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Social Networks, Pedagogy, and Weak Ties: The Impact of Collaborative Social Capital on Grades
Unformatted Document Text:  Bird – Networks & Grades 42 A PPENDIX 2: D ISTANCE -------------------------------------------------------------------------------- Type of data: ADJACENCY Nearness transform: NONE Input dataset: C:\Documents and Settings\Pooky\My Documents\Boston Univ\Fall 2003\MB 874 Network Analysis\grades social networks paper\1-7-04 data manipulations\entire_dich-1.2.3\Entire matrix dich123 For each pair of nodes, the algorithm finds the # of edges in the shortest path between them. Average distance (among reachable pairs) = 7.654 Distance-based cohesion = 0.063 (range 0 to 1; larger values indicate greater cohesiveness) Distance-weighted Fragmentation = 0.937 A PPENDIX 3: D ESCRIPTIVE S TATISTICS N = 198 describes survey respondents only N = 294 describes survey respondents and non-respondents; entire class Student Year (all students) N = 294 Freshman Sophomore Junior Senior 20.8% 55.8% 16.2% 7.2% Motivation (resp.’s only) N = 198 10 9 8 7 6 5 4 3 2 1 24.9% 30.5% 25.4% 10.6% 4.1% 2.0% 0.5% 2.0% 0% 0% Student Grade(all students) N = 294 A A- B+ B B- C+ C C- D 13.2% 16.8% 19.3% 16.2% 14.2% 9.2% 7.6% 1.0% 2.5% Affiliation (resp.’s only) N = 198 None Republican Democrat Green Libertarian Communist 30.3% 14.6% 50.7% 2.4% 1.5% 0.5% Connections Between Students total % total cells (total potential connections between all students) 86436 100.000 "1's" (minimal) 209 0.241 "2's" (medium) 227 0.263 "3's" (intense) 126 0.146

Authors: Bird, Stephen.
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background image
Bird – Networks & Grades
42
A
PPENDIX
2:
D
ISTANCE
--------------------------------------------------------------------------------

Type of data: ADJACENCY
Nearness transform: NONE
Input dataset: C:\Documents and Settings\Pooky\My Documents\Boston Univ\Fall 2003\MB 874
Network Analysis\grades social networks paper\1-7-04 data manipulations\entire_dich-1.2.3\Entire matrix
dich123

For each pair of nodes, the algorithm finds the # of edges in the shortest path between them.

Average distance (among reachable pairs) =
7.654

Distance-based cohesion =
0.063
(range 0 to 1; larger values indicate greater cohesiveness)
Distance-weighted Fragmentation =
0.937

A
PPENDIX
3:
D
ESCRIPTIVE
S
TATISTICS

N = 198 describes survey respondents only
N = 294 describes survey respondents and non-respondents; entire class

Student Year
(all students)
N = 294
Freshman
Sophomore
Junior
Senior
20.8%
55.8%
16.2%
7.2%
Motivation
(resp.’s only)
N = 198
10
9
8
7
6
5
4
3
2
1
24.9%
30.5%
25.4%
10.6%
4.1%
2.0%
0.5%
2.0%
0%
0%
Student Grade
(all students)
N = 294
A
A-
B+
B
B-
C+
C
C-
D
13.2%
16.8%
19.3%
16.2%
14.2%
9.2%
7.6%
1.0%
2.5%
Affiliation
(resp.’s only)
N = 198
None
Republican
Democrat
Green
Libertarian
Communist
30.3%
14.6%
50.7%
2.4%
1.5%
0.5%
Connections Between Students
total
%
total cells
(total potential connections between all students)
86436
100.000
"1's" (minimal)
209
0.241
"2's" (medium)
227
0.263
"3's" (intense)
126
0.146


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