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Appendix A Matrices of Aggregated Concordance Indices

See Tables A1, A2, A3, A4, A5, A6, A7, A8, and A9.

bgcolor=white>0.00
Pre crisis period During crisis
aι a2 аз a4 as ae aγ aι a2 аз a4 as ae aγ
Scenario N
aι 0.90 0.94 0.80 0.89 0.76 0.80 0.00 0.77 0.81 0.70 0.92 0.68 0.62
a2 0.77 0.00 0.80 0.65 0.71 0.73 0.73 0.90 0.00 0.87 0.83 0.92 0.78 0.74
аз 0.90 0.83 0.00 0.76 0.90 0.90 0.88 1.00 0.90 0.00 0.87 1.00 0.80 0.80
a4 0.90 0.87 0.95 0.00 0.85 0.90 0.90 0.84 0.80 0.84 0.00 1.00 0.91 0.90
as 0.69 0.60 0.75 0.54 0.00 0.76 0.74 0.78 0.53 0.69 0.55 0.00 0.67 0.58
ae 0.82 0.77 0.90 0.80 0.98 0.00 0.90 0.82 0.65 0.75 0.83 0.99 0.00 0.83
aγ 0.89 0.80 0.95 0.88 0.89 0.88 0.00 0.96 0.85 0.96 0.99 1.00 0.89 0.00

Scenario U

aι 0.00 0.92 0.93 0.74 0.86 0.72 0.74 0.00 0.80 0.79 0.66 0.90 0.60 0.55
a2 0.76 0.00 0.79 0.55 0.69 0.68 0.68 0.87 0.00 0.84 0.78 0.89 0.72 0.66
аз 0.87 0.81 0.00 0.69 0.87 0.87 0.85 1.00 0.92 0.00 0.85 1.00 0.74 0.74
a4 0.92 0.90 0.96 0.00 0.83 0.90 0.87 0.82 0.79 0.82 0.00 1.00 0.88 0.87
as 0.70 0.63 0.75 0.49 0.00 0.74 0.71 0.77 0.57 0.70 0.53 0.00 0.62 0.55
ae 0.80 0.77 0.87 0.73 0.98 0.00 0.87 0.80 0.67 0.75 0.81 0.99 0.00 0.81
aγ 0.91 0.84 0.96 0.85 0.87 0.87 0.00 0.97 0.88 0.97 0.99 1.00 0.86 0.00

Scenario J

aι 0.00 0.92 0.95 0.84 0.91 0.81 0.84 0.00 0.77 0.84 0.74 0.94 0.73 0.70
a2 0.76 0.00 0.79 0.71 0.70 0.76 0.75 0.92 0.00 0.90 0.87 0.93 0.82 0.79
аз 0.92 0.86 0.00 0.81 0.92 0.92 0.91 1.00 0.88 0.00 0.88 1.00 0.84 0.84

(continued)

Table Al (continued)

bgcolor=white>0.00
Pre crisis period
aι a2 аз a4 as ae aγ
a4 0.87 0.88 0.94 0.00 0.85 0.92 0.92
as 0.65 0.58 0.72 0.55 0.78 0.74
a6 0.81 0.77 0.92 0.84 0.97 0.00 0.92
aγ 0.86 0.79 0.94 0.90 0.91 0.90 0.00

During crisis

aι a2 аз a4 as ae aγ
0.87 0.84 0.87 0.00 1.00 0.92 0.92
0.77 0.52 0.70 0.55 0.00 0.68 0.61
0.85 0.69 0.80 0.84 0.99 0.00 0.86
0.97 0.85 0.97 0.98 1.00 0.90 0.00

Appendix A: Matrices of Aggregated Concordance Indices

Pre crisis period During crisis
aι a2 аз a4 as ae aγ aι a2 аз a4 as ae aγ
Scenario N
aι 0.00 1.00 0.96 0.80 0.89 0.82 0.80 0.00 0.70 0.73 0.65 0.92 0.68 0.54
a2 0.74 0.00 0.79 0.65 0.71 0.71 0.73 0.90 0.00 0.87 0.83 0.92 0.78 0.74
аз 0.90 0.89 0.00 0.76 0.90 0.90 0.88 1.00 0.92 0.00 0.87 1.00 0.80 0.80
a4 0.88 0.97 0.97 0.00 0.85 0.95 0.90 0.90 0.90 0.90 0.00 1.00 0.91 0.90
as 0.69 0.70 0.75 0.54 0.00 0.81 0.74 0.80 0.54 0.64 0.50 0.00 0.67 0.51
ae 0.82 0.80 0.90 0.80 0.98 0.00 0.90 0.90 0.68 0.76 0.78 1.00 0.00 0.76
aγ 0.89 0.90 0.96 0.88 0.89 0.94 0.00 1.00 0.95 1.00 0.99 1.00 0.89 0.00

Scenario U

bgcolor=white>0.97
aι 0.00 1.00 0.93 0.70 0.84 0.73 0.70 0.00 0.81 0.77 0.62 0.89 0.55 0.49
a2 0.74 0.00 0.77 0.49 0.66 0.64 0.63 0.85 0.00 0.81 0.75 0.87 0.68 0.60
аз 0.85 0.84 0.00 0.64 0.85 0.85 0.83 1.00 0.94 0.00 0.83 1.00 0.70 0.70
a4 0.92 0.98 0.97 0.00 0.81 0.94 0.85 0.85 0.85 0.85 0.00 1.00 0.86 0.85
as 0.68 0.69 0.73 0.44 0.00 0.75 0.68 0.77 0.63 0.70 0.49 0.00 0.57 0.50
ae 0.78 0.77 0.85 0.69 0.98 0.00 0.85 0.85 0.73 0.80 0.79 1.00 0.00 0.79
aγ 0.91 0.92 0.83 0.85 0.90 0.00 1.00 0.96 1.00 0.99 1.00 0.84 0.00

Scenario J

aι 0.00 1.00 0.97 0.84 0.91 0.86 0.84 0.00 0.77 0.83 0.73 0.94 0.72 0.70
a2 0.74 0.00 0.77 0.71 0.68 0.75 0.73 0.92 0.00 0.90 0.87 0.93 0.82 0.79
аз 0.92 0.90 0.00 0.81 0.92 0.92 0.91 1.00 0.88 0.00 0.88 1.00 0.84 0.84

(continued)

Table A2 (continued)

Pre crisis period
aι a2 аз a4 as ae aγ
a4 0.86 0.96 0.95 0.00 0.84 0.96 0.92
as 0.61 0.62 0.70 0.52 0.00 0.80 0.73
a6 0.80 0.76 0.92 0.84 0.97 0.00 0.92
aγ 0.84 0.85 0.94 0.89 0.91 0.95 0.00

During crisis

aι a2 аз a4 as ae aγ
0.92 0.92 0.92 0.00 1.00 0.92 0.92
0.77 0.56 0.69 0.51 0.00 0.66 0.59
0.92 0.75 0.87 0.84 1.00 0.00 0.86
1.00 0.92 1.00 0.98 1.00 0.90 0.00

Appendix A: Matrices of Aggregated Concordance Indices

Table A3 Model without overeducation

Pre crisis period During crisis
aι a2 аз a4 as ae aγ aι a2 аз a4 as ae aγ
Scenario N
aι 0.00 0.80 0.92 0.80 0.89 0.70 0.80 0.00 0.83 0.89 0.76 0.92 0.68 0.70
a2 0.80 0.00 0.80 0.65 0.71 0.75 0.73 0.90 0.00 0.87 0.83 0.92 0.78 0.74
аз 0.90 0.77 0.00 0.76 0.90 0.90 0.88 1.00 0.88 0.00 0.87 1.00 0.80 0.80
a4 0.91 0.77 0.93 0.00 0.85 0.85 0.90 0.78 0.70 0.77 0.00 1.00 0.91 0.90
as 0.70 0.50 0.74 0.54 0.00 0.72 0.74 0.76 0.52 0.75 0.60 0.00 0.67 0.66
ae 0.82 0.75 0.90 0.80 0.98 0.00 0.90 0.73 0.63 0.73 0.87 0.97 0.00 0.89
aγ 0.89 0.70 0.93 0.88 0.89 0.82 0.00 0.93 0.75 0.92 0.99 1.00 0.89 0.00

Scenario U

bgcolor=white>0.84
aι 0.00 0.92 0.92 0.70 0.69 0.70 0.00 0.87 0.84 0.67 0.89 0.55 0.55
a2 0.76 0.00 0.77 0.49 0.66 0.66 0.63 0.85 0.00 0.81 0.75 0.87 0.68 0.60
аз 0.85 0.79 0.00 0.64 0.85 0.85 0.83 1.00 0.92 0.00 0.83 1.00 0.70 0.70
a4 0.93 0.90 0.96 0.00 0.81 0.90 0.85 0.80 0.77 0.80 0.00 1.00 0.86 0.85
as 0.69 0.61 0.73 0.44 0.00 0.72 0.68 0.75 0.62 0.74 0.53 0.00 0.57 0.56
ae 0.78 0.75 0.85 0.69 0.98 0.00 0.85 0.78 0.71 0.78 0.82 0.99 0.00 0.84
aγ 0.91 0.84 0.96 0.83 0.85 0.86 0.00 0.97 0.88 0.97 0.99 1.00 0.84 0.00

Scenario J

aι 0.00 0.92 0.95 0.84 0.91 0.81 0.84 0.00 0.82 0.90 0.78 0.94 0.72 0.76
a2 0.77 0.00 0.78 0.71 0.68 0.77 0.73 0.92 0.00 0.90 0.87 0.93 0.82 0.79
аз 0.92 0.85 0.00 0.81 0.92 0.92 0.91 1.00 0.86 0.00 0.88 1.00 0.84 0.84

(continued)

Table A3 (continued)

Pre crisis period
aι a2 аз a4 as ae aγ
a4 0.87 0.88 0.94 0.00 0.84 0.92 0.92
as 0.62 0.54 0.69 0.52 0.00 0.77 0.73
a6 0.80 0.75 0.92 0.84 0.97 0.00 0.92
aγ 0.84 0.77 0.93 0.89 0.91 0.90 0.00

During crisis

aι a2 аз a4 as ae aγ
0.87 0.84 0.87 0.00 1.00 0.92 0.92
0.75 0.55 0.74 0.55 0.00 0.66 0.65
0.85 0.73 0.85 0.87 0.99 0.00 0.92
0.97 0.84 0.97 0.98 1.00 0.90 0.00

Appendix A: Matrices of Aggregated Concordance Indices

Table A4 Complete model for economic and statistics disciplines

bgcolor=white>0.83
Pre crisis period During crisis
aι a2 аз a4 as ae aγ aι a2 аз a4 as ae aγ
Scenario N
aι 0.00 0.90 0.85 0.58 0.64 0.87 0.74 0.00 0.88 0.76 0.56 0.91 0.75 0.57
a2 0.78 0.00 0.80 0.59 0.64 0.86 0.63 0.00 0.92 0.62 0.90 0.75 0.70
аз 0.90 0.90 0.00 0.70 0.71 1.00 0.89 0.86 0.80 0.00 0.68 0.84 0.81 0.78
a4 0.90 0.94 0.88 0.00 0.67 0.86 0.87 0.78 0.75 0.69 0.00 0.97 0.67 0.79
as 0.69 0.71 0.68 0.50 0.00 0.78 0.70 0.73 0.74 0.61 0.74 0.00 0.50 0.57
ae 0.83 0.90 0.77 0.52 0.73 0.00 0.76 0.75 0.85 0.82 0.68 0.86 0.00 0.63
aγ 0.96 0.98 0.91 0.74 0.70 0.92 0.00 0.96 0.89 0.89 0.80 0.87 0.80 0.00

Scenario U

aι 0.00 0.87 0.83 0.46 0.66 0.85 0.70 0.00 0.90 0.74 0.50 0.93 0.70 0.51
a2 0.75 0.00 0.81 0.52 0.67 0.84 0.61 0.82 0.00 0.91 0.56 0.92 0.70 0.62
аз 0.87 0.87 0.00 0.61 0.71 1.00 0.86 0.84 0.79 0.00 0.64 0.87 0.79 0.72
a4 0.92 0.95 0.90 0.00 0.68 0.87 0.89 0.83 0.80 0.72 0.00 0.98 0.69 0.83
as 0.70 0.72 0.68 0.45 0.00 0.76 0.66 0.74 0.74 0.59 0.67 0.00 0.45 0.53
ae 0.81 0.87 0.77 0.47 0.76 0.00 0.76 0.75 0.88 0.84 0.66 0.89 0.00 0.61
aγ 0.97 0.99 0.93 0.71 0.71 0.89 0.00 0.97 0.91 0.87 0.79 0.89 0.79 0.00

Scenario J

aι 0.00 0.92 0.85 0.66 0.63 0.89 0.76 0.00 0.88 0.81 0.64 0.93 0.77 0.64
a2 0.80 0.00 0.78 0.65 0.65 0.87 0.68 0.87 0.00 0.93 0.70 0.92 0.77 0.76
аз 0.92 0.92 0.00 0.76 0.72 1.00 0.91 0.88 0.79 0.00 0.73 0.84 0.81 0.81

(continued)

Table A4 (continued)

Pre crisis period
aι a2 аз a4 as ae aγ
a4 0.87 0.92 0.84 0.00 0.67 0.84 0.83
as 0.66 0.67 0.64 0.50 0.00 0.77 0.69
a6 0.85 0.92 0.78 0.57 0.73 0.00 0.81
aγ 0.95 0.98 0.88 0.74 0.71 0.93 0.00

During crisis

aι a2 аз a4 as ae aγ
0.72 0.68 0.66 0.00 0.96 0.63 0.73
0.70 0.74 0.64 0.79 0.00 0.51 0.60
0.77 0.84 0.85 0.74 0.86 0.00 0.69
0.94 0.85 0.90 0.84 0.87 0.79 0.00

Appendix A: Matrices of Aggregated Concordance Indices

Table A5 Model without mismatching for economic and statistics disciplines

Pre crisis period During crisis
aι a2 аз a4 as ae aγ aι a2 аз a4 as ae aγ
Scenario N
aι 0.00 0.90 0.85 0.58 0.74 0.87 0.75 0.00 0.79 0.66 0.60 1.00 0.75 0.47
a2 0.74 0.00 0.82 0.56 0.71 0.86 0.66 0.90 0.00 0.89 0.72 1.00 0.75 0.71
аз 0.90 0.90 0.00 0.70 0.81 1.00 0.89 0.87 0.80 0.00 0.78 0.94 0.81 0.78
a4 0.90 0.94 0.88 0.00 0.77 0.86 0.87 0.78 0.75 0.62 0.00 0.97 0.67 0.77
as 0.69 0.71 0.68 0.50 0.00 0.78 0.70 0.73 0.69 0.51 0.73 0.00 0.50 0.49
ae 0.83 0.90 0.83 0.54 0.80 0.00 0.83 0.85 0.77 0.76 0.74 0.96 0.00 0.58
aγ 0.96 0.98 0.91 0.74 0.80 0.92 0.00 0.96 0.89 0.89 0.90 0.97 0.80 0.00

Scenario U

aι 0.00 0.85 0.81 0.38 0.72 0.83 0.67 0.00 0.90 0.71 0.52 1.00 0.66 0.45
a2 0.73 0.00 0.82 0.48 0.73 0.82 0.62 0.85 0.00 0.91 0.58 1.00 0.66 0.57
аз 0.85 0.85 0.00 0.55 0.77 1.00 0.83 0.83 0.77 0.00 0.68 0.95 0.77 0.68
a4 0.92 0.95 0.90 0.00 0.74 0.86 0.89 0.83 0.80 0.70 0.00 0.98 0.67 0.83
as 0.68 0.70 0.66 0.39 0.00 0.73 0.63 0.72 0.72 0.55 0.62 0.00 0.39 0.48
ae 0.82 0.85 0.80 0.45 0.83 0.00 0.81 0.81 0.88 0.86 0.70 0.97 0.00 0.62
aγ 0.97 0.99 0.93 0.68 0.77 0.87 0.00 0.97 0.91 0.85 0.85 0.97 0.77 0.00

Scenario J

bgcolor=white>0.65
aι 0.00 0.92 0.84 0.68 0.88 0.76 0.00 0.88 0.81 0.72 1.00 0.76 0.64
a2 0.79 0.00 0.78 0.66 0.71 0.86 0.72 0.92 0.00 0.94 0.78 1.00 0.76 0.77
аз 0.92 0.92 0.00 0.76 0.78 1.00 0.91 0.87 0.77 0.00 0.80 0.91 0.79 0.81

(continued)

Table A5 (continued)

Pre crisis period
aι a2 аз a4 as ae aγ
a4 0.85 0.91 0.81 0.00 0.72 0.82 0.80
as 0.62 0.63 0.60 0.46 0.00 0.75 0.67
a6 0.88 0.92 0.82 0.60 0.79 0.00 0.89
aγ 0.94 0.97 0.86 0.72 0.77 0.93 0.00

During crisis

aι a2 аз a4 as ae aγ
0.68 0.63 0.63 0.00 0.96 0.58 0.69
0.67 0.72 0.62 0.79 0.00 0.47 0.58
0.84 0.82 0.89 0.82 0.94 0.00 0.72
0.94 0.83 0.90 0.92 0.95 0.77 0.00

Appendix A: Matrices of Aggregated Concordance Indices

Table A6 Model without overeducation for economic and statistics disciplines

Pre crisis period During crisis
aι a2 аз a4 as ae aγ aι a2 аз a4 as ae aγ
Scenario N
aι 0.00 0.90 0.85 0.58 0.54 0.87 0.73 0.00 0.97 0.86 0.51 0.82 0.75 0.67
a2 0.81 0.00 0.77 0.62 0.58 0.86 0.61 0.77 0.00 0.94 0.52 0.80 0.75 0.68
аз 0.90 0.90 0.00 0.70 0.61 1.00 0.89 0.86 0.80 0.00 0.58 0.74 0.81 0.78
a4 0.90 0.94 0.88 0.00 0.57 0.86 0.87 0.78 0.75 0.76 0.00 0.97 0.67 0.80
as 0.69 0.71 0.68 0.50 0.00 0.78 0.70 0.73 0.79 0.71 0.76 0.00 0.50 0.65
ae 0.82 0.90 0.71 0.50 0.65 0.00 0.70 0.65 0.92 0.87 0.62 0.76 0.00 0.68
aγ 0.96 0.98 0.91 0.74 0.60 0.92 0.00 0.96 0.89 0.90 0.70 0.77 0.80 0.00

Scenario U

bgcolor=white>0.60
aι 0.00 0.85 0.81 0.38 0.64 0.83 0.66 0.00 0.97 0.79 0.48 0.93 0.66 0.53
a2 0.75 0.00 0.81 0.50 0.67 0.82 0.80 0.00 0.93 0.50 0.92 0.66 0.56
аз 0.85 0.85 0.00 0.55 0.69 1.00 0.83 0.82 0.77 0.00 0.60 0.87 0.77 0.68
a4 0.92 0.95 0.90 0.00 0.66 0.86 0.89 0.83 0.80 0.76 0.00 0.98 0.67 0.84
as 0.68 0.70 0.66 0.39 0.00 0.73 0.63 0.72 0.76 0.63 0.64 0.00 0.39 0.55
ae 0.81 0.85 0.75 0.44 0.77 0.00 0.76 0.73 0.94 0.91 0.65 0.89 0.00 0.66
aγ 0.97 0.99 0.93 0.68 0.69 0.87 0.00 0.97 0.91 0.86 0.77 0.89 0.77 0.00

Scenario J

aι 0.00 0.92 0.84 0.65 0.60 0.88 0.75 0.00 0.95 0.89 0.69 0.93 0.76 0.72
a2 0.82 0.00 0.77 0.68 0.66 0.86 0.70 0.87 0.00 0.96 0.70 0.92 0.76 0.76
аз 0.92 0.92 0.00 0.76 0.70 1.00 0.91 0.87 0.77 0.00 0.72 0.83 0.79 0.81

(continued)

Table A6 (continued)

Pre crisis period
aι a2 аз a4 as ae aγ
a4 0.85 0.91 0.81 0.00 0.64 0.82 0.80
as 0.62 0.63 0.60 0.46 0.00 0.75 0.67
ae 0.87 0.92 0.77 0.59 0.73 0.00 0.83
aγ 0.94 0.97 0.86 0.72 0.69 0.93 0.00

During crisis

aι a2 аз a4 as ae aγ
0.68 0.63 0.69 0.00 0.96 0.58 0.70
0.67 0.76 0.70 0.81 0.00 0.47 0.65
0.76 0.88 0.93 0.77 0.86 0.00 0.76
0.94 0.83 0.91 0.84 0.87 0.77 0.00

Appendix A: Matrices of Aggregated Concordance Indices

Table A7 Complete model for political-social disciplines

bgcolor=white>0.00
Pre crisis period During crisis
aι аз a4 as ae aγ aι аз a4 as ae aγ
Scenario N
aι 0.00 0.80 0.70 0.89 0.95 0.81 0.00 0.71 0.63 0.85 0.69 0.64
аз 0.78 0.00 0.78 0.80 0.87 0.74 0.98 0.00 0.77 0.75 0.71 0.85
a4 0.78 0.95 0.00 0.82 0.80 0.89 1.00 0.88 0.00 0.91 0.90 0.92
as 0.74 0.80 0.71 0.96 0.81 0.78 0.71 0.65 0.00 0.80 0.62
ae 0.59 0.68 0.68 0.80 0.00 0.72 0.78 0.67 0.77 1.00 0.00 0.62
aγ 0.85 0.83 0.90 0.80 0.93 0.00 1.00 0.85 0.87 0.98 0.90 0.00

Scenario U

aι 0.00 0.74 0.61 0.86 0.93 0.75 0.00 0.69 0.55 0.82 0.61 0.61
аз 0.78 0.00 0.72 0.79 0.85 0.67 0.97 0.00 0.72 0.70 0.64 0.81
a4 0.83 0.96 0.00 0.81 0.79 0.87 1.00 0.85 0.00 0.88 0.87 0.90
as 0.74 0.74 0.63 0.00 0.97 0.77 0.77 0.71 0.62 0.00 0.74 0.65
ae 0.62 0.64 0.61 0.79 0.00 0.71 0.77 0.68 0.76 1.00 0.00 0.65
aγ 0.88 0.81 0.87 0.80 0.92 0.00 1.00 0.83 0.84 0.98 0.87 0.00

Scenario J

aι 0.00 0.84 0.76 0.90 0.96 0.85 0.00 0.73 0.67 0.85 0.73 0.65
аз 0.77 0.00 0.82 0.79 0.90 0.79 0.98 0.00 0.80 0.78 0.74 0.87
a4 0.74 0.93 0.00 0.82 0.84 0.92 1.00 0.89 0.00 0.93 0.92 0.94
as 0.71 0.84 0.77 0.00 0.97 0.84 0.77 0.71 0.66 0.00 0.84 0.60
ae 0.52 0.68 0.72 0.78 0.00 0.71 0.78 0.69 0.79 1.00 0.00 0.63
aγ 0.81 0.82 0.92 0.78 0.94 0.00 1.00 0.86 0.90 0.98 0.92 0.00

Table A8 Model without mismatching for political-social disciplines

bgcolor=white>aγ
Pre crisis period During crisis
aι аз a4 as ae aγ aι аз a4 as ae aγ
Scenario N
aι 0.00 0.80 0.70 0.89 0.95 0.81 0.00 0.66 0.62 0.85 0.69 0.59
аз 0.78 0.00 0.78 0.80 0.89 0.74 0.98 0.00 0.77 0.75 0.71 0.85
a4 0.75 0.94 0.00 0.82 0.78 0.90 1.00 0.88 0.00 0.91 0.90 0.92
as 0.73 0.80 0.71 0.00 0.92 0.81 0.80 0.74 0.67 0.00 0.80 0.66
ae 0.59 0.68 0.68 0.80 0.00 0.72 0.82 0.67 0.78 1.00 0.00 0.63
0.85 0.83 0.90 0.80 0.90 0.00 1.00 0.85 0.87 0.98 0.90 0.00

Scenario U

aι 0.00 0.70 0.55 0.85 0.93 0.72 0.00 0.70 0.50 0.80 0.56 0.61
аз 0.76 0.00 0.68 0.77 0.84 0.61 0.97 0.00 0.68 0.66 0.59 0.79
a4 0.83 0.96 0.00 0.79 0.80 0.85 1.00 0.83 0.00 0.87 0.85 0.88
as 0.72 0.70 0.57 0.00 0.97 0.74 0.75 0.72 0.58 0.00 0.70 0.65
ae 0.60 0.60 0.55 0.77 0.00 0.68 0.75 0.72 0.77 1.00 0.00 0.68
aγ 0.88 0.79 0.85 0.78 0.92 0.00 1.00 0.81 0.81 0.97 0.85 0.00

Scenario J

aι 0.00 0.84 0.76 0.90 0.96 0.85 0.00 0.72 0.66 0.85 0.73 0.63
аз 0.74 0.00 0.82 0.77 0.91 0.79 0.98 0.00 0.80 0.77 0.74 0.86
a4 0.70 0.92 0.00 0.80 0.87 0.92 1.00 0.89 0.00 0.93 0.92 0.94
as 0.68 0.84 0.77 0.00 0.97 0.83 0.77 0.74 0.65 0.00 0.84 0.61
ae 0.46 0.66 0.71 0.76 0.00 0.68 0.80 0.74 0.81 1.00 0.00 0.67
aγ 0.78 0.81 0.92 0.76 0.94 0.00 1.00 0.85 0.90 0.98 0.92 0.00

Table A9 Model without overeducation for political-social disciplines

Pre crisis period During crisis
aι аз a4 as ae aγ aι аз a4 as ae aγ
Scenario N
aι 0.00 0.80 0.70 0.89 0.95 0.81 0.00 0.76 0.63 0.85 0.69 0.68
аз 0.78 0.00 0.78 0.80 0.86 0.74 0.98 0.00 0.77 0.75 0.71 0.85
a4 0.82 0.95 0.00 0.82 0.83 0.89 1.00 0.88 0.00 0.91 0.90 0.92
as 0.75 0.80 0.71 0.00 1.00 0.81 0.75 0.67 0.63 0.00 0.80 0.59
ae 0.59 0.68 0.68 0.80 0.00 0.72 0.73 0.66 0.76 1.00 0.00 0.61
aγ 0.86 0.83 0.90 0.80 0.96 0.00 1.00 0.85 0.87 0.98 0.90 0.00

Scenario U

bgcolor=white>0.00
aι 0.00 0.70 0.55 0.85 0.92 0.72 0.70 0.50 0.80 0.56 0.61
аз 0.76 0.00 0.68 0.77 0.83 0.61 0.97 0.00 0.68 0.66 0.59 0.79
a4 0.85 0.96 0.00 0.79 0.82 0.85 1.00 0.83 0.00 0.87 0.85 0.88
as 0.73 0.70 0.57 0.00 1.00 0.74 0.75 0.72 0.58 0.00 0.70 0.65
ae 0.60 0.60 0.55 0.77 0.00 0.68 0.75 0.72 0.77 1.00 0.00 0.68
aγ 0.88 0.79 0.85 0.78 0.94 0.00 1.00 0.81 0.81 0.97 0.85 0.00

Scenario J

aι 0.00 0.84 0.76 0.90 0.96 0.85 0.00 0.76 0.66 0.85 0.73 0.66
аз 0.74 0.00 0.82 0.77 0.90 0.79 0.98 0.00 0.80 0.77 0.74 0.86
a4 0.72 0.93 0.00 0.80 0.89 0.92 1.00 0.89 0.00 0.93 0.92 0.94
as 0.69 0.84 0.77 0.00 1.00 0.83 0.75 0.71 0.63 0.00 0.84 0.58
ae 0.46 0.66 0.71 0.76 0.00 0.68 0.77 0.74 0.80 1.00 0.00 0.66
aγ 0.78 0.81 0.92 0.76 0.97 0.00 1.00 0.85 0.90 0.98 0.92 0.00

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Source: Allegro R., Giambalvo O.. University Performance Before and During Economic Crises: An Analysis of Graduate Characteristics. Springer,2020. — 78 p.. 2020
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