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Questions for the article ----Safety Climate/ How can you
measure it…..
1. What do you think that Jane the truck driver and Joe the
lineman should do?
2. You are to describe the difference and similarities between
the terms safety culture and safety climate.
3. The authors suggest that employees’ perceptions are
influenced by what they see, such as how well supervisors and
managers support safety. What do you think influences these
perceptions?
a. What specifically would you suggest to a supervisor/manager
should do to influence the perceptions of their employees?
b. Why are we paying so much attention to perceptions?
4. What is the difference between validity and reliability? How
would I know that my survey is both valid and reliable?
5. The survey shows that safety climate affects safety behavior.
What is it that the authors suggest through their research that
supports the previous statement?
6. The authors tell us it is important to have all employees be
given an opportunity to take the survey. Do you agree with that
position, or not? Be prepared to defend your answer.
7. In the event that you have an employee who is illiterate:
a. Would it be important for that/these individuals to participate
in the survey?
b. If it were important to have them complete the survey, how
would you accommodate their inability to read?
8. What is the ultimate purpose of attempting to measure safety
climate in an organization?
9. The author suggests that once the surveys are completed, one
of the issues that should be checked are differences between
locations and/or departments (IE pilots, mechanics, ATC, etc.).
Do you think this is a meaningful analysis? Why or why not?
28 ProfessionalSafety january 2017 www.asse.org
Yueng-Hsiang (Emily) Huang, Ph.D., is a senior research
scientist
at Liberty Mutual Research Institute for Safety (LMRIS) in
Hopkin-
ton, MA. She holds a Ph.D. in Industrial-Organizational
Psychology/
Systems Science from Portland State University. She conducts
both
laboratory and field research in areas such as occupational
injury and
accident prevention, and organizational culture and climate. She
is a
Fellow of the American Psychological Association and the
Society for
Industrial-Organizational Psychology. Huang is an associate
editor of
Accident Analysis and Prevention.
Susan Jeffries is a research specialist at LMRIS where she
recruits
companies as potential partners in research for field studies and
serves as liaison between the institute and corporate safety
profes-
sionals in such initiatives. She conducts qualitative research
through
in-depth interviews and focus groups to investigate issues
relating to
safety in the trucking industry and other lone worker
environments.
Jeffries holds a B.S. in Marketing from Boston College.
George D. (Don) Tolbert, CSP, is technical director,
organizational
practices, with Liberty Mutual’s Risk Control Service
department.
His responsibilities include development of process and
resources
to support consulting services to help companies improve
efficacy of
safety management systems across all industries. Tolbert holds
a B.S.
from University of Georgia. He is a professional member of
ASSE’s
Georgia Chapter.
Marvin J. Dainoff, Ph.D., CPE, is director of the Center for
Behav-
ioral Sciences at LMRIS. He has research interests in workplace
ergo-
nomics and systems approaches to complex systems. He is a
Fellow
and past president of the Human Factors and Ergonomics
Society,
and director, emeritus, of the Board of Certification in
Professional Er-
gonomics. He is professor emeritus in the Department of
Psychology
and founding director of the Center for Ergonomic Research,
Miami
University, Oxford, OH.
In BrIef
•This article discusses a study
designed to better understand safety
climate in the lone worker environ-
ment and its potential impact on safety
performance.
•The authors developed and tested the
validity of a generic safety climate sur-
vey geared toward the lone working
situation, then developed two safety
climate surveys designed for trucking
and utility workers.
•The article presents the scientific
integrity of the survey development
process, and discusses the concepts of
survey reliability and validity evidence.
It also offers practical suggestions on
how to implement surveys in the field.
Safety Management
Peer-Reviewed
How Can You Measure It
& Why Does It Matter?
By Yueng-Hsiang (Emily) Huang, Susan Jeffries,
George D. (Don) Tolbert and Marvin J. Dainoff
J
ane, a truck driver, is
en route to an impor-
tant customer site and
road conditions change—a
crash, construction, a de-
tour—resulting in heavy
traffic. Unless she speeds,
the delivery will be late. The
driver knows she should ad-
here to the speed limit, but
the customer is waiting and
the boss is expecting results.
What does she do?
The pressure is on all utility
crews to restore power for an
important customer. Despite
having already worked a reg-
ular shift, Joe, a lineman feels
obligated to stay on duty. He
knows the company’s repu-
tation is at stake and the boss
is being pressured, but exhaustion has set in and he
cannot think straight. What does he do?
Every day, truck drivers, utility workers and oth-
er lone workers encounter situations in which safe-
ty conflicts with job demands. Because they work
remotely, these individuals must often resolve the
conflicts alone, without the direct support or input
of supervisors or management. Liberty Mutual Re-
search Institute for Safety (LMRIS) found that even
for lone workers a company’s safety climate (em-
ployees’ safety perceptions) is strongly associated
with safety behaviors and injury outcomes.
Safety Climate
In recent years, risk managers and safety di-
rectors have begun exploring organizational and
psychosocial factors in the workplace to comple-
ment traditional safety approaches (e.g., engineer-
ing design, protective equipment, training). One
prominent area being explored is safety climate,
which was first introduced by Zohar (1980). Zohar
defined safety climate as workers’ shared percep-
tion of an organization’s policies, procedures and
practices as they relate to the true/relative value
and importance of safety within the organization
Safety
Climate
www.asse.org january 2017 ProfessionalSafety 29
(Zohar, 1980). Safety climate reflects a company’s
state of safety at a discrete point in time.
The number of scientific studies on the topic
has rapidly increased in recent years, with emerg-
ing evidence supporting safety climate as a robust
predictor of safety outcomes (Christian, Bradley,
Wallace, et al., 2009). In 2009, Zohar joined author
Huang of LMRIS’s Center for Behavioral Sciences
to launch an extensive safety climate research ini-
tiative that continues today.
Safety Climate vs. Culture
Safety climate is often confused with safety cul-
ture. In fact, these terms describe two related but
somewhat different phenomena. Safety culture is de-
scribed as shared norms, values and beliefs that set
expectations for acceptable behavior within an orga-
nization and are taught to new employees through
socialization (i.e., the way we do things around here).
On the other hand, safety climate refers to employ-
ees’ shared perceptions of the true/relative priority of
safety (i.e., how employees perceive the company’s
commitment to safety as it is lived out, or not, ev-
ery day). Research indicates that safety climate can
be used to predict safety behavior and safety-related
outcomes (e.g., incidents, injuries) in a wide variety of
settings. While safety culture cannot be easily mea-
sured directly, safety climate can serve as an indica-
tor/measure of safety culture.
Importance of Safety Climate
Safety climate can serve as a frame of reference
for developing clear expectations regarding em-
ployees’ safety-related actions and the expected re-
action from management. Thus, in a company with
a high safety climate level, employees might per-
ceive that they are encouraged to maintain good
safety practices despite increased production pres-
sure. Consequently, they behave safely. Employees
usually develop these perceptions and expectations
by observing the actions of
supervisors and managers.
These perceptions are rein-
forced by social interaction
with coworkers, resulting
in a kind of consensus re-
garding the company’s true/
relative safety priorities (e.g.,
safety vs. productivity).
Perceptions at Different
Management Levels
The question can then be
raised: Who is the company?
Is it the executives, my super-
visor or my coworkers? Since
organizational consistency
throughout different levels of
managers is a key aspect of
climate, safety climate is best
measured at different cascad-
ing levels. Scientific research
suggests that it is important
to capture the employee’s
perceptions of his/her immediate supervisor with
regard to safety, as well as his/her perceptions of
the overall company or top management with re-
gard to the value placed on safety. Safety climate
researchers refer to employees’ perceptions of their
immediate supervisors as group-level safety cli-
mate, while their perceptions of top management
are referred to as organization-level safety climate.
A comprehensive safety climate study would in-
clude questions regarding both levels.
The Safety Climate Lone Worker Study
Safety climate research has typically focused on
traditional workplaces in which supervisors and
employees share the same physical location. Zo-
har and Luria (2005) gained industry acclaim with
their development of a safety climate survey con-
taining 32 questions, which laid the groundwork for
measuring safety in organizations. This survey was
generic in the sense that it was intended to apply
to different types of industries and work settings.
The LMRIS study team sought to expand on this
research to examine the safety climate of lone work-
ers. A lone worker is an employee who works alone
and who performs an activity intended to be carried
out in isolation from other workers, without close or
direct supervision (Hughes & Ferrett, 2009).
Given that lone working is becoming increas-
ingly prevalent across various industries (e.g., truck
drivers, utility workers, teleworkers), it is important
to conceptualize the effect of this work environ-
ment on organizational climate emergence. Safety
climate can be important for this unique popula-
tion because it can act as a frame of reference that
guides safety behavior. Employees receive cues
from others within the company and formulate
perceptions that may ultimately impact their own
behavior. This was an opportunity to see how lone
workers process these cues from afar and how they
behave when no one is watching. With this goal ©i
s
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c
k
p
h
o
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o
.c
o
m
/a
n
d
r
e
s
r
im
a
g
in
g
30 ProfessionalSafety january 2017 www.asse.org
in mind, the LMRIS researchers developed a new
safety climate survey with items applicable to all
lone workers and two industry-specific surveys
with additional content focused on truck drivers
and electric utility workers.
Research Objectives
The LMRIS study’s primary objective was to bet-
ter understand safety climate in the lone worker
environment and its potential impact on safety
performance. To accomplish this goal, the authors
first developed and tested the validity of a generic
safety climate survey geared toward lone workers.
As a first step, researchers adapted 12 of the 32
items from the Zohar and Luria (2005) scale that
would apply to lone workers. The second step in-
volved expanding on this knowledge to develop
two valid, reliable safety climate surveys designed
specifically for truck drivers and for utility work-
ers. These surveys would be more comprehensive,
considering the specific attributes of these indus-
tries. Each survey gathered information on the two
levels noted: top management (organization-level)
and immediate supervisors (group-level).
Scientific Integrity of the Surveys
In this case, the survey measures the construct
of safety climate and assesses the quality of the
measuring process itself. How can one know
whether the survey is measuring what it is intend-
ed to measure? A person need not be a scientist to
create a survey, hand it out to a group of people
and analyze the responses. However, the respons-
es may be difficult to interpret and may potentially
be ambiguous (i.e., not reliable or valid). Therefore,
when a company plans to conduct a survey, either
directly or through a consultant, it is important to
carefully evaluate the evidence, specifically, the re-
liability and validity of the scales.
Psychometric measurement is one aspect of the
general field of measurement that also includes
physical measurement (see “Psychometric Mea-
sures” sidebar). For example, consider a familiar
physical scale. Imagine that you are standing in
front of two bathroom scales. Your true weight
is 150 lb. You step on the first scale three times,
resulting in the readings 150, 120 and 140 lb. You
step on the second scale three times, resulting in
the readings 172, 172 and 171 lb. The first scale
gives inconsistent readings. Clearly, something is
wrong with that scale’s mechanism, therefore it
is not reliable. The second scale gives consistent
readings that do not indicate your true weight. The
scale may be incorrectly calibrated, therefore it is
not valid. Simply put, a valid scale measures what
it is supposed to measure. While the principles of
reliability and validity apply to any measurement
activity, psychometric methods are sets of scientific
best practices that help to ensure that these sur-
veys result in scales that can accurately measure
psychological concepts such as safety climate.
Reliability
Reliability, in scientific terms, is usually described
as the repeatability and consistency of a test. Vari-
ous scientific methods assess whether a scale is
reliable. For the purpose of safety climate scales,
researchers examined the internal consistency reli-
ability, which looks at the patterns of response from
a single administration of a survey. This approach
estimates what would happen if we split the survey
response into two halves multiple times. The esti-
mated average correlation between these halves is
called the coefficient alpha, which is a measure of
consistency. From a practical perspective, unless a
measurement scale has a reasonable degree of reli-
ability (coefficient alpha equal to at least 0.7) it is
not useful for interpretation purposes.
Validity
Validity signifies the strength of a test and
whether its results are accurate. Many different
methods assess whether a scale is actually mea-
suring what we think it should; for this study, re-
searchers used three basic approaches.
1) Content validity indicates whether the con-
tent of items actually corresponds to the underly-
ing concept that the survey is supposed to measure
(e.g., safety climate), and whether the meaning of
each item is clear and intuitive. This is typically at-
tained by careful review of potential items by field-
based subject-matter experts.
2) Criterion-related validity is assessed by cor-
relating individual scores on the measurement
scale with some corresponding outcome (criterion)
measure. Outcome measures can be collected at
the same time as the survey (i.e., concurrent valid-
ity) or at some time in the future (i.e., predictive va-
lidity). For example, if we include a scale of safety
Psychometric Measures
arising with the advent of psychology as a field of experimental
study in the late 19th century, psychometric methods are central
to the scientific study of behavior and mental processes. some
of
the methods used in this study are (guilford, 1954; psychometric
society, 2016):
•Psychological scaling: originating in psychophysics, the
measurement of subjective perceptions by examining responses
to stimuli using models established empirically.
1) reliability: consistent patterns in the measures obtained.
2) Validity: measurement of what is intended.
•Correlation: a statistical method to determine the relation-
ship between two variables that results in a correlation
coefficient
(values ranging from -1 to +1). the further the coefficient is
from
zero, the stronger the relationship is between variables. a posi-
tive correlation means that as the value of one variable
increases,
so does the value of the second variable. a negative correlation
means that as the value of one variable increases, the value of
the
second variable decreases.
•Regression: a statistical technique used to predict criterion
performance on the basis of predictor scores. regression permits
the prediction of the score on one variable (the criterion) based
on the score changes on another variable (the predictor).
multiple
regression allows prediction on the basis of multiple predictors.
•Factor analysis: a statistical procedure for describing the
interrelationships among a number of scale items. Factor
analysis
tests these relationships and determines how items cluster into
different dimensions/factors.
www.asse.org january 2017 ProfessionalSafety 31
behaviors when we measure safety climate, these
behaviors can be considered outcome measures.
In this case, each individual is reporting the likeli-
hood of his/her specific safety-related actions. To
the extent that a positive correlation exists between
self-reports of carrying out these actions and safety
climate, the safety climate scale has some degree of
concurrent validity.
If we can collect actual incidents (e.g., injuries,
near-hits) 6 months following the initial safety cli-
mate survey, then correlate each person’s safety
climate score with his/her incident score, we have
a stronger argument. This is called predictive valid-
ity since we can argue that safety climate predicts
lagged safety outcomes (i.e., a sustaining predic-
tive relationship between safety climate and safety
outcomes). In practice, it is more difficult to col-
lect outcome data 6 months later, so most studies
rely on concurrent validity. However, the LMRIS
team could collect both participants’ self-reported
safety behaviors and objective incidences of acci-
dents, injuries and near-hits, one concurrently and
the other 6 months after survey implementation
(Figure 1).
3) Factorial validity assesses how well the items
cluster together into factors, which can relate to the
underlying construct we are trying to measure. An
advanced statistical procedure called factor analysis
is used for this purpose. Survey designers gener-
ate more items than will appear on the final sur-
vey. Factor analysis is an effective method through
which good items can be selected and bad items
can be excluded, based on factor loadings.
These statistical methods may not be practical or
feasible for everyone, but they are excellent tools
to help researchers develop a scientific survey. In
this case, it helped to ensure that the surveys being
developed would result in a trustworthy scale for
practitioners. It would benefit anyone considering
implementation to inquire about the scientific re-
liability and validity of a survey being considered.
Survey Process
For the lone worker safety climate study, re-
searchers utilized scientific best practices to devel-
op a procedure that was systematic and exhaustive.
They wanted to ensure that the content of the sur-
veys would reflect an organization’s state of safety,
and be relevant to the participants in their respec-
tive jobs. The process entailed several steps.
Information Gathering
First, the project team conducted an extensive
literature search and review on trucking, utility and
lone work for contextual background information.
Team members talked with subject-matter experts
in each industry to build on this knowledge. The
team conducted in-depth interviews with 53 truck
drivers and supervisors, and 38 utility workers to
learn from lone workers about their jobs and what
safety issues are important to them. Team mem-
bers also spent several days in the field shadowing
workers on the job and observing these safety is-
sues in practice.
Question Development/Item Generation
Raw items were generated to formulate potential
survey questions. Items were based on the infor-
mation gathered from both the available literature
and directly from workers and industry experts.
Given the large number of participants and various
issues that surfaced, a large number of initial items
were generated. For example, for the trucking sur-
vey, more than 100 initial items were developed;
many overlapped in basic content, but it was im-
portant to capture everything.
Cognitive Testing & Pilot Testing
Once questions were developed, they had to be
tested. Researchers needed to make sure they ad-
dressed issues that were meaningful to the workers
as related to safety in their jobs. The researchers
also wanted to ensure that the wording was clearly
understood by respondents, and that the terms
and phrasing were applicable to their industry.
To accomplish this objective, the team conducted
think-aloud cognitive interviews with 38 truck
drivers and 45 utility workers. These interviews al-
lowed researchers to examine the meaning of the
survey responses (for clarification) and to observe
respondents for potential issues (e.g., events such
as long pauses, answers that are changed, indica-
tions of confusion).
Based on this feedback, researchers revised or
deleted some items, resulting in smaller, more re-
fined sets of questions. Researchers pilot-tested
the revised surveys with 64 truck drivers for one
survey and 139 utility workers for the other to en-
sure that the instructions and questions were clear
and the overall survey administration was practical.
The researchers refined the surveys again based on
this feedback.
Implementation to Subsample
The two revised surveys were then implemented
at the pilot companies in both industries, with 1,891
truck driver respondents and 1,560 utility work-
ers. The researchers conducted exploratory factor
analysis and coefficient alpha reliability to learn
what the responses were, how the items may have
grouped into themes, and whether these items
made sense within the context of the organization.
Figure 1
Correlation Table of Safety Climate Scores
& DOT records
32 ProfessionalSafety january 2017 www.asse.org
The final surveys included 12 items adapted from
the original generic safety climate survey appropri-
ate for lone workers, and additional items tailored
to jobs in each of the two lone worker industries
(28 items for trucking, 36 for utility). Incorporating
industry-specific factors provides a stronger value,
which makes these surveys a useful tool for the ap-
propriate participants.
Implementation to Full Sample
The final industry-specific safety climate surveys
were then implemented at seven additional truck-
ing companies with 6,556 respondents and one
additional utility company with 869 respondents.
At this point, researchers ran confirmatory factor
analysis on each to measure the validity of what
was found with the two pilot companies, reinforc-
ing the grouping of potential themes for future
analysis. This provided an excellent basis on which
to offer these surveys to LMRIS risk control consul-
tants to share with safety professionals and to the
public at large for use in the field (Figure 2).
Results
Study results showed that safety climate affects
safety behavior, even in the context of the lone
work environment. It found that safety climate is
a predictor of future injuries among these workers,
substantiated by objective outcome measures. Re-
searchers validated that the generic safety climate
scale/survey was applicable to lone workers. They
also found that the industry-specific surveys were
even more predictive of future injuries than their
generic counterparts (Huang, Zohar, Robertson, et
al., 2013a, b).
Table 1 shows items contained in the lone work-
er survey, and Figure 3 shows mean ratings from
workers sampled in the studies by Huang, et al.
(2013a, b). The circled items in Figure 3 represent
the highest and lowest scoring elements accord-
ing to the mean score statistic. Users of safety cli-
mate survey findings value the insights provided
by identifying high and low scoring items. This en-
ables building on strengths to engage opportuni-
ties. The highest and lowest mean scores in Figure
3 indicate that participating companies tend to do
well, according to workers’ perceptions, in the area
of safety training (organization-level item 4), but
that management may not listen carefully enough
to their ideas about safety (organization-level item
5). Regarding supervisors, results showed that in
general workers felt that their supervisors do fairly
well discussing with them how to improve safety
(group-level item 1), but that they may sometimes
ignore safety rules when work falls behind sched-
ule (group-level item 5).
Survey Use in the Field
More than ever, stake-
holders in safety are inter-
e s t e d i n s u s t a i n a b l e a n d
affordable risk-reduction
strategies. In essence, an in-
creased demand exists for
safety process initiatives that
are smarter, more lasting and
produce higher returns. Sur-
veys that combine science
with efficient technology can
diagnose the current state of
an organization’s safety cli-
mate and identify opportuni-
ties for real improvements.
It would be counterpro-
ductive for all concerned if a
survey designed to measure
safety climate were adminis-
tered and interpreted in such
a way that reliability and/or
validity were compromised.
Certain measures can help to
Figure 2
Survey Process
Refinement of questions from pilot company
feedback
•Exploratory factor analysis
•Coefficient alpha reliability
Administration to full sample to confirm factor
structure
•Confirmatory factor analysis
Matching survey results to outcomes to provide
criterion-related validity
•Subjective behavior ratings
•Subjective injury data
•Objective injury data
Generation of initial questions based on:
•Review of scientific literature
•Interviews with subject matter experts
•Field observations
•Cognitive interviews
•Pilot tests
Development
Testing
Implementation
Validation
Table 1
lone Worker Survey items
Note. From “Development and Validation of Safety Climate
Scales for Lone Workers Using Truck Drivers as Exemplar,”
by Y.H. Huang, D. Zohar, M.M. Robertson, et al., 2013,
Transportation Research Part F: Traffic Psychology and
Behavior, 17, pp. 5-19; and “Development and Validation of
Safety Climate Scales for Remote Workers Using Utility/
Electric Workers as Exemplar,” by Y.H. Huang, D. Zohar, M.M.
Robertson, et al., 2013, Accident Analysis and Pre-
vention, 59, pp. 76-86.
Level Survey item
My company . . .
(organization-level)
1) reacts quickly to solve the problem when
told about safety concerns.
2) is strictabout working safely when work
falls behind schedule.
3) uses any available information to improve
existing safety rules.
4) invests a lot in safety training for
workers.
5) listens carefully to our ideasabout improving
safety.
6) tries to continually improve safety levels in
each department.
My supervisor . . .
(group-level)
1) discusses with us how to improve safety.
2) compliments employees who pay special
attention to safety.
3) is strictabout working safely even when
we are tired or stressed.
4) frequentlytalks about safety issues throughout
the work week.
5) refuses to ignore safety rules when work
falls behind schedule.
6) uses explanations (not just compliance) to get us
to act safely.
www.asse.org january 2017 ProfessionalSafety 33
maintain a survey’s scientific integrity when used
in the field and strengthen employees’ engage-
ment in the process.
•Invite all company employees for equal oppor-
tunity to participate.
•Emphasize that participation is voluntary and
confidential.
•If possible, utilize a third-party administrator to
collect, store and process data.
•Analyze responses in a systematic and objec-
tive process.
•Present results to all company representatives.
•Engage all employees in follow-up action steps.
There may be pressure to drop certain items or
add others, perhaps for fear of exposing weakness-
es. This is not an option; the integrity of the scales
is based on keeping them intact.
Adequate Participation
The first requirement for successful application
of the safety climate survey is sufficient time and
resources to engage in the process. For results to
be meaningful, it is important that all employees
have an opportunity to take the survey and that the
response rate is adequate. For a sample to be rep-
resentative, more data are ideal. Fewer responses
from a group offer less representation and could
also lead to a breach of anonymity. Random se-
lection means that each employee has an equal
chance of being selected. The more data obtained
from a random sample, the more representative it
will be of the entire organization.
The company should inform employees of the
opportunity to participate, explain the confidential-
ity of individual information and the purpose of the
survey, and convey management’s commitment to
improving safety. A fine line exists between en-
couraging employees to participate in the survey
and pressuring them to do so. Coercion may result
in response bias (i.e., respondents giving answers
that differ from their true feelings). Response bias
can make it difficult, if not impossible, to interpret
survey results. It is critical to emphasize that, al-
though encouraged by the company, participation
is strictly voluntary and confidential.
Management Commitment & Support
The second and likely most important require-
ment is management’s commitment to act on the
results. By definition, safety climate surveys focus
on discrepancies between management statements
and actions regarding true priorities toward safety.
Management must commit to recognize, share and
act positively on results.
The behavioral safety community warns against
soliciting input from the employee population,
then failing to act or change accordingly. In addi-
tion to acting on the results, the response must be
viewed as timely by the employee base. Manage-
ment acting too late may be just as problematic
as not responding at all. If the organization is not
prepared to address possible gaps identified by the
evaluation, it may not be ready to participate in a
safety climate survey.
Survey Format
Web-based survey technology makes it easy
to collect responses anonymously and to archive
them confidentially. While computer access is
not universal, access to web-enabled devices has
grown. Popular electronic survey platforms pro-
vide ease of use on many devices. Paper should
be considered a last-resort means for safety cli-
mate surveys. In such cases, OSH professionals
should develop contingencies to demonstrate that
respondent anonymity and response confidential-
ity are preserved. An example would be to have a
transcriptionist input sealed paper responses into
a web-based platform, then destroy the paper ver-
sion after input. Accessibility by illiterate respon-
dents should also be addressed. This can involve
recruiting a trusted coworker (not a supervisor) to
assist in completing the survey.
Results Analysis & Interpretation
OSH professionals must recognize that measur-
ing safety climate is not an end in itself but a point
of departure for discussion. The act of surveying is
a diagnostic process, not an intervention. The fact
that strong evidence shows that safety climate is
a leading indicator of safety outcomes does not
mean that measuring it leads to a quick fix or au-
tomatic result. Rather, measuring safety climate
is a useful tool for focusing examination of safety
management systems to reveal actionable insights
on how to improve those systems. Organizations
should view safety climate findings as opportuni-
ties to engage the entire organization in elevating
safety as a daily priority, not as performance mea-
sures for individuals.
The scientific rigor used to develop valid and
reliable survey instruments draws on complex
statistical methods, as shown in Figure 2. Com-
panies using these instruments will find value in
much simpler analytics and findings. Mean scores
derived from aggregated safety climate survey re-
sponses have significant value as comparative sta-
tistics. As noted, they are used in research to assess
and verify reliability and validity. The proliferation
of safety climate studies has made possible catego-
Figure 3
Mean Scores of lone Worker Survey items
Note. n = 9,895 from 10 participating companies. From
“Development and Validation of
Safety Climate Scales for Lone Workers Using Truck Drivers as
Exemplar,” by Y.H. Huang,
D. Zohar, M.M. Robertson, et al., 2013, Transportation
Research Part F: Traffic Psychol-
ogy and Behavior, 17, pp. 5-19; and “Development and
Validation of Safety Climate Scales
for Remote Workers Using Utility/Electric Workers as
Exemplar,” by Y.H. Huang, D.
Zohar, M.M. Robertson, 2013, Accident Analysis and
Prevention, 59, pp. 76-86.
34 ProfessionalSafety january 2017 www.asse.org
rization of safety climate mean scores. Considering
measurement error, a small variance in scores may
not represent a significant difference.
Additional statistical analysis is needed to test
the difference. When interpreting response data,
companies should assess consistency between
groups as indicative that shared perception was
indeed gauged. It will be valuable to explain dur-
ing stakeholder discussion of survey findings that
what may seem to be higher or lower mean scores
between groups (e.g., 4.1 vs. 3.9) are actually not
significantly different. Conversely, when statisti-
cally significant differences exist between groups,
discussion that explores contributing factors can be
an excellent source for improvement.
An effective principle of facilitation by safety pro-
fessionals is to focus on a few critical findings (e.g.,
significant risks to be reduced, safety management
systems to be improved). Safety climate survey re-
sults can be informative, particularly through ex-
amination of the “% agree” statistic at the survey
item level. As the term implies, this statistic reflects
the percentage of respondents that indicate they
agree or strongly agree with an item statement.
Analysts or safety practitioners can readily iden-
tify the two or three items that receive the highest
and lowest percentage of agreement, and highlight
them in findings reports for stakeholder discussion.
As illustrated by an example from one participat-
ing company (Table 2), insight on the current state of
safety as a daily priority begins to emerge. In this ex-
ample, at the organization level, survey participants
perceive the company’s attention to safety improve-
ment and problem solving as strengths, but rate the
company slightly lower when faced with pressures
for on-time production. Results also indicate an op-
portunity for the company to listen more to employ-
ee ideas about safety. On the group level, supervisors
are perceived to be strict about safety as a practice,
but less so when work falls behind schedule.
Sharing & Acting on Findings
As noted, leadership must be as committed to
following up with employees as it was to engaging
them to participate in the survey process. Commu-
nicating results and proposing how they might be
acted on is critical. This can be viewed as a spring-
board for fresh ideas to produce impactful, lasting
improvement and should incorporate:
•sincere thanks to respondents;
•reiteration of the survey purpose;
•summary of findings, including both strengths
and opportunities;
•outline of what will be done to act on the op-
portunities;
•encouragement for everyone to contribute to
the plan;
•commitment to continuous improvement.
Companies that use group-process problem
solving will recognize the value and utility of a
team approach to sustainable safety climate im-
provement. OSH professionals have a pivotal role
as facilitators of the group process, resources for
technical guidance and overseers of adjustments
made to safety management systems. Everyone
in the organization has a stake in the output of
cross-functional teams, but, practically speaking,
not all can participate in them. Operational leader-
ship is the investing sponsor of the team’s efforts.
These individuals should be highly visible through
presence in key discussions and responsive to rec-
ommendations by the teams, providing periodic
progress updates for all.
Reviews of survey findings summaries, such as
those illustrated in Table 2, have been put to good
use by companies to initiate team discussions.
Meeting facilitators find value in establishing that
the team’s focus is understanding contributing
factors to items with both the highest and lowest
percentage of agreement, leveraging perceived
strengths to act on potential opportunities. Com-
panies using safety climate surveys typically find
that this approach produces a flow of ideas from
which adjustments can be made. A best practice in
one group often can be adopted by another (see
“Listening Carefully” sidebar).
Survey Frequency
Safety climate has been widely and consistent-
ly shown to be a robust indicator of occupational
safety, but the practical question of how frequently
these surveys should be conducted must be consid-
ered. While no firm evidence
exists on this question, most
scientific research on the re-
lationship between safety
climate and incidents exam-
ines events over an extended
period, often 6 to 12 months
(Neal & Griffin, 2006; Zohar
& Luria, 2004). Best practice
suggests that once per year
may be appropriate.
Bergman, Payne, Taylor, et
al. (2014), suggest that surveys
should be collected more fre-
quently to effectively predict
serious injuries and propose
conducting surveys as often
as quarterly or monthly. The
Table 2
example Survey results
Level Survey item Mean % Agree
My company . . .
(organization-level)
1) reacts quickly to solve the problem when
told about safety concerns. 4.1 81.5
2) is strictabout working safely when work
falls behind schedule. 3.8 69.9
3) uses any available information to improve
existing safety rules. 4.0 74.5
4) invests a lot in safety training for
workers. 4.1 79.4
5) listens carefully to our ideasabout improving
safety. 3.8 68.6
6) tries to continually improve safety levels in
each department. 4.1 81.5
My supervisor . . .
(group-level)
1) discusses with us how to improve safety. 4.1
79.5
2) compliments employees who pay special
attention to safety. 3.8 68.7
3) is strictabout working safely even when
we are tired or stressed. 4.2 83.5
4) frequentlytalks about safety issues throughout
the work week. 4.1 82.6
5) refuses to ignore safety rules when work
falls behind schedule. 3.9 70.7
6) uses explanations (not just compliance) to get us
to act safely. 3.8 68.3
Management
that demon-
strates
unflagging
commitment
to people’s
well-being
can tap into
the limitless
potential for
transforma-
tion that re-
sides in the
company.
©
is
t
o
c
k
p
h
o
t
o
.c
o
m
/a
n
d
r
e
s
r
im
a
g
in
g
www.asse.org january 2017 ProfessionalSafety 35
present authors, who are both researchers and consul-
tants, disagree with this recommendation. The Berg-
man, et al. (2014), study is based on a single company
in a specialized industry and uses a unique method of
data analysis that has yet to be validated. In addition,
giving the same people the same survey too frequently
creates some methodological concerns.
In summary, regarding the question of how fre-
quently an organization should conduct safety
climate surveys, based on the existing body of litera-
ture, the present authors recommend an extended
period, 6 to 12 months. Frequency should be de-
termined based on the context, situation and need.
Conclusion
When speaking on education, Robinson (2013)
said, “The real role of leadership is climate control:
Creating a climate of possibility. And if you do that
people will rise to it and achieve things you did not
anticipate and couldn’t have expected.”
This provocative quote is as pertinent to leader-
ship in safety as it is to that in education. In referring
to Death Valley, Robinson describes the result of a
rare 7-in. rainfall there in late 2004. The following
spring, Death Valley was carpeted with wildflow-
ers that germinated from seeds lying just beneath
the surface of the desert floor. “Death Valley isn’t
dead,” he said. “It’s dormant” (Robinson, 2013).
True commitment from the top is needed for the
seeds of a strong safety climate to germinate and
flourish. Management that demonstrates unflag-
ging commitment to people’s well-being can tap
into the limitless potential for transformation that
resides in the company. Establishing safety, the
continuous examination and reduction of risk, as
a daily priority is a perennial challenge for orga-
nizations and the individuals who comprise them.
As work systems evolve toward higher complexity,
the challenge is compounded. Competing urgen-
cies requiring attention are increasingly diverse, as
are the issues contributing to them.
Understanding these issues within an organiza-
tion as predictors of incidents and injuries can open
the door to implementing practical solutions. Abil-
ity to highlight these issues with scientific backing
increases credibility for OSH professionals and can
help address concerns that might otherwise be
neglected. Safety climate surveys provide this op-
portunity. Intervention strategy development, in-
cluding evaluation of administrative programming,
implementation of procedures and restructuring of
communication channels, can serve as a launching
pad for lasting safety improvements. PS
references
Bergman, M.E., Payne, S.C., Taylor, A.B., et al. (2014).
The shelf life of a safety climate assessment: How long
until the relationship with safety-critical incidents ex-
pires? Journal of Business and Psychology, 29(4), 519-540.
Christian, M.S., Bradley, J.C., Wallace, J.C., et al.
(2009). Workplace safety: A meta-analysis of the roles of
person and situation factors. Journal of Applied Psychol-
ogy, 94(5), 1103-1127.
Federal Motor Carrier Safety Administration
(FMCSA). (2016). Safety and Fitness Electronic Records
System. Retrieved from http://safer.fmcsa.dot.gov
Guilford, J.P. (1954). Psychometric methods (2nd ed.).
New York, NY: McGraw-Hill.
Hughes, P. & Ferrett, E. (2009). Introduction to health
and safety at work. Oxford, England: Butterworth-
Heinemann.
Huang, Y.H., Zohar, D., Robertson, M.M., et al.
(2013a). Development and validation of safety climate
scales for lone workers using truck drivers as exemplar.
Transportation Research Part F: Traffic Psychology and
Behavior, 17, 5-19.
Huang, Y.H., Zohar, D., Robertson, M.M., et al.
(2013b). Development and validation of safety climate
scales for remote workers using utility/electric workers as
exemplar. Accident Analysis and Prevention, 59, 76-86.
Neal, A. & Griffin, M.A. (2006). A study of the lagged
relationships among safety climate, safety motivation,
safety behavior and accidents at the individual and
group levels. Journal of Applied Psychology, 91, 946-953.
Psychometric Society. (2016). What is psychometrics?
Retrieved from www.psychometricsociety.org/content/
what-psychometrics
Robinson, K. (2013, April). How to escape education’s
Death Valley [Video file]. Retrieved from www.ted.com/
talks/ken_robinson_how_to_escape_education_s
_death_valley
Zohar, D. (1980). Safety climate in industrial organi-
zations: Theoretical and applied implications. Journal of
Applied Psychology, 65, 96-102.
Zohar, D. & Luria, G. (2004). Climate as a social-
cognitive construction of supervisory safety practices:
Scripts as proxy of behavior patterns. Journal of Applied
Psychology, 89, 322-333.
Zohar, D. & Luria, G. (2005). A multilevel model
of safety climate: Cross-level relationships between
organization and group-level climates. Journal of Applied
Psychology, 90, 616-628.
listening Carefully to Our ideas
about improving Safety
during a team discussion of safety climate survey findings with
a
cross-functional team, the facilitator was addressing
organization-
level item 5 (“my company listens carefully to our ideas about
improving safety”). this item had one of the lowest percentage
of
agreement company-wide, with the exception of one remote
busi-
ness unit in which the element had a substantially higher mean
score
and one of the highest percentage of agreement recorded
overall.
the team member from that operation was asked, “What is
being done in your area that might be contributing to such
strong
agreement with that statement?”
the team member responded, “i’m betting that our monthly
safety lunches have something to do with that. We come in to
the
shop/office and discuss incidents, near-hits and ideas on what
can be done about them,” the team member said. “managers and
supervisors listen and do what they can to implement them.
most
times, things are easy to adjust and can be done immediately,
but others take a little longer. We started doing this on a
quarterly
basis, but it seemed to work so well we now do it once per
month
on a day when the most technicians can make it in. it’s very
well
attended. everyone gets a lot out of it and it’s a great way for us
all
to stay connected.”
the facilitator then said, “so, for the price of a few sandwiches
or pizzas, you have this kind of discussion that undoubtedly im-
proves how things are done and reminds people that they are
part
of the process.
the team member replied, “oh, the lunch itself is a covered
dish, pot luck kind of thing. everyone brings something like it
was
a family get-together. it even gets a little competitive
sometimes,
but folks get a kick out of that, too.”
members of company leadership who were present to listen and
support the team took copious notes during this exchange.
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Questions for the article ----Safety Climate How can you measure .docx

  • 1. Questions for the article ----Safety Climate/ How can you measure it….. 1. What do you think that Jane the truck driver and Joe the lineman should do? 2. You are to describe the difference and similarities between the terms safety culture and safety climate. 3. The authors suggest that employees’ perceptions are influenced by what they see, such as how well supervisors and managers support safety. What do you think influences these perceptions? a. What specifically would you suggest to a supervisor/manager should do to influence the perceptions of their employees? b. Why are we paying so much attention to perceptions? 4. What is the difference between validity and reliability? How would I know that my survey is both valid and reliable? 5. The survey shows that safety climate affects safety behavior. What is it that the authors suggest through their research that supports the previous statement? 6. The authors tell us it is important to have all employees be given an opportunity to take the survey. Do you agree with that position, or not? Be prepared to defend your answer. 7. In the event that you have an employee who is illiterate: a. Would it be important for that/these individuals to participate in the survey?
  • 2. b. If it were important to have them complete the survey, how would you accommodate their inability to read? 8. What is the ultimate purpose of attempting to measure safety climate in an organization? 9. The author suggests that once the surveys are completed, one of the issues that should be checked are differences between locations and/or departments (IE pilots, mechanics, ATC, etc.). Do you think this is a meaningful analysis? Why or why not? 28 ProfessionalSafety january 2017 www.asse.org Yueng-Hsiang (Emily) Huang, Ph.D., is a senior research scientist at Liberty Mutual Research Institute for Safety (LMRIS) in Hopkin- ton, MA. She holds a Ph.D. in Industrial-Organizational Psychology/ Systems Science from Portland State University. She conducts both laboratory and field research in areas such as occupational injury and accident prevention, and organizational culture and climate. She is a Fellow of the American Psychological Association and the Society for Industrial-Organizational Psychology. Huang is an associate editor of Accident Analysis and Prevention. Susan Jeffries is a research specialist at LMRIS where she recruits
  • 3. companies as potential partners in research for field studies and serves as liaison between the institute and corporate safety profes- sionals in such initiatives. She conducts qualitative research through in-depth interviews and focus groups to investigate issues relating to safety in the trucking industry and other lone worker environments. Jeffries holds a B.S. in Marketing from Boston College. George D. (Don) Tolbert, CSP, is technical director, organizational practices, with Liberty Mutual’s Risk Control Service department. His responsibilities include development of process and resources to support consulting services to help companies improve efficacy of safety management systems across all industries. Tolbert holds a B.S. from University of Georgia. He is a professional member of ASSE’s Georgia Chapter. Marvin J. Dainoff, Ph.D., CPE, is director of the Center for Behav- ioral Sciences at LMRIS. He has research interests in workplace ergo- nomics and systems approaches to complex systems. He is a Fellow and past president of the Human Factors and Ergonomics Society, and director, emeritus, of the Board of Certification in Professional Er- gonomics. He is professor emeritus in the Department of
  • 4. Psychology and founding director of the Center for Ergonomic Research, Miami University, Oxford, OH. In BrIef •This article discusses a study designed to better understand safety climate in the lone worker environ- ment and its potential impact on safety performance. •The authors developed and tested the validity of a generic safety climate sur- vey geared toward the lone working situation, then developed two safety climate surveys designed for trucking and utility workers. •The article presents the scientific integrity of the survey development process, and discusses the concepts of survey reliability and validity evidence. It also offers practical suggestions on how to implement surveys in the field. Safety Management Peer-Reviewed How Can You Measure It & Why Does It Matter? By Yueng-Hsiang (Emily) Huang, Susan Jeffries, George D. (Don) Tolbert and Marvin J. Dainoff J ane, a truck driver, is
  • 5. en route to an impor- tant customer site and road conditions change—a crash, construction, a de- tour—resulting in heavy traffic. Unless she speeds, the delivery will be late. The driver knows she should ad- here to the speed limit, but the customer is waiting and the boss is expecting results. What does she do? The pressure is on all utility crews to restore power for an important customer. Despite having already worked a reg- ular shift, Joe, a lineman feels obligated to stay on duty. He knows the company’s repu- tation is at stake and the boss is being pressured, but exhaustion has set in and he cannot think straight. What does he do? Every day, truck drivers, utility workers and oth- er lone workers encounter situations in which safe- ty conflicts with job demands. Because they work remotely, these individuals must often resolve the conflicts alone, without the direct support or input of supervisors or management. Liberty Mutual Re- search Institute for Safety (LMRIS) found that even for lone workers a company’s safety climate (em- ployees’ safety perceptions) is strongly associated with safety behaviors and injury outcomes.
  • 6. Safety Climate In recent years, risk managers and safety di- rectors have begun exploring organizational and psychosocial factors in the workplace to comple- ment traditional safety approaches (e.g., engineer- ing design, protective equipment, training). One prominent area being explored is safety climate, which was first introduced by Zohar (1980). Zohar defined safety climate as workers’ shared percep- tion of an organization’s policies, procedures and practices as they relate to the true/relative value and importance of safety within the organization Safety Climate www.asse.org january 2017 ProfessionalSafety 29 (Zohar, 1980). Safety climate reflects a company’s state of safety at a discrete point in time. The number of scientific studies on the topic has rapidly increased in recent years, with emerg- ing evidence supporting safety climate as a robust predictor of safety outcomes (Christian, Bradley, Wallace, et al., 2009). In 2009, Zohar joined author Huang of LMRIS’s Center for Behavioral Sciences to launch an extensive safety climate research ini- tiative that continues today. Safety Climate vs. Culture Safety climate is often confused with safety cul-
  • 7. ture. In fact, these terms describe two related but somewhat different phenomena. Safety culture is de- scribed as shared norms, values and beliefs that set expectations for acceptable behavior within an orga- nization and are taught to new employees through socialization (i.e., the way we do things around here). On the other hand, safety climate refers to employ- ees’ shared perceptions of the true/relative priority of safety (i.e., how employees perceive the company’s commitment to safety as it is lived out, or not, ev- ery day). Research indicates that safety climate can be used to predict safety behavior and safety-related outcomes (e.g., incidents, injuries) in a wide variety of settings. While safety culture cannot be easily mea- sured directly, safety climate can serve as an indica- tor/measure of safety culture. Importance of Safety Climate Safety climate can serve as a frame of reference for developing clear expectations regarding em- ployees’ safety-related actions and the expected re- action from management. Thus, in a company with a high safety climate level, employees might per- ceive that they are encouraged to maintain good safety practices despite increased production pres- sure. Consequently, they behave safely. Employees usually develop these perceptions and expectations by observing the actions of supervisors and managers. These perceptions are rein- forced by social interaction with coworkers, resulting in a kind of consensus re-
  • 8. garding the company’s true/ relative safety priorities (e.g., safety vs. productivity). Perceptions at Different Management Levels The question can then be raised: Who is the company? Is it the executives, my super- visor or my coworkers? Since organizational consistency throughout different levels of managers is a key aspect of climate, safety climate is best measured at different cascad- ing levels. Scientific research suggests that it is important to capture the employee’s perceptions of his/her immediate supervisor with regard to safety, as well as his/her perceptions of the overall company or top management with re- gard to the value placed on safety. Safety climate researchers refer to employees’ perceptions of their immediate supervisors as group-level safety cli- mate, while their perceptions of top management are referred to as organization-level safety climate. A comprehensive safety climate study would in- clude questions regarding both levels. The Safety Climate Lone Worker Study Safety climate research has typically focused on traditional workplaces in which supervisors and employees share the same physical location. Zo-
  • 9. har and Luria (2005) gained industry acclaim with their development of a safety climate survey con- taining 32 questions, which laid the groundwork for measuring safety in organizations. This survey was generic in the sense that it was intended to apply to different types of industries and work settings. The LMRIS study team sought to expand on this research to examine the safety climate of lone work- ers. A lone worker is an employee who works alone and who performs an activity intended to be carried out in isolation from other workers, without close or direct supervision (Hughes & Ferrett, 2009). Given that lone working is becoming increas- ingly prevalent across various industries (e.g., truck drivers, utility workers, teleworkers), it is important to conceptualize the effect of this work environ- ment on organizational climate emergence. Safety climate can be important for this unique popula- tion because it can act as a frame of reference that guides safety behavior. Employees receive cues from others within the company and formulate perceptions that may ultimately impact their own behavior. This was an opportunity to see how lone workers process these cues from afar and how they behave when no one is watching. With this goal ©i s t o c k p
  • 10. h o t o .c o m /a n d r e s r im a g in g 30 ProfessionalSafety january 2017 www.asse.org in mind, the LMRIS researchers developed a new safety climate survey with items applicable to all lone workers and two industry-specific surveys
  • 11. with additional content focused on truck drivers and electric utility workers. Research Objectives The LMRIS study’s primary objective was to bet- ter understand safety climate in the lone worker environment and its potential impact on safety performance. To accomplish this goal, the authors first developed and tested the validity of a generic safety climate survey geared toward lone workers. As a first step, researchers adapted 12 of the 32 items from the Zohar and Luria (2005) scale that would apply to lone workers. The second step in- volved expanding on this knowledge to develop two valid, reliable safety climate surveys designed specifically for truck drivers and for utility work- ers. These surveys would be more comprehensive, considering the specific attributes of these indus- tries. Each survey gathered information on the two levels noted: top management (organization-level) and immediate supervisors (group-level). Scientific Integrity of the Surveys In this case, the survey measures the construct of safety climate and assesses the quality of the measuring process itself. How can one know whether the survey is measuring what it is intend- ed to measure? A person need not be a scientist to create a survey, hand it out to a group of people and analyze the responses. However, the respons- es may be difficult to interpret and may potentially be ambiguous (i.e., not reliable or valid). Therefore, when a company plans to conduct a survey, either
  • 12. directly or through a consultant, it is important to carefully evaluate the evidence, specifically, the re- liability and validity of the scales. Psychometric measurement is one aspect of the general field of measurement that also includes physical measurement (see “Psychometric Mea- sures” sidebar). For example, consider a familiar physical scale. Imagine that you are standing in front of two bathroom scales. Your true weight is 150 lb. You step on the first scale three times, resulting in the readings 150, 120 and 140 lb. You step on the second scale three times, resulting in the readings 172, 172 and 171 lb. The first scale gives inconsistent readings. Clearly, something is wrong with that scale’s mechanism, therefore it is not reliable. The second scale gives consistent readings that do not indicate your true weight. The scale may be incorrectly calibrated, therefore it is not valid. Simply put, a valid scale measures what it is supposed to measure. While the principles of reliability and validity apply to any measurement activity, psychometric methods are sets of scientific best practices that help to ensure that these sur- veys result in scales that can accurately measure psychological concepts such as safety climate. Reliability Reliability, in scientific terms, is usually described as the repeatability and consistency of a test. Vari- ous scientific methods assess whether a scale is reliable. For the purpose of safety climate scales, researchers examined the internal consistency reli- ability, which looks at the patterns of response from a single administration of a survey. This approach
  • 13. estimates what would happen if we split the survey response into two halves multiple times. The esti- mated average correlation between these halves is called the coefficient alpha, which is a measure of consistency. From a practical perspective, unless a measurement scale has a reasonable degree of reli- ability (coefficient alpha equal to at least 0.7) it is not useful for interpretation purposes. Validity Validity signifies the strength of a test and whether its results are accurate. Many different methods assess whether a scale is actually mea- suring what we think it should; for this study, re- searchers used three basic approaches. 1) Content validity indicates whether the con- tent of items actually corresponds to the underly- ing concept that the survey is supposed to measure (e.g., safety climate), and whether the meaning of each item is clear and intuitive. This is typically at- tained by careful review of potential items by field- based subject-matter experts. 2) Criterion-related validity is assessed by cor- relating individual scores on the measurement scale with some corresponding outcome (criterion) measure. Outcome measures can be collected at the same time as the survey (i.e., concurrent valid- ity) or at some time in the future (i.e., predictive va- lidity). For example, if we include a scale of safety Psychometric Measures arising with the advent of psychology as a field of experimental
  • 14. study in the late 19th century, psychometric methods are central to the scientific study of behavior and mental processes. some of the methods used in this study are (guilford, 1954; psychometric society, 2016): •Psychological scaling: originating in psychophysics, the measurement of subjective perceptions by examining responses to stimuli using models established empirically. 1) reliability: consistent patterns in the measures obtained. 2) Validity: measurement of what is intended. •Correlation: a statistical method to determine the relation- ship between two variables that results in a correlation coefficient (values ranging from -1 to +1). the further the coefficient is from zero, the stronger the relationship is between variables. a posi- tive correlation means that as the value of one variable increases, so does the value of the second variable. a negative correlation means that as the value of one variable increases, the value of the second variable decreases. •Regression: a statistical technique used to predict criterion performance on the basis of predictor scores. regression permits the prediction of the score on one variable (the criterion) based on the score changes on another variable (the predictor). multiple regression allows prediction on the basis of multiple predictors. •Factor analysis: a statistical procedure for describing the interrelationships among a number of scale items. Factor analysis
  • 15. tests these relationships and determines how items cluster into different dimensions/factors. www.asse.org january 2017 ProfessionalSafety 31 behaviors when we measure safety climate, these behaviors can be considered outcome measures. In this case, each individual is reporting the likeli- hood of his/her specific safety-related actions. To the extent that a positive correlation exists between self-reports of carrying out these actions and safety climate, the safety climate scale has some degree of concurrent validity. If we can collect actual incidents (e.g., injuries, near-hits) 6 months following the initial safety cli- mate survey, then correlate each person’s safety climate score with his/her incident score, we have a stronger argument. This is called predictive valid- ity since we can argue that safety climate predicts lagged safety outcomes (i.e., a sustaining predic- tive relationship between safety climate and safety outcomes). In practice, it is more difficult to col- lect outcome data 6 months later, so most studies rely on concurrent validity. However, the LMRIS team could collect both participants’ self-reported safety behaviors and objective incidences of acci- dents, injuries and near-hits, one concurrently and the other 6 months after survey implementation (Figure 1). 3) Factorial validity assesses how well the items cluster together into factors, which can relate to the underlying construct we are trying to measure. An
  • 16. advanced statistical procedure called factor analysis is used for this purpose. Survey designers gener- ate more items than will appear on the final sur- vey. Factor analysis is an effective method through which good items can be selected and bad items can be excluded, based on factor loadings. These statistical methods may not be practical or feasible for everyone, but they are excellent tools to help researchers develop a scientific survey. In this case, it helped to ensure that the surveys being developed would result in a trustworthy scale for practitioners. It would benefit anyone considering implementation to inquire about the scientific re- liability and validity of a survey being considered. Survey Process For the lone worker safety climate study, re- searchers utilized scientific best practices to devel- op a procedure that was systematic and exhaustive. They wanted to ensure that the content of the sur- veys would reflect an organization’s state of safety, and be relevant to the participants in their respec- tive jobs. The process entailed several steps. Information Gathering First, the project team conducted an extensive literature search and review on trucking, utility and lone work for contextual background information. Team members talked with subject-matter experts in each industry to build on this knowledge. The team conducted in-depth interviews with 53 truck drivers and supervisors, and 38 utility workers to learn from lone workers about their jobs and what
  • 17. safety issues are important to them. Team mem- bers also spent several days in the field shadowing workers on the job and observing these safety is- sues in practice. Question Development/Item Generation Raw items were generated to formulate potential survey questions. Items were based on the infor- mation gathered from both the available literature and directly from workers and industry experts. Given the large number of participants and various issues that surfaced, a large number of initial items were generated. For example, for the trucking sur- vey, more than 100 initial items were developed; many overlapped in basic content, but it was im- portant to capture everything. Cognitive Testing & Pilot Testing Once questions were developed, they had to be tested. Researchers needed to make sure they ad- dressed issues that were meaningful to the workers as related to safety in their jobs. The researchers also wanted to ensure that the wording was clearly understood by respondents, and that the terms and phrasing were applicable to their industry. To accomplish this objective, the team conducted think-aloud cognitive interviews with 38 truck drivers and 45 utility workers. These interviews al- lowed researchers to examine the meaning of the survey responses (for clarification) and to observe respondents for potential issues (e.g., events such as long pauses, answers that are changed, indica- tions of confusion).
  • 18. Based on this feedback, researchers revised or deleted some items, resulting in smaller, more re- fined sets of questions. Researchers pilot-tested the revised surveys with 64 truck drivers for one survey and 139 utility workers for the other to en- sure that the instructions and questions were clear and the overall survey administration was practical. The researchers refined the surveys again based on this feedback. Implementation to Subsample The two revised surveys were then implemented at the pilot companies in both industries, with 1,891 truck driver respondents and 1,560 utility work- ers. The researchers conducted exploratory factor analysis and coefficient alpha reliability to learn what the responses were, how the items may have grouped into themes, and whether these items made sense within the context of the organization. Figure 1 Correlation Table of Safety Climate Scores & DOT records 32 ProfessionalSafety january 2017 www.asse.org The final surveys included 12 items adapted from the original generic safety climate survey appropri- ate for lone workers, and additional items tailored
  • 19. to jobs in each of the two lone worker industries (28 items for trucking, 36 for utility). Incorporating industry-specific factors provides a stronger value, which makes these surveys a useful tool for the ap- propriate participants. Implementation to Full Sample The final industry-specific safety climate surveys were then implemented at seven additional truck- ing companies with 6,556 respondents and one additional utility company with 869 respondents. At this point, researchers ran confirmatory factor analysis on each to measure the validity of what was found with the two pilot companies, reinforc- ing the grouping of potential themes for future analysis. This provided an excellent basis on which to offer these surveys to LMRIS risk control consul- tants to share with safety professionals and to the public at large for use in the field (Figure 2). Results Study results showed that safety climate affects safety behavior, even in the context of the lone work environment. It found that safety climate is a predictor of future injuries among these workers, substantiated by objective outcome measures. Re- searchers validated that the generic safety climate scale/survey was applicable to lone workers. They also found that the industry-specific surveys were even more predictive of future injuries than their generic counterparts (Huang, Zohar, Robertson, et al., 2013a, b).
  • 20. Table 1 shows items contained in the lone work- er survey, and Figure 3 shows mean ratings from workers sampled in the studies by Huang, et al. (2013a, b). The circled items in Figure 3 represent the highest and lowest scoring elements accord- ing to the mean score statistic. Users of safety cli- mate survey findings value the insights provided by identifying high and low scoring items. This en- ables building on strengths to engage opportuni- ties. The highest and lowest mean scores in Figure 3 indicate that participating companies tend to do well, according to workers’ perceptions, in the area of safety training (organization-level item 4), but that management may not listen carefully enough to their ideas about safety (organization-level item 5). Regarding supervisors, results showed that in general workers felt that their supervisors do fairly well discussing with them how to improve safety (group-level item 1), but that they may sometimes ignore safety rules when work falls behind sched- ule (group-level item 5). Survey Use in the Field More than ever, stake- holders in safety are inter- e s t e d i n s u s t a i n a b l e a n d affordable risk-reduction strategies. In essence, an in- creased demand exists for safety process initiatives that are smarter, more lasting and produce higher returns. Sur- veys that combine science with efficient technology can diagnose the current state of
  • 21. an organization’s safety cli- mate and identify opportuni- ties for real improvements. It would be counterpro- ductive for all concerned if a survey designed to measure safety climate were adminis- tered and interpreted in such a way that reliability and/or validity were compromised. Certain measures can help to Figure 2 Survey Process Refinement of questions from pilot company feedback •Exploratory factor analysis •Coefficient alpha reliability Administration to full sample to confirm factor structure •Confirmatory factor analysis Matching survey results to outcomes to provide criterion-related validity •Subjective behavior ratings •Subjective injury data •Objective injury data Generation of initial questions based on:
  • 22. •Review of scientific literature •Interviews with subject matter experts •Field observations •Cognitive interviews •Pilot tests Development Testing Implementation Validation Table 1 lone Worker Survey items Note. From “Development and Validation of Safety Climate Scales for Lone Workers Using Truck Drivers as Exemplar,” by Y.H. Huang, D. Zohar, M.M. Robertson, et al., 2013, Transportation Research Part F: Traffic Psychology and Behavior, 17, pp. 5-19; and “Development and Validation of Safety Climate Scales for Remote Workers Using Utility/ Electric Workers as Exemplar,” by Y.H. Huang, D. Zohar, M.M. Robertson, et al., 2013, Accident Analysis and Pre- vention, 59, pp. 76-86. Level Survey item My company . . . (organization-level) 1) reacts quickly to solve the problem when told about safety concerns. 2) is strictabout working safely when work falls behind schedule. 3) uses any available information to improve
  • 23. existing safety rules. 4) invests a lot in safety training for workers. 5) listens carefully to our ideasabout improving safety. 6) tries to continually improve safety levels in each department. My supervisor . . . (group-level) 1) discusses with us how to improve safety. 2) compliments employees who pay special attention to safety. 3) is strictabout working safely even when we are tired or stressed. 4) frequentlytalks about safety issues throughout the work week. 5) refuses to ignore safety rules when work falls behind schedule. 6) uses explanations (not just compliance) to get us to act safely. www.asse.org january 2017 ProfessionalSafety 33 maintain a survey’s scientific integrity when used in the field and strengthen employees’ engage- ment in the process. •Invite all company employees for equal oppor- tunity to participate.
  • 24. •Emphasize that participation is voluntary and confidential. •If possible, utilize a third-party administrator to collect, store and process data. •Analyze responses in a systematic and objec- tive process. •Present results to all company representatives. •Engage all employees in follow-up action steps. There may be pressure to drop certain items or add others, perhaps for fear of exposing weakness- es. This is not an option; the integrity of the scales is based on keeping them intact. Adequate Participation The first requirement for successful application of the safety climate survey is sufficient time and resources to engage in the process. For results to be meaningful, it is important that all employees have an opportunity to take the survey and that the response rate is adequate. For a sample to be rep- resentative, more data are ideal. Fewer responses from a group offer less representation and could also lead to a breach of anonymity. Random se- lection means that each employee has an equal chance of being selected. The more data obtained from a random sample, the more representative it will be of the entire organization. The company should inform employees of the opportunity to participate, explain the confidential- ity of individual information and the purpose of the
  • 25. survey, and convey management’s commitment to improving safety. A fine line exists between en- couraging employees to participate in the survey and pressuring them to do so. Coercion may result in response bias (i.e., respondents giving answers that differ from their true feelings). Response bias can make it difficult, if not impossible, to interpret survey results. It is critical to emphasize that, al- though encouraged by the company, participation is strictly voluntary and confidential. Management Commitment & Support The second and likely most important require- ment is management’s commitment to act on the results. By definition, safety climate surveys focus on discrepancies between management statements and actions regarding true priorities toward safety. Management must commit to recognize, share and act positively on results. The behavioral safety community warns against soliciting input from the employee population, then failing to act or change accordingly. In addi- tion to acting on the results, the response must be viewed as timely by the employee base. Manage- ment acting too late may be just as problematic as not responding at all. If the organization is not prepared to address possible gaps identified by the evaluation, it may not be ready to participate in a safety climate survey. Survey Format Web-based survey technology makes it easy to collect responses anonymously and to archive
  • 26. them confidentially. While computer access is not universal, access to web-enabled devices has grown. Popular electronic survey platforms pro- vide ease of use on many devices. Paper should be considered a last-resort means for safety cli- mate surveys. In such cases, OSH professionals should develop contingencies to demonstrate that respondent anonymity and response confidential- ity are preserved. An example would be to have a transcriptionist input sealed paper responses into a web-based platform, then destroy the paper ver- sion after input. Accessibility by illiterate respon- dents should also be addressed. This can involve recruiting a trusted coworker (not a supervisor) to assist in completing the survey. Results Analysis & Interpretation OSH professionals must recognize that measur- ing safety climate is not an end in itself but a point of departure for discussion. The act of surveying is a diagnostic process, not an intervention. The fact that strong evidence shows that safety climate is a leading indicator of safety outcomes does not mean that measuring it leads to a quick fix or au- tomatic result. Rather, measuring safety climate is a useful tool for focusing examination of safety management systems to reveal actionable insights on how to improve those systems. Organizations should view safety climate findings as opportuni- ties to engage the entire organization in elevating safety as a daily priority, not as performance mea- sures for individuals. The scientific rigor used to develop valid and reliable survey instruments draws on complex
  • 27. statistical methods, as shown in Figure 2. Com- panies using these instruments will find value in much simpler analytics and findings. Mean scores derived from aggregated safety climate survey re- sponses have significant value as comparative sta- tistics. As noted, they are used in research to assess and verify reliability and validity. The proliferation of safety climate studies has made possible catego- Figure 3 Mean Scores of lone Worker Survey items Note. n = 9,895 from 10 participating companies. From “Development and Validation of Safety Climate Scales for Lone Workers Using Truck Drivers as Exemplar,” by Y.H. Huang, D. Zohar, M.M. Robertson, et al., 2013, Transportation Research Part F: Traffic Psychol- ogy and Behavior, 17, pp. 5-19; and “Development and Validation of Safety Climate Scales for Remote Workers Using Utility/Electric Workers as Exemplar,” by Y.H. Huang, D. Zohar, M.M. Robertson, 2013, Accident Analysis and Prevention, 59, pp. 76-86. 34 ProfessionalSafety january 2017 www.asse.org rization of safety climate mean scores. Considering measurement error, a small variance in scores may not represent a significant difference. Additional statistical analysis is needed to test
  • 28. the difference. When interpreting response data, companies should assess consistency between groups as indicative that shared perception was indeed gauged. It will be valuable to explain dur- ing stakeholder discussion of survey findings that what may seem to be higher or lower mean scores between groups (e.g., 4.1 vs. 3.9) are actually not significantly different. Conversely, when statisti- cally significant differences exist between groups, discussion that explores contributing factors can be an excellent source for improvement. An effective principle of facilitation by safety pro- fessionals is to focus on a few critical findings (e.g., significant risks to be reduced, safety management systems to be improved). Safety climate survey re- sults can be informative, particularly through ex- amination of the “% agree” statistic at the survey item level. As the term implies, this statistic reflects the percentage of respondents that indicate they agree or strongly agree with an item statement. Analysts or safety practitioners can readily iden- tify the two or three items that receive the highest and lowest percentage of agreement, and highlight them in findings reports for stakeholder discussion. As illustrated by an example from one participat- ing company (Table 2), insight on the current state of safety as a daily priority begins to emerge. In this ex- ample, at the organization level, survey participants perceive the company’s attention to safety improve- ment and problem solving as strengths, but rate the company slightly lower when faced with pressures for on-time production. Results also indicate an op- portunity for the company to listen more to employ- ee ideas about safety. On the group level, supervisors
  • 29. are perceived to be strict about safety as a practice, but less so when work falls behind schedule. Sharing & Acting on Findings As noted, leadership must be as committed to following up with employees as it was to engaging them to participate in the survey process. Commu- nicating results and proposing how they might be acted on is critical. This can be viewed as a spring- board for fresh ideas to produce impactful, lasting improvement and should incorporate: •sincere thanks to respondents; •reiteration of the survey purpose; •summary of findings, including both strengths and opportunities; •outline of what will be done to act on the op- portunities; •encouragement for everyone to contribute to the plan; •commitment to continuous improvement. Companies that use group-process problem solving will recognize the value and utility of a team approach to sustainable safety climate im- provement. OSH professionals have a pivotal role as facilitators of the group process, resources for technical guidance and overseers of adjustments made to safety management systems. Everyone in the organization has a stake in the output of cross-functional teams, but, practically speaking,
  • 30. not all can participate in them. Operational leader- ship is the investing sponsor of the team’s efforts. These individuals should be highly visible through presence in key discussions and responsive to rec- ommendations by the teams, providing periodic progress updates for all. Reviews of survey findings summaries, such as those illustrated in Table 2, have been put to good use by companies to initiate team discussions. Meeting facilitators find value in establishing that the team’s focus is understanding contributing factors to items with both the highest and lowest percentage of agreement, leveraging perceived strengths to act on potential opportunities. Com- panies using safety climate surveys typically find that this approach produces a flow of ideas from which adjustments can be made. A best practice in one group often can be adopted by another (see “Listening Carefully” sidebar). Survey Frequency Safety climate has been widely and consistent- ly shown to be a robust indicator of occupational safety, but the practical question of how frequently these surveys should be conducted must be consid- ered. While no firm evidence exists on this question, most scientific research on the re- lationship between safety climate and incidents exam- ines events over an extended period, often 6 to 12 months (Neal & Griffin, 2006; Zohar
  • 31. & Luria, 2004). Best practice suggests that once per year may be appropriate. Bergman, Payne, Taylor, et al. (2014), suggest that surveys should be collected more fre- quently to effectively predict serious injuries and propose conducting surveys as often as quarterly or monthly. The Table 2 example Survey results Level Survey item Mean % Agree My company . . . (organization-level) 1) reacts quickly to solve the problem when told about safety concerns. 4.1 81.5 2) is strictabout working safely when work falls behind schedule. 3.8 69.9 3) uses any available information to improve existing safety rules. 4.0 74.5 4) invests a lot in safety training for workers. 4.1 79.4 5) listens carefully to our ideasabout improving safety. 3.8 68.6 6) tries to continually improve safety levels in each department. 4.1 81.5 My supervisor . . . (group-level) 1) discusses with us how to improve safety. 4.1 79.5
  • 32. 2) compliments employees who pay special attention to safety. 3.8 68.7 3) is strictabout working safely even when we are tired or stressed. 4.2 83.5 4) frequentlytalks about safety issues throughout the work week. 4.1 82.6 5) refuses to ignore safety rules when work falls behind schedule. 3.9 70.7 6) uses explanations (not just compliance) to get us to act safely. 3.8 68.3 Management that demon- strates unflagging commitment to people’s well-being can tap into the limitless potential for transforma- tion that re- sides in the company. © is t o
  • 34. www.asse.org january 2017 ProfessionalSafety 35 present authors, who are both researchers and consul- tants, disagree with this recommendation. The Berg- man, et al. (2014), study is based on a single company in a specialized industry and uses a unique method of data analysis that has yet to be validated. In addition, giving the same people the same survey too frequently creates some methodological concerns. In summary, regarding the question of how fre- quently an organization should conduct safety climate surveys, based on the existing body of litera- ture, the present authors recommend an extended period, 6 to 12 months. Frequency should be de- termined based on the context, situation and need. Conclusion When speaking on education, Robinson (2013) said, “The real role of leadership is climate control: Creating a climate of possibility. And if you do that people will rise to it and achieve things you did not anticipate and couldn’t have expected.” This provocative quote is as pertinent to leader- ship in safety as it is to that in education. In referring to Death Valley, Robinson describes the result of a rare 7-in. rainfall there in late 2004. The following spring, Death Valley was carpeted with wildflow- ers that germinated from seeds lying just beneath the surface of the desert floor. “Death Valley isn’t dead,” he said. “It’s dormant” (Robinson, 2013). True commitment from the top is needed for the seeds of a strong safety climate to germinate and
  • 35. flourish. Management that demonstrates unflag- ging commitment to people’s well-being can tap into the limitless potential for transformation that resides in the company. Establishing safety, the continuous examination and reduction of risk, as a daily priority is a perennial challenge for orga- nizations and the individuals who comprise them. As work systems evolve toward higher complexity, the challenge is compounded. Competing urgen- cies requiring attention are increasingly diverse, as are the issues contributing to them. Understanding these issues within an organiza- tion as predictors of incidents and injuries can open the door to implementing practical solutions. Abil- ity to highlight these issues with scientific backing increases credibility for OSH professionals and can help address concerns that might otherwise be neglected. Safety climate surveys provide this op- portunity. Intervention strategy development, in- cluding evaluation of administrative programming, implementation of procedures and restructuring of communication channels, can serve as a launching pad for lasting safety improvements. PS references Bergman, M.E., Payne, S.C., Taylor, A.B., et al. (2014). The shelf life of a safety climate assessment: How long until the relationship with safety-critical incidents ex- pires? Journal of Business and Psychology, 29(4), 519-540. Christian, M.S., Bradley, J.C., Wallace, J.C., et al. (2009). Workplace safety: A meta-analysis of the roles of person and situation factors. Journal of Applied Psychol- ogy, 94(5), 1103-1127.
  • 36. Federal Motor Carrier Safety Administration (FMCSA). (2016). Safety and Fitness Electronic Records System. Retrieved from http://safer.fmcsa.dot.gov Guilford, J.P. (1954). Psychometric methods (2nd ed.). New York, NY: McGraw-Hill. Hughes, P. & Ferrett, E. (2009). Introduction to health and safety at work. Oxford, England: Butterworth- Heinemann. Huang, Y.H., Zohar, D., Robertson, M.M., et al. (2013a). Development and validation of safety climate scales for lone workers using truck drivers as exemplar. Transportation Research Part F: Traffic Psychology and Behavior, 17, 5-19. Huang, Y.H., Zohar, D., Robertson, M.M., et al. (2013b). Development and validation of safety climate scales for remote workers using utility/electric workers as exemplar. Accident Analysis and Prevention, 59, 76-86. Neal, A. & Griffin, M.A. (2006). A study of the lagged relationships among safety climate, safety motivation, safety behavior and accidents at the individual and group levels. Journal of Applied Psychology, 91, 946-953. Psychometric Society. (2016). What is psychometrics? Retrieved from www.psychometricsociety.org/content/ what-psychometrics Robinson, K. (2013, April). How to escape education’s Death Valley [Video file]. Retrieved from www.ted.com/ talks/ken_robinson_how_to_escape_education_s _death_valley
  • 37. Zohar, D. (1980). Safety climate in industrial organi- zations: Theoretical and applied implications. Journal of Applied Psychology, 65, 96-102. Zohar, D. & Luria, G. (2004). Climate as a social- cognitive construction of supervisory safety practices: Scripts as proxy of behavior patterns. Journal of Applied Psychology, 89, 322-333. Zohar, D. & Luria, G. (2005). A multilevel model of safety climate: Cross-level relationships between organization and group-level climates. Journal of Applied Psychology, 90, 616-628. listening Carefully to Our ideas about improving Safety during a team discussion of safety climate survey findings with a cross-functional team, the facilitator was addressing organization- level item 5 (“my company listens carefully to our ideas about improving safety”). this item had one of the lowest percentage of agreement company-wide, with the exception of one remote busi- ness unit in which the element had a substantially higher mean score and one of the highest percentage of agreement recorded overall. the team member from that operation was asked, “What is being done in your area that might be contributing to such strong agreement with that statement?”
  • 38. the team member responded, “i’m betting that our monthly safety lunches have something to do with that. We come in to the shop/office and discuss incidents, near-hits and ideas on what can be done about them,” the team member said. “managers and supervisors listen and do what they can to implement them. most times, things are easy to adjust and can be done immediately, but others take a little longer. We started doing this on a quarterly basis, but it seemed to work so well we now do it once per month on a day when the most technicians can make it in. it’s very well attended. everyone gets a lot out of it and it’s a great way for us all to stay connected.” the facilitator then said, “so, for the price of a few sandwiches or pizzas, you have this kind of discussion that undoubtedly im- proves how things are done and reminds people that they are part of the process. the team member replied, “oh, the lunch itself is a covered dish, pot luck kind of thing. everyone brings something like it was a family get-together. it even gets a little competitive sometimes, but folks get a kick out of that, too.” members of company leadership who were present to listen and support the team took copious notes during this exchange.