{'fraction_non_alphanumeric': 0.024125452352231604, 'fraction_numerical': 0.012062726176115802, 'mean_word_length': 5.33587786259542, 'pattern_counts': {'":': 0, '<': 0, '<?xml version=': 0, '>': 0, 'https://': 0, 'lorem ipsum': 0, 'www.': 0, 'xml': 0}, 'pii_count': 0, 'substrings_counts': 0, 'word_list_counts': {'cursed_substrings.json': 0, 'profanity_word_list.json': 0, 'sexual_word_list.json': 0, 'zh_pornsignals.json': 0}}
Factors Influencing Students' Decisions to Major In A Computer-Related Discipline

Too few students are entering the workforce with the technological skills required due to several factors, including under-enrollment in the computer-related disciplines by college students. Enrollment in these disciplines has made some progress since the precipitous decline of 2000 – 2007 and steps have been taken to attract more majors. However, we still do not fully understand the factors that influence students to choose to major in the computer-related disciplines. The purpose of the research described here was to: 1) explore, in-depth, specific factors that might influence a student’s decision to major in a computer-related discipline and 2) determine if there were commonalities amongst these factors across the subject population.