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My closest relationship is with “Yur Mama”: Data quality in the CHIP50 ego network module Cover

My closest relationship is with “Yur Mama”: Data quality in the CHIP50 ego network module

Open Access
|Nov 2025

Figures & Tables

Table 1

Frequency of problematic responses by type.

Type of responseNumber of respondents
Non-agent alters
Numbers61
Companies38
Words53
Random text42
Random keystrokes8
Invalid alters
Duplicates2,631
No one148
Self57
Collective310
Deity129
Celebrity32
Pet9
Inconsistent responses
Parent alters514
Child alters130
Politics770

Source: Author’s contribution.

Table 2

Demographic and ego network characteristics of the unweighted raw and cleaned samples.

CharacteristicRaw sampleCleaned sampleTest
N 25,18320,901
Age48.52 (16.45)49.25 (16.59) t = −4.73, p < 0.01
Income62356.32 (74385.01)62202.57 (72801.71) t = 0.22, p = 0.82
Urbanicity2.93 (1.58)2.97 (1.58) t = −2.52, p = 0.01
Education3.22 (1.07)3.23 (1.06) t = −1.41, p = 0.16
Male0.460.46 t = 1.65, p = 0.1
Single0.320.31 t = 1.36, p = 0.17
Race
White0.680.71 χ 2 = 35.88, p < 0.01
African American0.150.14
Hispanic0.070.07
Asian American0.050.05
Other0.020.02
Pacific Islander0.020.01
Native American< 0.01< 0.01
State (selected)
CA0.050.05 χ 2 = 20.39, p = 1
FL0.040.04
NY0.040.03
TX0.040.04
GA0.030.02
Network characteristics
Size4.57 (1.03)4.55 (1.05) t = 1.38, p = 0.17
Frequency3.49 (0.93)3.44 (0.91) t = 4.93, p < 0.01
Kin0.85 (0.19)0.85 (0.19) t = −0.03, p = 0.98

Source: Author’s contribution.

DOI: https://doi.org/10.2478/connections-2025-0004 | Journal eISSN: 2816-4245 (formerly 0226-1766) | Journal ISSN: 0226-1766
Language: English
Page range: 56 - 65
Submitted on: Aug 22, 2025
Accepted on: Sep 21, 2025
Published on: Nov 12, 2025
Published by: International Network for Social Network Analysis (INSNA)
In partnership with: Paradigm Publishing Services
Publication frequency: 1 issue per year

© 2025 Zachary P. Neal, Jennifer Watling Neal, published by International Network for Social Network Analysis (INSNA)
This work is licensed under the Creative Commons Attribution 4.0 License.