Hypothesis Testing. The proposed associations were tested by
regressing employee injuries on the predictor and control variables
(industry type, organizational size). Support for the hypothesis is
found if the beta weight is negative and the confidence interval around
the beta weight does not include zero (a 90% confidence interval was
used due to the small sample size).
RESULTS
Findings
Correlations and Descriptives. Descriptive statistics, reliability
estimates, and correlations for all measures are reported in Table 1.
Contrary to expectations, the correlations between the independent and
dependent variables all had confidence intervals including zero.
Hypotheses. The first proposed hypothesis was tested by regressing
injuries on the selection predictor variable and control variables. The
standardized beta-weight for injuries is -.02, and has a confidence
interval that includes zero (CI = -.28, .23), thus not supporting a link
between selection for safety and reduced injuries (see Table 2).
The connections between general selection practices (prior work
experience, personality-testing, intelligence-testing, drug-testing,
alcohol-testing, and pre-employment physicals) and injuries were
examined using additional regression analysis (Table 3). Of these
practices, both prior work experience and drug-testing resulted in
non-zero regression weights ([beta] = -.31; CI = -.54, -.08; [beta] =
-.46; CI = -.83, -.08, respectively). These findings suggest that hiring
for prior work experience and conducting pre-employment drug-testing are
associated with lower numbers of workplace injuries, indicating partial
support for Hypothesis 1b.
The second proposed hypothesis was tested by regressing injuries on
the training predictor variable and control variables (industry type and
organizational size). The results showed the association between
training and injuries was low and positive ([beta] = .12) and the
confidence interval included zero (CI = -.14, .38). Therefore, support
for the hypothesis that training practices are positively associated
with organizational safety outcomes was not found (see Table 2).
The third proposed hypothesis was tested by regressing injuries on
the performance evaluation variable and control variables. The
standardized beta weight for injuries is -.17, and has a confidence
interval that includes zero (CI = -.42, .09), thus not supporting a
connection between performance evaluation and reduced injuries (see
Table 2).
Hypothesis 4a was tested by regressing injuries on the individual
compensation predictor variable and control variables (see Table 2). The
connection between individual compensation with injuries ([beta] = -.27)
was negative and the confidence intervals around this beta-weight did
not include zero (CI = -.51, -.03), thus supporting the hypothesis that
individual safety rewards are associated with reduced injuries.
Hypothesis 4b was then tested by regressing injuries on the group
compensation predictor variable and control variables (see Table 2). The
link between group compensation and injuries ([beta] = -.39) was
negative and did not include zero (CI = -.63, -.15), thus indicating
support for the hypothesis that group compensation practices are
associated with reduced injuries. Further, the beta-weight of group
compensation ([beta] = -.39) was larger than for individual compensation
([beta] = -.27), indicating that group compensation may potentially have
a stronger association with injury outcomes than individual
compensation.
The connection between individual and group compensation and
injuries was tested further by regressing injuries on both individual
and group compensation and the control variables simultaneously (see
Table 4). The beta-weight for individual compensation ([beta] = -.12)
was still negative, but the confidence interval around the beta-weight
included zero (CI = -.38, .14). Whereas the beta-weight for group
compensation ([beta] = -.33) was negative and the confidence interval
around the beta-weight did not include zero (CI = -.61, -.06). Thus,
when including both individual and group compensation, individual
compensation's link with injuries no longer existed, indicating
group compensation has the strongest association with reduced injuries.
DISCUSSION
Some of the findings in this study confirmed past findings and
others provided interesting additions to the literature. Selecting for
safety per se had not been studied much in the past, though some
individual differences leading to injuries had been identified (Tiffin
and McCormick, 1962; Arthur et at, 1991; Powell et at, 1971). Although
failing to produce support for general selection of safety, this study
found both prior work experience and drug-testing were associated with
safety outcomes. The results for drug-testing added to the mixed
findings, contrasting Normand et al.'s (1990), but supporting
Spicer et al.'s (2003) findings. The work experience association
supports Hansen's (1989) findings.
In contrast to several recent findings (Reber et al., 1993; Lehto
and Salvendy, 1995; Harshbarger and Rose, 1991), this study did not find
a connection between training and organizational safety outcomes. This
lack of findings may be due to the training measure as it includes both
supervisory and employee training. Although Harshbarger and Rose (1991)
found that training was important at both levels, Harvey et al. (2001)
found training was more important at the supervisory level. Training is
also an aspect of safety more regulated by OSHA, perhaps decreasing the
difference in the training practices across organizations. Performance
evaluation also was not associated with safety in this study. This
finding may be due to how performance evaluation was operationalized.
Both formal performance evaluations and more general feedback questions
were included, whereas most often studies examine the more general
feedback and derive this measure from the employees (McAfee and Winn,
1989).
The examination of compensation's association with safety
outcomes produced one of the key findings in this study. Consistent with
past research, this study found that compensating for safety is
associated with a lower number of injuries (Harshberger and Rose, 1991;
McAfee and Winn, 1989; Zohar and Fussfeld, 1981). Although past research
has found that a variety of compensation methods have positive effects
(McAfee and Winn, 1989), individual and group safety compensation had
not been compared previously.
Implications
Theoretical. This study's finding that group compensation has
a stronger association with organizational safety outcomes than
individual compensation suggests that researchers should perhaps revisit
what creates a safe environment. Is a safer environment produced when
employees work more as a group versus individually? If so, then perhaps
group compensation needs to be an organization's focus. This
contradicts past research that has been more supportive of individual
compensation (Bartol and Locke, 2000). However, the importance of team
interaction as noted by Hoffmann and Stetzer (1996) in reinforcing
safety may make group pressure or shared norms more salient in safety,
requiring reinforcement at the group level.
The findings that selecting specifically for safety does not have
an impact on safety, but that more general selection practices
(drug-testing and prior work experience) do have an impact, also have
theoretical implications. Do selection practices need a direct link to
outcomes sought, or may an indirect link be as effective? If so,
organizations may be able to select for multiple organizational
performance outcomes using a single, general selection practice.
Managerial. Some HR safety practices were found to have an
association with employee injuries, indicating improvements in safety go
beyond ergonomics and engineering aspects. Oftentimes safety outcomes
are potential indicators of managerial practices (Ruth, 2004) rather
than indicators of an ergonomically unsafe environment. Management needs
to be able to indicate to employees that safety is more important than
performance (Mullen, 2004). This can be done through a multitude of
practices, a few of which have been indicated in this study, although
these are far from comprehensive. Hiring for prior work experience and
drug-testing are indicated to be good safety practices. This provides
the prospect that organizations should consider the potential of
altering their selection practices to take safety into account. However,
using drug-testing as a selection practice has been noted in past
research to have its limitations (Macdonald, 1997, 1995; Normand et al.,
1990). Thus, organizations need to take into account a cost and benefit
analysis, and examine the population that they will be screening prior
to implementing this practice.
Further, compensation for safety (particularly at the group level)
is found to be important. Organizations should seek rewards that help
encourage employee support of safety practices. The importance of these
rewards is discussed by Mullen (2004) who found that often employees
would receive pressure to simply "get the job done."
Organizations also need to maintain caution in not deterring employees
from reporting injuries (Collinson, 1999). Overall, these findings
encourage organizations to expand use of HR practices to help improve
overall safety.
Limitations
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