049 |
0.0067 |
0.0019 |
| 1983 |
-0.0037 |
-0.0066 |
0.0100 |
0.0014 |
0.0059 |
0.0025 |
| 1984 |
-0.0038 |
-0.0064 |
0.0102 |
0.0001 |
0.0051 |
0.0038 |
| 1985 |
-0.0039 |
-0.0057 |
0.0105 |
-0.0011 |
0.0044 |
0.0038 |
| 1986 |
-0.0037 |
-0.0040 |
0.0115 |
-0.0050 |
0.0023 |
0.0045 |
| 1987 |
-0.0038 |
-0.0028 |
0.0107 |
-0.0049 |
-0.0002 |
0.0041 |
| 1988 |
-0.0048 |
-0.0023 |
0.0096 |
-0.0025 |
0.0008 |
0.0023 |
| 1989 |
-0.0060 |
-0.0016 |
0.0087 |
-0.0008 |
0.0035 |
0.0007 |
| 1990 |
-0.0070 |
-0.0010 |
0.0067 |
0.0016 |
0.0091 |
-0.0017 |
| 1991 |
-0.0069 |
-0.0009 |
0.0056 |
0.0028 |
0.0116 |
-0.0031 |
| 1992 |
-0.0057 |
-0.0008 |
0.0058 |
0.0034 |
0.0149 |
-0.0075 |
| 1993 |
-0.0059 |
-0.0013 |
0.0066 |
0.0042 |
0.0177 |
-0.0095 |
| 1994 |
-0.0064 |
-0.0005 |
0.0063 |
0.0030 |
0.0154 |
-0.0079 |
| 1995 |
-0.0061 |
-0.0008 |
0.0058 |
0.0026 |
0.0114 |
-0.0054 |
| 1996 |
-0.0064 |
-0.0020 |
0.0063 |
0.0020 |
0.0101 |
-0.0025 |
| 1997 |
-0.0054 |
-0.0026 |
0.0059 |
0.0022 |
0.0079 |
-0.0016 |
| 1998 |
-0.0043 |
-0.0019 |
0.0053 |
0.0010 |
0.0074 |
-0.0019 |
| 1999 |
-0.0040 |
-0.0019 |
0.0056 |
0.0005 |
0.0072 |
-0.0022 |
| 2000 |
-0.0038 |
-0.0026 |
0.0057 |
-0.0000 |
0.0070 |
-0.0007 |
| 2001 |
-0.0039 |
-0.0027 |
0.0062 |
0.0010 |
0.0066 |
-0.0022 |
| 2002 |
-0.0039 |
-0.0023 |
0.0059 |
0.0013 |
0.0053 |
-0.0022 |
| 2003 |
-0.0058 |
-0.0026 |
0.0077 |
0.0017 |
0.0081 |
-0.0033 |
| 2004 |
-0.0068 |
-0.0028 |
0.0081 |
0.0027 |
0.0107 |
-0.0048 |
| 2005 |
-0.0066 |
-0.0026 |
0.0073 |
0.0025 |
0.0126 |
-0.0051 |
| 2006 |
-0.0056 |
-0.0028 |
0.0043 |
0.0057 |
0.0097 |
-0.0048 |
| 2007 |
-0.0041 |
-0.0029 |
0.0025 |
0.0048 |
0.0061 |
-0.0019 |
Figure 4: Negative Equity and Changes in Migration 2006-2009
| state |
X-axis: share of household with negative equity |
y-axis, panel A: change in mobility, CPS |
y-axis, panel B: change in mobility, ACS |
| Alabama |
7.8 |
-1.1 |
-0.1 |
| Alaska |
9.9 |
-1.7 |
-0.1 |
| Arizona |
49.0 |
-1.9 |
-0.3 |
| Arkansas |
11.7 |
-0.7 |
-1.0 |
| California |
34.8 |
-0.2 |
-1.1 |
| Colorado |
19.4 |
-1.1 |
-1.0 |
| Connecticut |
11.0 |
-1.5 |
-0.6 |
| Delaware |
14.1 |
-0.9 |
-0.2 |
| Florida |
45.7 |
-1.0 |
-1.0 |
| Georgia |
25.3 |
-0.7 |
-0.4 |
| Hawaii |
8.6 |
-2.1 |
-0.1 |
| Idaho |
20.7 |
-2.0 |
-1.4 |
| Illinois |
19.2 |
-0.7 |
-1.1 |
| Indiana |
9.5 |
-0.7 |
-0.2 |
| Iowa |
9.2 |
-1.1 |
-1.2 |
| Kansas |
10.5 |
-1.9 |
-0.6 |
| Kentucky |
9.1 |
-2.7 |
-0.5 |
| Louisiana |
11.8 |
-11.6 |
-6.3 |
| Maine |
9.7 |
-0.9 |
0.3 |
| Maryland |
22.0 |
-0.9 |
-1.1 |
| Massachusetts |
15.7 |
-0.9 |
-0.9 |
| Michigan |
37.7 |
0.2 |
-0.2 |
| Minnesota |
15.9 |
-1.6 |
-0.3 |
| Mississippi |
23.9 |
-0.8 |
-1.2 |
| Missouri |
14.4 |
-2.5 |
-1.2 |
| Montana |
6.6 |
-1.6 |
-1.1 |
| Nebraska |
9.2 |
-2.8 |
-0.8 |
| Nevada |
66.6 |
0.9 |
-0.3 |
| New Hampshire |
18.7 |
1.1 |
1.1 |
| New Jersey |
15.6 |
-1.8 |
-1.1 |
| New Mexico |
11.5 |
-0.9 |
0.1 |
| New York |
6.2 |
-0.5 |
-1.1 |
| North Carolina |
9.4 |
-3.0 |
-0.5 |
| North Dakota |
8.3 |
-0.1 |
-0.4 |
| Ohio |
20.0 |
0.6 |
-0.5 |
| Oklahoma |
6.1 |
-2.3 |
-0.6 |
| Oregon |
14.6 |
-0.9 |
-1.2 |
| Pennsylvania |
7.5 |
-0.3 |
-0.3 |
| Rhode Island |
16.4 |
-0.0 |
-0.6 |
| South Carolina |
12.5 |
-0.9 |
-0.6 |
| Tennessee |
13.5 |
0.1 |
-0.5 |
| Texas |
11.3 |
-0.6 |
-1.1 |
| Utah |
19.2 |
-1.8 |
-0.9 |
| Virginia |
24.0 |
-3.1 |
-0.8 |
| Washington |
14.8 |
-0.7 |
-0.9 |
| West Virginia |
4.4 |
2.7 |
0.1 |
| Wisconsin |
14.3 |
-1.6 |
-0.7 |
| Wyoming |
15.2 |
-5.2 |
-0.9 |
| Each panel also plots a regression line through the scatterplot. |
|
|
|
| For panel A, the regression equation is: change in migration = -1.678 + 0.25 * percent negative equity. The standard error on the constant is 0.5 and on the negative equity coefficient is 0.024. |
|
|
|
| For panel B, the regression equation is: change in migration = -0.786 + 0.002 * percent negative equity. The standard error on the constant is 0.242 and on the negative equity coefficient is 0.012. |
|
|
|
Figure 5: Fraction of the Population in 2005 that Moved Residence in the Previous Year
| country |
percent having moved in last year |
| Finland |
14.10 |
| Denmark |
13.69 |
| United States |
11.79 |
| Great Britain |
11.34 |
| France |
11.17 |
| Ireland |
10.83 |
| Latvia |
10.47 |
| Northern Ireland |
10.13 |
| Germany West |
8.88 |
| Estonia |
7.94 |
| Sweden |
6.47 |
| Spain |
6.45 |
| The Netherlands |
6.40 |
| Hungary |
6.23 |
| Lithuania |
6.05 |
| Greece |
5.88 |
| Austria |
4.74 |
| Slovenia |
4.33 |
| Italy |
3.99 |
| Poland |
3.66 |
| Luxembourg |
3.62 |
| Belgium |
3.59 |
| Cyprus (Republic) |
3.24 |
| Czech Republic |
2.55 |
| Slovakia |
2.01 |
| Portugal |
1.72 |