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WHAT COMPUTER SKILLS DO EMPLOYERS EXPECT FROM RECENT COLLEGE GRADUATES?

What Computer Skills Do Employers Expect From Recent College Graduates?
Philip Davis, Instructional Technology Librarian
Cornell University
Ithaca, N.Y.
Table of Contents
Cornell University 2
Cornell Library Conducts Study 2
Research Methodology 3
A Review of the Results 3
Rankings, Groupings, and Correlations 4
Ranking Computer Skills: 4
Grouping Computer Skills: 4
Other Computer Skills 4
Comments From Employers 5
Variability of Employment 5
Communication Skills 5
Adaptability 6
What Do These Results Mean? 6
Why is this research important for librarians? 7
What Computer Skills Do Employers Expect From Recent College Graduates?
Philip Davis, Instructional Technology Librarian
Cornell University
Ithaca, N.Y.
The university is responsible for graduating students with the skills necessary to thrive
and lead in a rapidly changing technological environment. Meanwhile corporate leaders are
putting more emphasis on recruiting individuals with an understanding of computers and
information systems. 
A nationwide survey by the Olsten Corp of 1,481 management systems executives found that
computer literacy requirements for all job levels increased dramatically over a
three-year period in the early nineties. However, another survey by HR Focus of 20 human
resource executives found a lack of computer-literacy skills in recent college graduates.

Cornell Library Conducts Study
Cornell University's Albert R. Mann Library has a formal instruction program that reaches
nearly 1,000 participants in over 60 hands-on computer workshops per semester. Workshop
topics cover bibliographic research techniques, Internet searching principles, database
searching skills, word Processing, Spreadsheets, and information management. Classes are
supplemented by several online tutorials. Descriptions of these classes and tutorials are
located at http://www.mannlib.cornell.edu/workshops/.
The purpose of our research was to identify the computer skills employers felt were
necessary when recruiting recent Cornell graduates. The results of this study were part
of a larger evaluation of computing across the curriculum in the College of Agriculture
and Life Sciences. This study was also used as a tool to evaluate our library's
instruction program, and provided us with a comparison to a 1990 survey of employers,
faculty advisors and graduates in the school of Agricultural Economics. 
Research Methodology
Corporations who regularly visit the Cornell campus to recruit graduating students were
our focus population. Our questionnaire was designed to gather information on five
categories of computer literacy skill: 1)Creating Documents and Multimedia, 2) Working
with Computer Programs, 3) Managing Databases, 4) Manipulating Numeric Data, 5) Computer
Networks, a five-point scale was used to indicate competency levels. Of the 300
questionnaires mailed, 150 returned with usable responses. 
A Review of the Results
Generally employers have a high expectation of computer literacy in recent college
graduates (Figure 1). A total of 125 (83.3%) indicated that computer competency skills
are either important or  very important in the hiring decision. 
Within the Documents and Multimedia section, Word Processing (Figure 2) ranked the
highest, with 144 (96%0 of employers expecting at least basic word processing skills. The
majority of recruiters (97 or 67%) responded not relevant or none to Desktop Publishing
Skills (Figure 3), whereas the re was a clustering of 41 respondents (112 or 75%) wanted
at least basic Graphics or Presentation Software Skills (Figure 4). Lastly, the majority
of employers did not consider Creating Internet Documents (Figure 5) very important, as
105 (70%) considered this skill not relevant, or would be willing to train.
From the Working With Computer Programs section, employers showed a discrepancy in
expecting the ability to install or upgrade software (Figure 6). Whereas, 61 (41%)
respondents were seeking basic skills, 46 (31%) respondents indicated that this
particular skill was not relevant. Ninety-four (64%) employers were looking for at least
basic skills to create or modify programs or macros for individual use (Figure 7). The
majority of respondents (67%) indicated that the ability to create commercial software
(Figure 8) was not relevant to the job; however, for those who responded favorably, 21
(14%) were expecting either intermediate or advanced skills.
Skills from the Managing Databases section scored slightly lower, with basic database
entry and editing skills (Figure 9) coming out highest in this group-122 (83%)
respondents expected at least basic skills.
Generally Numeric Data skills (and specifically spreadsheet skills ) scored very highly
as a group. Even the ability to perform detailed analysis (Figure 10) was expected by 86%
of respondents.
Lastly, employers responded very favorably to Computer Network skills (Figure 11). An
overwhelming majority (93%) expected e-mail experience, and 63.3% expected competency
with online and Internet searching. The Other category comprised open responses that
included network configurations and network software.
Rankings, Groupings, and Correlations
Ranking Computer Skills: 
Figure 12 provides an overview of how all computer literacy skills are ranked with
respect to one another. Scores were calculated for each skill weighing responses and
correcting for missing data. The maximum score for any skill was 100, given to word
processing.
Grouping Computer Skills: 
Correlation analysis was performed on the data with the goal of presenting an overview of
how computer competency skills are related to one another. The correlation matrix (Figure
13) easily identifies pockets of significant correlation (high correlation indicated by
dark cells). Question numbers are indicated along the X and Y axes. Most skills were
significantly and positively related to each other.
Individual skills were highly correlated within each functional group (Figure 13). This
was especially so within the Computer Programs (3), Managing Databases (4), and Numeric
Data (5) categories, but less so within Creating Documents and Multimedia (2) category.
The importance of computer skills (question 1), was significantly correlated with most
skills (Figure 13), with higher emphasis on Internet Documents (2e), Installing software
(3a), Modifying programs or macros (3b) and Writing documentation for computer programs
(3e).Word processing (2a) was highly correlated with basic and intermediate spreadsheet
competency (5a, 5b, 5c ). Graphics/presentation skills (2c) was also highly correlated
with spreadsheet skills (5a-5e). Basic and intermediate computer programming skills (3a,
3b, 3c) were highly correlated with most database management skills (4a-4e), numerical
analysis (5e) and mathematical modeling (5f). Lastly, database management skills (4a-4e)
were highly correlated with advanced numeric data skills (5e, 5f, 5g), which include
statistical analysis, mathematical modeling and geographic information systems (GIS).
Other Computer Skills
Many employers used the Other Computer Skills open-ended question to list specific
languages, programs or skills (Table 1). Those listing programming skills overwhelmingly
mentioned C or C++ as a language. Respondents listing specific operating systems made
high reference to UNIX and DOS/Windows platforms. Excluding word-processing and
spreadsheet skills (which were analyzed in more detail in other parts of the
questionnaire), Computer Aided Design (CAD) skills were listed most frequently.
Comments From Employers
The last open question solicited comments. Of the 43 responses, most comments included
recruiting preferences and anecdotes. 
Variability of Employment
Several of the respondents remarked that the questionnaire was difficult to fill out
since they recruit for different positions in various departments: Computer skill
expectations vary depending on the department one joins. One recruiter even concluded
that computer-skill requirement varies by engineering discipline.
Many employers agreed that computer literacy is important to all, and that  if a student
graduates without any [skills], he/she will have a distinct disadvantage in the
workforce. Lacking these skills would not exclude most college graduates from the job
market, however, the more skills they exhibit, the more attractive they would be to
potential employers.
Communication Skills
though this study looked only at computer competency, basic literary skills are the
foundation for technical skills. One recruiter remarked that writing skills are extremely
vital, even in a technical organization. In consulting organizations, oral presentation
skills are vital, even at the most junior levels. Another added that recent college
graduates must be able to communicate clearly-both written and verbal [and be able] to
think clearly and creatively.
Problem-Solving Skills
veral recruiters commented on the importance of basic problem-solving skills. One wrote
that it is not as important that a graduate know a lot of programs or know programming as
much as it is needed for students to be computer [literate] and grasp concepts that can
be applied to many situations across programs.
Another recruiter would rather hire a logical, mathematically minded candidate who can
think their way through applications. Still, one recruiter advised that it is not enough
to list the skill on a resume. The candidate must demonstrate that they have used the
skill to solve problems. They must be able to apply knowledge and expertise to a problem
and then solve it using computer skills.
Adaptability
As the tools rapidly change, students today must be quick to learn as well as eager to do
so, remarked one respondent. Although tools change, computer skills are transferable. For
new employees, some larger companies offer a training program to provide the candidates
who may be lacking in computer skills the opportunity to be brought up to speed to
function in a department. One respondent even acknowledged that computer skills are
criteria used in our career planning system to promote employees.
What Do These Results Mean?
Although this study has helped us understand the kinds and proficiencies of computer
skills sought by recruiters, we need to speculate further on what the results mean to
Cornell.
This study represents a static picture or snap-shot of what employers are looking for
today; it does not predict what employers will be looking for in four years time when our
new group of freshman graduate. We were surprised to see that creating documents for the
Internet was ranked last out of 23 skills; however, industry experts might predict that
this skill will become as important as basic word processing in the next few years.
This study also assumes that there is a core set of computer skills that each student
should possess upon graduation would be a gross oversimplification to conclude that all
entry-level positions, from customer service representative to systems analysts, require
the same set of computer skills. Although the study did not compare colleges, Geissler
and Horridge did note a significant difference at Texas Tech University.
From the standpoint of a college, however, a minimum required set of computer skills may
be appropriate to standardize over the curriculum. A 1995 survey by the American
Association of State Colleges indicated that 22% of state colleges and universities
require computer literacy of all graduates. The most common solution was to require a
survey course covering word processing, spreadsheets, database management principles and
introductory Internet navigation.
Can we test for computer proficiency in the same way that we test for language and math
proficiency? Previously published studies have used questionnaires. However there is
currently a lack of literature on computer-aided exams.
Can we assume that students will arrive at the university already with sufficient
computer literacy skills? A study of freshman at East Carolina University concluded that
library and information skills taught in high school had little effect on students
entering college. Another study of 193 undergraduates at East Carolina University
indicated that students had studied a wide variety of software in their previous
schooling, but had forgotten most of them by their senior year. That study also observed
that students tend to overestimate their computer skills. For employers, this can be
problematic, since the majority do not give any kind of competency test to job
applicants.
Why is this research important for librarians?
It is the responsibility of the university to graduate students who have the body of
information management skills actively sought by corporate recruiters. As information
management professionals, librarians are in a premier position to teach theses skills.
While information management skills are taught to some extent by faculty as part of their
classes, librarians are in a unique position to construct a curriculum whose purpose is
to teach these skills both incrementally, and as part of a comprehensive instruction
program.
Bibliography:
AASCU (1995), On the Bring:Report on the Use of Management of Information Technology at
AASCU Institutions, Washington, DC: American Association of State Colleges and
universities.
Arzy, Marsha r. (1992), Analysis of Necessary Computer Skills for Entry-Level Office
Workers, masters thesis, Eastern Montana college, (ED360484).
Baker, Ronald L. (1990), A Comprehensive Integrated Computing curriculum for End-Users,
Education and Computing, 6(1-2), pp. 47-53.
Brown, Bob & Diane Kester (1993), College Students and computers (ED366291).
Curtis, P. A. & et al. (1986), Measuring comptuer Literacy in colleges of Agriculture:
Results, conclusions and Implications, college Station, TX: Texas A&M University, Dept.
of Agricultural Economics, (ED286474).
Geisler, Jayne e. & Patricia Horridge (1993), University Students' Computer Knowledge and
Commitment to Learning, Journal of Research on computing in Education, 25(3), pp.
347-365.
Kanter, Jerry (1993a), Computer Skills are More Critical, But Training Lags, HR Focus,
70(5), p.18.
Kanter, Jerry (1993b), Training and Testing for Computer Skills Lag, Supervision, 54(12),
p. 6.
Kanter, Jerry (1996), Guidelines for attaining Information Literacy, Information
Strategy: The Executives Journal, 12(3), pp. 6-11.
Kester, D. (1994), Secondary School Library and Informatipn Skills: Are they transferred
from high school to college? Reference Librarian, 44, pp. 9-17.
Monk, David, Philip Davis, Don Peasley, Peter Hillman & Paul Yarbrough (1996), Meeting
the Needs of CALS Students for computing Capabilities: Final Report of the Ad Hoc
Committee on college of Agriculture and Life Sciences Student Computer Competencies,
Ithaica, NY: Cornell University (in process).
Ochs, Mary &et al. (1991), Assessing the Value of an Information Literacy Program,
Ithaca, NY: Cornell University, Albert R. Mann Library (ED340385).
Rohlf, F.J. & RR Sokal (1969), Statistical Tables, 3rd Edition, New York, NY: WH
Freeman.
Stephens, Derek & Fytton Rowland (1993), Initial IT Training in Departments of
Information and Library Studeies in the British Isles: A Survey of Student Views,
Education for Information, 11(3), pp. 189-204.
Thompson, Curt & Bob Smith (1992), Are College Graduates Missing the Corporate Boat, HR
Focus, 69(4), p.23/
Von Holzen, roger Lee & Robert V. Price (1990), Five Year Trends in Computer Students'
Attitudes and Skill Levels, (ED333860).
Bibliography
None


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