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GSS 1972-2021 Cumulative Datafile - Release 3b


scientrescientists not religious
Text of this Question or Item
Scientists are not likely to be very religious people. 
Do you strongly agree, agree, disagree, or strongly disagree?
Cells contain:
-Valid row pct.
-N of cases
scientre
1
strongly agree
2
agree
3
disagree
4
strongly disagree
.d
don't know
.i
iap
.n
no answer
ROW
TOTAL
year 1972 -
0
-
0
-
0
-
0
-
0
-
1,613
-
0
-
1,613
1973 -
0
-
0
-
0
-
0
-
0
-
1,504
-
0
-
1,504
1974 -
0
-
0
-
0
-
0
-
0
-
1,484
-
0
-
1,484
1975 -
0
-
0
-
0
-
0
-
0
-
1,490
-
0
-
1,490
1976 -
0
-
0
-
0
-
0
-
0
-
1,499
-
0
-
1,499
1977 -
0
-
0
-
0
-
0
-
0
-
1,530
-
0
-
1,530
1978 -
0
-
0
-
0
-
0
-
0
-
1,532
-
0
-
1,532
1980 -
0
-
0
-
0
-
0
-
0
-
1,468
-
0
-
1,468
1982 -
0
-
0
-
0
-
0
-
0
-
1,860
-
0
-
1,860
1983 -
0
-
0
-
0
-
0
-
0
-
1,599
-
0
-
1,599
1984 -
0
-
0
-
0
-
0
-
0
-
1,473
-
0
-
1,473
1985 -
0
-
0
-
0
-
0
-
0
-
1,534
-
0
-
1,534
1986 -
0
-
0
-
0
-
0
-
0
-
1,470
-
0
-
1,470
1987 -
0
-
0
-
0
-
0
-
0
-
1,819
-
0
-
1,819
1988 -
0
-
0
-
0
-
0
-
0
-
1,481
-
0
-
1,481
1989 -
0
-
0
-
0
-
0
-
0
-
1,537
-
0
-
1,537
1990 -
0
-
0
-
0
-
0
-
0
-
1,372
-
0
-
1,372
1991 -
0
-
0
-
0
-
0
-
0
-
1,517
-
0
-
1,517
1993 -
0
-
0
-
0
-
0
-
0
-
1,606
-
0
-
1,606
1994 -
0
-
0
-
0
-
0
-
0
-
2,992
-
0
-
2,992
1996 -
0
-
0
-
0
-
0
-
0
-
2,904
-
0
-
2,904
1998 -
0
-
0
-
0
-
0
-
0
-
2,832
-
0
-
2,832
2000 -
0
-
0
-
0
-
0
-
0
-
2,817
-
0
-
2,817
2002 -
0
-
0
-
0
-
0
-
0
-
2,765
-
0
-
2,765
2004 -
0
-
0
-
0
-
0
-
0
-
2,812
-
0
-
2,812
2006 -
0
-
0
-
0
-
0
-
0
-
4,510
-
0
-
4,510
2008 -
0
-
0
-
0
-
0
-
0
-
2,023
-
0
-
2,023
2010 -
0
-
0
-
0
-
0
-
0
-
2,044
-
0
-
2,044
2012 6.5
28
35.0
151
53.0
229
5.6
24
-
79
-
1,457
-
6
100.0
1,974
2014 -
0
-
0
-
0
-
0
-
0
-
2,538
-
0
-
2,538
2016 -
0
-
0
-
0
-
0
-
0
-
2,867
-
0
-
2,867
2018 -
0
-
0
-
0
-
0
-
0
-
2,348
-
0
-
2,348
2021 -
0
-
0
-
0
-
0
-
0
-
4,032
-
0
-
4,032
COL TOTAL 6.5
28
35.0
151
53.0
229
5.6
24
-
79
-
68,329
-
6
100.0
68,846
Properties
Data type: numeric
Missing-data codes: .d,.i,.j,.m,.n,.p,.q,.r,.s,.u,.x,.y,.z
scientwkscientists only interested in work
Text of this Question or Item
Scientists have few other interests but their work. 
Do you strongly agree, agree, disagree, or strongly disagree?
Cells contain:
-Valid row pct.
-N of cases
scientwk
1
strongly agree
2
agree
3
disagree
4
strongly disagree
.d
don't know
.i
iap
.n
no answer
ROW
TOTAL
year 1972 -
0
-
0
-
0
-
0
-
0
-
1,613
-
0
-
1,613
1973 -
0
-
0
-
0
-
0
-
0
-
1,504
-
0
-
1,504
1974 -
0
-
0
-
0
-
0
-
0
-
1,484
-
0
-
1,484
1975 -
0
-
0
-
0
-
0
-
0
-
1,490
-
0
-
1,490
1976 -
0
-
0
-
0
-
0
-
0
-
1,499
-
0
-
1,499
1977 -
0
-
0
-
0
-
0
-
0
-
1,530
-
0
-
1,530
1978 -
0
-
0
-
0
-
0
-
0
-
1,532
-
0
-
1,532
1980 -
0
-
0
-
0
-
0
-
0
-
1,468
-
0
-
1,468
1982 -
0
-
0
-
0
-
0
-
0
-
1,860
-
0
-
1,860
1983 -
0
-
0
-
0
-
0
-
0
-
1,599
-
0
-
1,599
1984 -
0
-
0
-
0
-
0
-
0
-
1,473
-
0
-
1,473
1985 -
0
-
0
-
0
-
0
-
0
-
1,534
-
0
-
1,534
1986 -
0
-
0
-
0
-
0
-
0
-
1,470
-
0
-
1,470
1987 -
0
-
0
-
0
-
0
-
0
-
1,819
-
0
-
1,819
1988 -
0
-
0
-
0
-
0
-
0
-
1,481
-
0
-
1,481
1989 -
0
-
0
-
0
-
0
-
0
-
1,537
-
0
-
1,537
1990 -
0
-
0
-
0
-
0
-
0
-
1,372
-
0
-
1,372
1991 -
0
-
0
-
0
-
0
-
0
-
1,517
-
0
-
1,517
1993 -
0
-
0
-
0
-
0
-
0
-
1,606
-
0
-
1,606
1994 -
0
-
0
-
0
-
0
-
0
-
2,992
-
0
-
2,992
1996 -
0
-
0
-
0
-
0
-
0
-
2,904
-
0
-
2,904
1998 -
0
-
0
-
0
-
0
-
0
-
2,832
-
0
-
2,832
2000 -
0
-
0
-
0
-
0
-
0
-
2,817
-
0
-
2,817
2002 -
0
-
0
-
0
-
0
-
0
-
2,765
-
0
-
2,765
2004 -
0
-
0
-
0
-
0
-
0
-
2,812
-
0
-
2,812
2006 -
0
-
0
-
0
-
0
-
0
-
4,510
-
0
-
4,510
2008 -
0
-
0
-
0
-
0
-
0
-
2,023
-
0
-
2,023
2010 -
0
-
0
-
0
-
0
-
0
-
2,044
-
0
-
2,044
2012 3.4
15
33.0
147
58.3
260
5.4
24
-
67
-
1,457
-
4
100.0
1,974
2014 -
0
-
0
-
0
-
0
-
0
-
2,538
-
0
-
2,538
2016 -
0
-
0
-
0
-
0
-
0
-
2,867
-
0
-
2,867
2018 -
0
-
0
-
0
-
0
-
0
-
2,348
-
0
-
2,348
2021 -
0
-
0
-
0
-
0
-
0
-
4,032
-
0
-
4,032
COL TOTAL 3.4
15
33.0
147
58.3
260
5.4
24
-
67
-
68,329
-
4
100.0
68,846
Properties
Data type: numeric
Missing-data codes: .d,.i,.j,.m,.n,.p,.q,.r,.s,.u,.x,.y,.z
scientmoscientists earn less
Text of this Question or Item
Scientists earn less than other people with equally demanding jobs. 
Do you strongly agree, agree, disagree, or strongly disagree?
Cells contain:
-Valid row pct.
-N of cases
scientmo
1
strongly agree
2
agree
3
disagree
4
strongly disagree
.d
don't know
.i
iap
.n
no answer
ROW
TOTAL
year 1972 -
0
-
0
-
0
-
0
-
0
-
1,613
-
0
-
1,613
1973 -
0
-
0
-
0
-
0
-
0
-
1,504
-
0
-
1,504
1974 -
0
-
0
-
0
-
0
-
0
-
1,484
-
0
-
1,484
1975 -
0
-
0
-
0
-
0
-
0
-
1,490
-
0
-
1,490
1976 -
0
-
0
-
0
-
0
-
0
-
1,499
-
0
-
1,499
1977 -
0
-
0
-
0
-
0
-
0
-
1,530
-
0
-
1,530
1978 -
0
-
0
-
0
-
0
-
0
-
1,532
-
0
-
1,532
1980 -
0
-
0
-
0
-
0
-
0
-
1,468
-
0
-
1,468
1982 -
0
-
0
-
0
-
0
-
0
-
1,860
-
0
-
1,860
1983 -
0
-
0
-
0
-
0
-
0
-
1,599
-
0
-
1,599
1984 -
0
-
0
-
0
-
0
-
0
-
1,473
-
0
-
1,473
1985 -
0
-
0
-
0
-
0
-
0
-
1,534
-
0
-
1,534
1986 -
0
-
0
-
0
-
0
-
0
-
1,470
-
0
-
1,470
1987 -
0
-
0
-
0
-
0
-
0
-
1,819
-
0
-
1,819
1988 -
0
-
0
-
0
-
0
-
0
-
1,481
-
0
-
1,481
1989 -
0
-
0
-
0
-
0
-
0
-
1,537
-
0
-
1,537
1990 -
0
-
0
-
0
-
0
-
0
-
1,372
-
0
-
1,372
1991 -
0
-
0
-
0
-
0
-
0
-
1,517
-
0
-
1,517
1993 -
0
-
0
-
0
-
0
-
0
-
1,606
-
0
-
1,606
1994 -
0
-
0
-
0
-
0
-
0
-
2,992
-
0
-
2,992
1996 -
0
-
0
-
0
-
0
-
0
-
2,904
-
0
-
2,904
1998 -
0
-
0
-
0
-
0
-
0
-
2,832
-
0
-
2,832
2000 -
0
-
0
-
0
-
0
-
0
-
2,817
-
0
-
2,817
2002 -
0
-
0
-
0
-
0
-
0
-
2,765
-
0
-
2,765
2004 -
0
-
0
-
0
-
0
-
0
-
2,812
-
0
-
2,812
2006 -
0
-
0
-
0
-
0
-
0
-
4,510
-
0
-
4,510
2008 -
0
-
0
-
0
-
0
-
0
-
2,023
-
0
-
2,023
2010 -
0
-
0
-
0
-
0
-
0
-
2,044
-
0
-
2,044
2012 3.7
15
20.4
83
70.3
286
5.7
23
-
106
-
1,457
-
4
100.0
1,974
2014 -
0
-
0
-
0
-
0
-
0
-
2,538
-
0
-
2,538
2016 -
0
-
0
-
0
-
0
-
0
-
2,867
-
0
-
2,867
2018 -
0
-
0
-
0
-
0
-
0
-
2,348
-
0
-
2,348
2021 -
0
-
0
-
0
-
0
-
0
-
4,032
-
0
-
4,032
COL TOTAL 3.7
15
20.4
83
70.3
286
5.7
23
-
106
-
68,329
-
4
100.0
68,846
Properties
Data type: numeric
Missing-data codes: .d,.i,.j,.m,.n,.p,.q,.r,.s,.u,.x,.y,.z
scientbrbeing a scientist boring
Text of this Question or Item
A job as a scientist would be boring. 
Do you strongly agree, agree, disagree, or strongly disagree?
Cells contain:
-Valid row pct.
-N of cases
scientbr
1
strongly agree
2
agree
3
disagree
4
strongly disagree
.d
don't know
.i
iap
.n
no answer
ROW
TOTAL
year 1972 -
0
-
0
-
0
-
0
-
0
-
1,613
-
0
-
1,613
1973 -
0
-
0
-
0
-
0
-
0
-
1,504
-
0
-
1,504
1974 -
0
-
0
-
0
-
0
-
0
-
1,484
-
0
-
1,484
1975 -
0
-
0
-
0
-
0
-
0
-
1,490
-
0
-
1,490
1976 -
0
-
0
-
0
-
0
-
0
-
1,499
-
0
-
1,499
1977 -
0
-
0
-
0
-
0
-
0
-
1,530
-
0
-
1,530
1978 -
0
-
0
-
0
-
0
-
0
-
1,532
-
0
-
1,532
1980 -
0
-
0
-
0
-
0
-
0
-
1,468
-
0
-
1,468
1982 -
0
-
0
-
0
-
0
-
0
-
1,860
-
0
-
1,860
1983 -
0
-
0
-
0
-
0
-
0
-
1,599
-
0
-
1,599
1984 -
0
-
0
-
0
-
0
-
0
-
1,473
-
0
-
1,473
1985 -
0
-
0
-
0
-
0
-
0
-
1,534
-
0
-
1,534
1986 -
0
-
0
-
0
-
0
-
0
-
1,470
-
0
-
1,470
1987 -
0
-
0
-
0
-
0
-
0
-
1,819
-
0
-
1,819
1988 -
0
-
0
-
0
-
0
-
0
-
1,481
-
0
-
1,481
1989 -
0
-
0
-
0
-
0
-
0
-
1,537
-
0
-
1,537
1990 -
0
-
0
-
0
-
0
-
0
-
1,372
-
0
-
1,372
1991 -
0
-
0
-
0
-
0
-
0
-
1,517
-
0
-
1,517
1993 -
0
-
0
-
0
-
0
-
0
-
1,606
-
0
-
1,606
1994 -
0
-
0
-
0
-
0
-
0
-
2,992
-
0
-
2,992
1996 -
0
-
0
-
0
-
0
-
0
-
2,904
-
0
-
2,904
1998 -
0
-
0
-
0
-
0
-
0
-
2,832
-
0
-
2,832
2000 -
0
-
0
-
0
-
0
-
0
-
2,817
-
0
-
2,817
2002 -
0
-
0
-
0
-
0
-
0
-
2,765
-
0
-
2,765
2004 -
0
-
0
-
0
-
0
-
0
-
2,812
-
0
-
2,812
2006 -
0
-
0
-
0
-
0
-
0
-
4,510
-
0
-
4,510
2008 -
0
-
0
-
0
-
0
-
0
-
2,023
-
0
-
2,023
2010 -
0
-
0
-
0
-
0
-
0
-
2,044
-
0
-
2,044
2012 2.1
10
14.7
71
69.7
336
13.5
65
-
32
-
1,457
-
3
100.0
1,974
2014 -
0
-
0
-
0
-
0
-
0
-
2,538
-
0
-
2,538
2016 -
0
-
0
-
0
-
0
-
0
-
2,867
-
0
-
2,867
2018 -
0
-
0
-
0
-
0
-
0
-
2,348
-
0
-
2,348
2021 -
0
-
0
-
0
-
0
-
0
-
4,032
-
0
-
4,032
COL TOTAL 2.1
10
14.7
71
69.7
336
13.5
65
-
32
-
68,329
-
3
100.0
68,846
Properties
Data type: numeric
Missing-data codes: .d,.i,.j,.m,.n,.p,.q,.r,.s,.u,.x,.y,.z
engdahappy if daughter engineer
Text of this Question or Item
Now I'd like you to consider the following situations. 

If you had a daughter, how would you feel if she wanted to be an engineer?
Would you feel happy, unhappy, or would you not care one way or the other?
Cells contain:
-Valid row pct.
-N of cases
engda
1
happy
2
not care
3
unhappy
.d
don't know
.i
iap
.n
no answer
ROW
TOTAL
year 1972 -
0
-
0
-
0
-
0
-
1,613
-
0
-
1,613
1973 -
0
-
0
-
0
-
0
-
1,504
-
0
-
1,504
1974 -
0
-
0
-
0
-
0
-
1,484
-
0
-
1,484
1975 -
0
-
0
-
0
-
0
-
1,490
-
0
-
1,490
1976 -
0
-
0
-
0
-
0
-
1,499
-
0
-
1,499
1977 -
0
-
0
-
0
-
0
-
1,530
-
0
-
1,530
1978 -
0
-
0
-
0
-
0
-
1,532
-
0
-
1,532
1980 -
0
-
0
-
0
-
0
-
1,468
-
0
-
1,468
1982 -
0
-
0
-
0
-
0
-
1,860
-
0
-
1,860
1983 -
0
-
0
-
0
-
0
-
1,599
-
0
-
1,599
1984 -
0
-
0
-
0
-
0
-
1,473
-
0
-
1,473
1985 -
0
-
0
-
0
-
0
-
1,534
-
0
-
1,534
1986 -
0
-
0
-
0
-
0
-
1,470
-
0
-
1,470
1987 -
0
-
0
-
0
-
0
-
1,819
-
0
-
1,819
1988 -
0
-
0
-
0
-
0
-
1,481
-
0
-
1,481
1989 -
0
-
0
-
0
-
0
-
1,537
-
0
-
1,537
1990 -
0
-
0
-
0
-
0
-
1,372
-
0
-
1,372
1991 -
0
-
0
-
0
-
0
-
1,517
-
0
-
1,517
1993 -
0
-
0
-
0
-
0
-
1,606
-
0
-
1,606
1994 -
0
-
0
-
0
-
0
-
2,992
-
0
-
2,992
1996 -
0
-
0
-
0
-
0
-
2,904
-
0
-
2,904
1998 -
0
-
0
-
0
-
0
-
2,832
-
0
-
2,832
2000 -
0
-
0
-
0
-
0
-
2,817
-
0
-
2,817
2002 -
0
-
0
-
0
-
0
-
2,765
-
0
-
2,765
2004 -
0
-
0
-
0
-
0
-
2,812
-
0
-
2,812
2006 -
0
-
0
-
0
-
0
-
4,510
-
0
-
4,510
2008 -
0
-
0
-
0
-
0
-
2,023
-
0
-
2,023
2010 -
0
-
0
-
0
-
0
-
2,044
-
0
-
2,044
2012 85.4
410
14.2
68
.4
2
-
2
-
1,489
-
3
100.0
1,974
2014 -
0
-
0
-
0
-
0
-
2,538
-
0
-
2,538
2016 -
0
-
0
-
0
-
0
-
2,867
-
0
-
2,867
2018 -
0
-
0
-
0
-
0
-
2,348
-
0
-
2,348
2021 -
0
-
0
-
0
-
0
-
4,032
-
0
-
4,032
COL TOTAL 85.4
410
14.2
68
.4
2
-
2
-
68,361
-
3
100.0
68,846
Properties
Data type: numeric
Missing-data codes: .d,.i,.j,.m,.n,.p,.q,.r,.s,.u,.x,.y,.z
engsonhappy if son engineer
Text of this Question or Item
If you had a son, how would you feel if he wanted to be an engineer?
Would you feel happy, unhappy, or would you not care one way or the other?
Cells contain:
-Valid row pct.
-N of cases
engson
1
happy
2
not care
3
unhappy
.d
don't know
.i
iap
.n
no answer
ROW
TOTAL
year 1972 -
0
-
0
-
0
-
0
-
1,613
-
0
-
1,613
1973 -
0
-
0
-
0
-
0
-
1,504
-
0
-
1,504
1974 -
0
-
0
-
0
-
0
-
1,484
-
0
-
1,484
1975 -
0
-
0
-
0
-
0
-
1,490
-
0
-
1,490
1976 -
0
-
0
-
0
-
0
-
1,499
-
0
-
1,499
1977 -
0
-
0
-
0
-
0
-
1,530
-
0
-
1,530
1978 -
0
-
0
-
0
-
0
-
1,532
-
0
-
1,532
1980 -
0
-
0
-
0
-
0
-
1,468
-
0
-
1,468
1982 -
0
-
0
-
0
-
0
-
1,860
-
0
-
1,860
1983 -
0
-
0
-
0
-
0
-
1,599
-
0
-
1,599
1984 -
0
-
0
-
0
-
0
-
1,473
-
0
-
1,473
1985 -
0
-
0
-
0
-
0
-
1,534
-
0
-
1,534
1986 -
0
-
0
-
0
-
0
-
1,470
-
0
-
1,470
1987 -
0
-
0
-
0
-
0
-
1,819
-
0
-
1,819
1988 -
0
-
0
-
0
-
0
-
1,481
-
0
-
1,481
1989 -
0
-
0
-
0
-
0
-
1,537
-
0
-
1,537
1990 -
0
-
0
-
0
-
0
-
1,372
-
0
-
1,372
1991 -
0
-
0
-
0
-
0
-
1,517
-
0
-
1,517
1993 -
0
-
0
-
0
-
0
-
1,606
-
0
-
1,606
1994 -
0
-
0
-
0
-
0
-
2,992
-
0
-
2,992
1996 -
0
-
0
-
0
-
0
-
2,904
-
0
-
2,904
1998 -
0
-
0
-
0
-
0
-
2,832
-
0
-
2,832
2000 -
0
-
0
-
0
-
0
-
2,817
-
0
-
2,817
2002 -
0
-
0
-
0
-
0
-
2,765
-
0
-
2,765
2004 -
0
-
0
-
0
-
0
-
2,812
-
0
-
2,812
2006 -
0
-
0
-
0
-
0
-
4,510
-
0
-
4,510
2008 -
0
-
0
-
0
-
0
-
2,023
-
0
-
2,023
2010 -
0
-
0
-
0
-
0
-
2,044
-
0
-
2,044
2012 87.1
419
12.7
61
.2
1
-
1
-
1,489
-
3
100.0
1,974
2014 -
0
-
0
-
0
-
0
-
2,538
-
0
-
2,538
2016 -
0
-
0
-
0
-
0
-
2,867
-
0
-
2,867
2018 -
0
-
0
-
0
-
0
-
2,348
-
0
-
2,348
2021 -
0
-
0
-
0
-
0
-
4,032
-
0
-
4,032
COL TOTAL 87.1
419
12.7
61
.2
1
-
1
-
68,361
-
3
100.0
68,846
Properties
Data type: numeric
Missing-data codes: .d,.i,.j,.m,.n,.p,.q,.r,.s,.u,.x,.y,.z
engrespconsider work in engineer field
Text of this Question or Item
Have you ever considered working in an engineering-related career?
Cells contain:
-Valid row pct.
-N of cases
engresp
1
yes
2
no
.d
can't choose
.i
iap
.n
no answer
ROW
TOTAL
year 1972 -
0
-
0
-
0
-
1,613
-
0
-
1,613
1973 -
0
-
0
-
0
-
1,504
-
0
-
1,504
1974 -
0
-
0
-
0
-
1,484
-
0
-
1,484
1975 -
0
-
0
-
0
-
1,490
-
0
-
1,490
1976 -
0
-
0
-
0
-
1,499
-
0
-
1,499
1977 -
0
-
0
-
0
-
1,530
-
0
-
1,530
1978 -
0
-
0
-
0
-
1,532
-
0
-
1,532
1980 -
0
-
0
-
0
-
1,468
-
0
-
1,468
1982 -
0
-
0
-
0
-
1,860
-
0
-
1,860
1983 -
0
-
0
-
0
-
1,599
-
0
-
1,599
1984 -
0
-
0
-
0
-
1,473
-
0
-
1,473
1985 -
0
-
0
-
0
-
1,534
-
0
-
1,534
1986 -
0
-
0
-
0
-
1,470
-
0
-
1,470
1987 -
0
-
0
-
0
-
1,819
-
0
-
1,819
1988 -
0
-
0
-
0
-
1,481
-
0
-
1,481
1989 -
0
-
0
-
0
-
1,537
-
0
-
1,537
1990 -
0
-
0
-
0
-
1,372
-
0
-
1,372
1991 -
0
-
0
-
0
-
1,517
-
0
-
1,517
1993 -
0
-
0
-
0
-
1,606
-
0
-
1,606
1994 -
0
-
0
-
0
-
2,992
-
0
-
2,992
1996 -
0
-
0
-
0
-
2,904
-
0
-
2,904
1998 -
0
-
0
-
0
-
2,832
-
0
-
2,832
2000 -
0
-
0
-
0
-
2,817
-
0
-
2,817
2002 -
0
-
0
-
0
-
2,765
-
0
-
2,765
2004 -
0
-
0
-
0
-
2,812
-
0
-
2,812
2006 -
0
-
0
-
0
-
4,510
-
0
-
4,510
2008 -
0
-
0
-
0
-
2,023
-
0
-
2,023
2010 -
0
-
0
-
0
-
2,044
-
0
-
2,044
2012 26.2
126
73.8
355
-
1
-
1,489
-
3
100.0
1,974
2014 -
0
-
0
-
0
-
2,538
-
0
-
2,538
2016 -
0
-
0
-
0
-
2,867
-
0
-
2,867
2018 -
0
-
0
-
0
-
2,348
-
0
-
2,348
2021 -
0
-
0
-
0
-
4,032
-
0
-
4,032
COL TOTAL 26.2
126
73.8
355
-
1
-
68,361
-
3
100.0
68,846
Properties
Data type: numeric
Missing-data codes: .d,.i,.j,.m,.n,.p,.q,.r,.s,.u,.x,.y,.z
engdoknow what engineers do
Text of this Question or Item
Next, I'd like to ask how you rate your knowledge of what engineers do 
day-to-day in their jobs. Would you say your knowledge of what engineers do 
day-to-day on their jobs is: Excellent, Good, Fair, Poor, Very Poor?
Cells contain:
-Valid row pct.
-N of cases
engdo
1
excellent
2
good
3
fair
4
poor
5
very poor
.d
don't know
.i
iap
.n
no answer
ROW
TOTAL
year 1972 -
0
-
0
-
0
-
0
-
0
-
0
-
1,613
-
0
-
1,613
1973 -
0
-
0
-
0
-
0
-
0
-
0
-
1,504
-
0
-
1,504
1974 -
0
-
0
-
0
-
0
-
0
-
0
-
1,484
-
0
-
1,484
1975 -
0
-
0
-
0
-
0
-
0
-
0
-
1,490
-
0
-
1,490
1976 -
0
-
0
-
0
-
0
-
0
-
0
-
1,499
-
0
-
1,499
1977 -
0
-
0
-
0
-
0
-
0
-
0
-
1,530
-
0
-
1,530
1978 -
0
-
0
-
0
-
0
-
0
-
0
-
1,532
-
0
-
1,532
1980 -
0
-
0
-
0
-
0
-
0
-
0
-
1,468
-
0
-
1,468
1982 -
0
-
0
-
0
-
0
-
0
-
0
-
1,860
-
0
-
1,860
1983 -
0
-
0
-
0
-
0
-
0
-
0
-
1,599
-
0
-
1,599
1984 -
0
-
0
-
0
-
0
-
0
-
0
-
1,473
-
0
-
1,473
1985 -
0
-
0
-
0
-
0
-
0
-
0
-
1,534
-
0
-
1,534
1986 -
0
-
0
-
0
-
0
-
0
-
0
-
1,470
-
0
-
1,470
1987 -
0
-
0
-
0
-
0
-
0
-
0
-
1,819
-
0
-
1,819
1988 -
0
-
0
-
0
-
0
-
0
-
0
-
1,481
-
0
-
1,481
1989 -
0
-
0
-
0
-
0
-
0
-
0
-
1,537
-
0
-
1,537
1990 -
0
-
0
-
0
-
0
-
0
-
0
-
1,372
-
0
-
1,372
1991 -
0
-
0
-
0
-
0
-
0
-
0
-
1,517
-
0
-
1,517
1993 -
0
-
0
-
0
-
0
-
0
-
0
-
1,606
-
0
-
1,606
1994 -
0
-
0
-
0
-
0
-
0
-
0
-
2,992
-
0
-
2,992
1996 -
0
-
0
-
0
-
0
-
0
-
0
-
2,904
-
0
-
2,904
1998 -
0
-
0
-
0
-
0
-
0
-
0
-
2,832
-
0
-
2,832
2000 -
0
-
0
-
0
-
0
-
0
-
0
-
2,817
-
0
-
2,817
2002 -
0
-
0
-
0
-
0
-
0
-
0
-
2,765
-
0
-
2,765
2004 -
0
-
0
-
0
-
0
-
0
-
0
-
2,812
-
0
-
2,812
2006 -
0
-
0
-
0
-
0
-
0
-
0
-
4,510
-
0
-
4,510
2008 -
0
-
0
-
0
-
0
-
0
-
0
-
2,023
-
0
-
2,023
2010 -
0
-
0
-
0
-
0
-
0
-
0
-
2,044
-
0
-
2,044
2012 11.5
54
30.3
142
33.7
158
16.8
79
7.7
36
-
13
-
1,489
-
3
100.0
1,974
2014 -
0
-
0
-
0
-
0
-
0
-
0
-
2,538
-
0
-
2,538
2016 -
0
-
0
-
0
-
0
-
0
-
0
-
2,867
-
0
-
2,867
2018 -
0
-
0
-
0
-
0
-
0
-
0
-
2,348
-
0
-
2,348
2021 -
0
-
0
-
0
-
0
-
0
-
0
-
4,032
-
0
-
4,032
COL TOTAL 11.5
54
30.3
142
33.7
158
16.8
79
7.7
36
-
13
-
68,361
-
3
100.0
68,846
Properties
Data type: numeric
Missing-data codes: .d,.i,.j,.m,.n,.p,.q,.r,.s,.u,.x,.y,.z
engloneengineers usually work alone
Text of this Question or Item
Now I'd like to read you some statements about engineers.  
Please tell me if you agree or disagree with each one. 
If you feel especially strongly about a statement, please say that 
you strongly agree or strongly disagree.  Okay? 

An engineer usually works alone. 
Do you strongly agree, agree, disagree, or strongly disagree?
Cells contain:
-Valid row pct.
-N of cases
englone
1
strongly agree
2
agree
3
disagree
4
strongly disagree
.d
don't know
.i
iap
.n
no answer
ROW
TOTAL
year 1972 -
0
-
0
-
0
-
0
-
0
-
1,613
-
0
-
1,613
1973 -
0
-
0
-
0
-
0
-
0
-
1,504
-
0
-
1,504
1974 -
0
-
0
-
0
-
0
-
0
-
1,484
-
0
-
1,484
1975 -
0
-
0
-
0
-
0
-
0
-
1,490
-
0
-
1,490
1976 -
0
-
0
-
0
-
0
-
0
-
1,499
-
0
-
1,499
1977 -
0
-
0
-
0
-
0
-
0
-
1,530
-
0
-
1,530
1978 -
0
-
0
-
0
-
0
-
0
-
1,532
-
0
-
1,532
1980 -
0
-
0
-
0
-
0
-
0
-
1,468
-
0
-
1,468
1982 -
0
-
0
-
0
-
0
-
0
-
1,860
-
0
-
1,860
1983 -
0
-
0
-
0
-
0
-
0
-
1,599
-
0
-
1,599
1984 -
0
-
0
-
0
-
0
-
0
-
1,473
-
0
-
1,473
1985 -
0
-
0
-
0
-
0
-
0
-
1,534
-
0
-
1,534
1986 -
0
-
0
-
0
-
0
-
0
-
1,470
-
0
-
1,470
1987 -
0
-
0
-
0
-
0
-
0
-
1,819
-
0
-
1,819
1988 -
0
-
0
-
0
-
0
-
0
-
1,481
-
0
-
1,481
1989 -
0
-
0
-
0
-
0
-
0
-
1,537
-
0
-
1,537
1990 -
0
-
0
-
0
-
0
-
0
-
1,372
-
0
-
1,372
1991 -
0
-
0
-
0
-
0
-
0
-
1,517
-
0
-
1,517
1993 -
0
-
0
-
0
-
0
-
0
-
1,606
-
0
-
1,606
1994 -
0
-
0
-
0
-
0
-
0
-
2,992
-
0
-
2,992
1996 -
0
-
0
-
0
-
0
-
0
-
2,904
-
0
-
2,904
1998 -
0
-
0
-
0
-
0
-
0
-
2,832
-
0
-
2,832
2000 -
0
-
0
-
0
-
0
-
0
-
2,817
-
0
-
2,817
2002 -
0
-
0
-
0
-
0
-
0
-
2,765
-
0
-
2,765
2004 -
0
-
0
-
0
-
0
-
0
-
2,812
-
0
-
2,812
2006 -
0
-
0
-
0
-
0
-
0
-
4,510
-
0
-
4,510
2008 -
0
-
0
-
0
-
0
-
0
-
2,023
-
0
-
2,023
2010 -
0
-
0
-
0
-
0
-
0
-
2,044
-
0
-
2,044
2012 3.5
15
20.0
86
64.7
279
11.8
51
-
50
-
1,489
-
4
100.0
1,974
2014 -
0
-
0
-
0
-
0
-
0
-
2,538
-
0
-
2,538
2016 -
0
-
0
-
0
-
0
-
0
-
2,867
-
0
-
2,867
2018 -
0
-
0
-
0
-
0
-
0
-
2,348
-
0
-
2,348
2021 -
0
-
0
-
0
-
0
-
0
-
4,032
-
0
-
4,032
COL TOTAL 3.5
15
20.0
86
64.7
279
11.8
51
-
50
-
68,361
-
4
100.0
68,846
Properties
Data type: numeric
Missing-data codes: .d,.i,.j,.m,.n,.p,.q,.r,.s,.u,.x,.y,.z
engdgrengineering work dangerous
Text of this Question or Item
Engineering work is dangerous. 
Do you strongly agree, agree, disagree, or strongly disagree?
Cells contain:
-Valid row pct.
-N of cases
engdgr
1
strongly agree
2
agree
3
disagree
4
strongly disagree
.d
don't know
.i
iap
.n
no answer
ROW
TOTAL
year 1972 -
0
-
0
-
0
-
0
-
0
-
1,613
-
0
-
1,613
1973 -
0
-
0
-
0
-
0
-
0
-
1,504
-
0
-
1,504
1974 -
0
-
0
-
0
-
0
-
0
-
1,484
-
0
-
1,484
1975 -
0
-
0
-
0
-
0
-
0
-
1,490
-
0
-
1,490
1976 -
0
-
0
-
0
-
0
-
0
-
1,499
-
0
-
1,499
1977 -
0
-
0
-
0
-
0
-
0
-
1,530
-
0
-
1,530
1978 -
0
-
0
-
0
-
0
-
0
-
1,532
-
0
-
1,532
1980 -
0
-
0
-
0
-
0
-
0
-
1,468
-
0
-
1,468
1982 -
0
-
0
-
0
-
0
-
0
-
1,860
-
0
-
1,860
1983 -
0
-
0
-
0
-
0
-
0
-
1,599
-
0
-
1,599
1984 -
0
-
0
-
0
-
0
-
0
-
1,473
-
0
-
1,473
1985 -
0
-
0
-
0
-
0
-
0
-
1,534
-
0
-
1,534
1986 -
0
-
0
-
0
-
0
-
0
-
1,470
-
0
-
1,470
1987 -
0
-
0
-
0
-
0
-
0
-
1,819
-
0
-
1,819
1988 -
0
-
0
-
0
-
0
-
0
-
1,481
-
0
-
1,481
1989 -
0
-
0
-
0
-
0
-
0
-
1,537
-
0
-
1,537
1990 -
0
-
0
-
0
-
0
-
0
-
1,372
-
0
-
1,372
1991 -
0
-
0
-
0
-
0
-
0
-
1,517
-
0
-
1,517
1993 -
0
-
0
-
0
-
0
-
0
-
1,606
-
0
-
1,606
1994 -
0
-
0
-
0
-
0
-
0
-
2,992
-
0
-
2,992
1996 -
0
-
0
-
0
-
0
-
0
-
2,904
-
0
-
2,904
1998 -
0
-
0
-
0
-
0
-
0
-
2,832
-
0
-
2,832
2000 -
0
-
0
-
0
-
0
-
0
-
2,817
-
0
-
2,817
2002 -
0
-
0
-
0
-
0
-
0
-
2,765
-
0
-
2,765
2004 -
0
-
0
-
0
-
0
-
0
-
2,812
-
0
-
2,812
2006 -
0
-
0
-
0
-
0
-
0
-
4,510
-
0
-
4,510
2008 -
0
-
0
-
0
-
0
-
0
-
2,023
-
0
-
2,023
2010 -
0
-
0
-
0
-
0
-
0
-
2,044
-
0
-
2,044
2012 6.9
30
35.1
152
52.4
227
5.5
24
-
49
-
1,489
-
3
100.0
1,974
2014 -
0
-
0
-
0
-
0
-
0
-
2,538
-
0
-
2,538
2016 -
0
-
0
-
0
-
0
-
0
-
2,867
-
0
-
2,867
2018 -
0
-
0
-
0
-
0
-
0
-
2,348
-
0
-
2,348
2021 -
0
-
0
-
0
-
0
-
0
-
4,032
-
0
-
4,032
COL TOTAL 6.9
30
35.1
152
52.4
227
5.5
24
-
49
-
68,361
-
3
100.0
68,846
Properties
Data type: numeric
Missing-data codes: .d,.i,.j,.m,.n,.p,.q,.r,.s,.u,.x,.y,.z
enggoodengineers work for good of humanity
Text of this Question or Item
Engineering researchers are dedicated people who work for the good of humanity.
Do you strongly agree, agree, disagree, or strongly disagree?
Cells contain:
-Valid row pct.
-N of cases
enggood
1
strongly agree
2
agree
3
disagree
4
strongly disagree
.d
don't know
.i
iap
.n
no answer
ROW
TOTAL
year 1972 -
0
-
0
-
0
-
0
-
0
-
1,613
-
0
-
1,613
1973 -
0
-
0
-
0
-
0
-
0
-
1,504
-
0
-
1,504
1974 -
0
-
0
-
0
-
0
-
0
-
1,484
-
0
-
1,484
1975 -
0
-
0
-
0
-
0
-
0
-
1,490
-
0
-
1,490
1976 -
0
-
0
-
0
-
0
-
0
-
1,499
-
0
-
1,499
1977 -
0
-
0
-
0
-
0
-
0
-
1,530
-
0
-
1,530
1978 -
0
-
0
-
0
-
0
-
0
-
1,532
-
0
-
1,532
1980 -
0
-
0
-
0
-
0
-
0
-
1,468
-
0
-
1,468
1982 -
0
-
0
-
0
-
0
-
0
-
1,860
-
0
-
1,860
1983 -
0
-
0
-
0
-
0
-
0
-
1,599
-
0
-
1,599
1984 -
0
-
0
-
0
-
0
-
0
-
1,473
-
0
-
1,473
1985 -
0
-
0
-
0
-
0
-
0
-
1,534
-
0
-
1,534
1986 -
0
-
0
-
0
-
0
-
0
-
1,470
-
0
-
1,470
1987 -
0
-
0
-
0
-
0
-
0
-
1,819
-
0
-
1,819
1988 -
0
-
0
-
0
-
0
-
0
-
1,481
-
0
-
1,481
1989 -
0
-
0
-
0
-
0
-
0
-
1,537
-
0
-
1,537
1990 -
0
-
0
-
0
-
0
-
0
-
1,372
-
0
-
1,372
1991 -
0
-
0
-
0
-
0
-
0
-
1,517
-
0
-
1,517
1993 -
0
-
0
-
0
-
0
-
0
-
1,606
-
0
-
1,606
1994 -
0
-
0
-
0
-
0
-
0
-
2,992
-
0
-
2,992
1996 -
0
-
0
-
0
-
0
-
0
-
2,904
-
0
-
2,904
1998 -
0
-
0
-
0
-
0
-
0
-
2,832
-
0
-
2,832
2000 -
0
-
0
-
0
-
0
-
0
-
2,817
-
0
-
2,817
2002 -
0
-
0
-
0
-
0
-
0
-
2,765
-
0
-
2,765
2004 -
0
-
0
-
0
-
0
-
0
-
2,812
-
0
-
2,812
2006 -
0
-
0
-
0
-
0
-
0
-
4,510
-
0
-
4,510
2008 -
0
-
0
-
0
-
0
-
0
-
2,023
-
0
-
2,023
2010 -
0
-
0
-
0
-
0
-
0
-
2,044
-
0
-
2,044
2012 13.7
59
73.8
319
11.3
49
1.2
5
-
49
-
1,489
-
4
100.0
1,974
2014 -
0
-
0
-
0
-
0
-
0
-
2,538
-
0
-
2,538
2016 -
0
-
0
-
0
-
0
-
0
-
2,867
-
0
-
2,867
2018 -
0
-
0
-
0
-
0
-
0
-
2,348
-
0
-
2,348
2021 -
0
-
0
-
0
-
0
-
0
-
4,032
-
0
-
4,032
COL TOTAL 13.7
59
73.8
319
11.3
49
1.2
5
-
49
-
68,361
-
4
100.0
68,846
Properties
Data type: numeric
Missing-data codes: .d,.i,.j,.m,.n,.p,.q,.r,.s,.u,.x,.y,.z
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