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Running head: Measuring Performance
1
Measuring Performance
2
Measuring Performance
Learning organizations make a difference in determining the
way to go. Devolving a learning organization means short-term
and long-term commitment. Acquiring and developing necessary
resources requires time, energy, and effort. Maintaining and
improving these resources also require continued effort. As the
organization expands so must the learning. Ideally, learning will
transpire before action. Business learning models will employ
the need for a plan, strategic, vision, and strategy. The
organization that models that does not carry these things
through, sells the organization and the personnel short.
An organization in difficult financial times will cut the budget
in training and development, usually at the top of the list. In
reality, the opposite should be true; an organization that is
struggling should be investing in training their people
increasing organizational and individual performance. The
financial problems of an organization do not normally occur in
one or two areas. A thorough assessment is necessary to fully
realize where the symptoms, problems, and results lie.
The reading this week addresses different methods for
measuring performance. Viewing data and existing research will
only provide a portion of the necessary information. Data
collection comes through many forms. The use of qualitative
and quantitative methods allows an objective approach to
gathering insights about the organization. Performance
measures are to be objective to retain clear and consistent
processes in which to compare. Learning methods, like
performance measuring should be clear and consistent while
providing a best practices approach.
Understanding the workflow requires understanding processes
organizationally down to the individual. Determining what is
working and what could work better is an essential part of the
process. Having a clear picture comprehensively will really
contribute to an overall measure for improvement within the
organization. It is vital to understand the roles of personnel and
their processes within the organization. Not comprehending
their approach can be compared to an auto assembly plant. In
order for a car to be manufactured in the most efficient method,
several ideas are experimented with and effectiveness results in
the best practices. For example, front seats are typically added
after the center console is bolted on. If the tracks to the seats
are not tightened down before the console it could take 10
seconds longer per side to tighten down. The consoles are then
added and tightened. After this process the seats are attached.
You can see by this example that the process has an order. If the
process is not followed, a backlog may occur. Understanding
the flow is essential to a smoother operation and stronger
performance.
Assignment 4: Presentation
Due Week 9 and worth 70 points
After you have fleshed out your business plan you will have the
information you will need for a slide presentation (e.g.,
PowerPoint). This 12-slide presentation conveys the most
important aspects of your business in a short time. More
sophisticated investors, such as angel investors and venture
capitalists, will typically not look at your written business plan
until they have seen your slide presentation.
Presentation (MS PowerPoint or equivalent)
1. Create a 12-slide presentation. Follow the outline on pp. 343–
346 for the critical slides of your presentation and their
placement.Click here for help accessing a specific page number
in your eBook.
. Hints: Include the highlights of your elevator pitch, which
shows that you understand your business. The elevator pitch is a
concise description of your company—its product, market,
competitive advantages, and so on. Whether pitching your
business to an investor or describing it to a potential connection
at a networking event, you need to be able explain your
business succinctly to someone in the amount of time it would
take to ride up a few floors in an elevator. Use the worksheet in
the text (p. 362 | Your “Elevator Pitch”) to develop your
elevator pitch.
. Hints: You must limit your presentation to twelve (12) slides.
You do not want to overwhelm your audience with too many
slides or bore them with information they already know.
· Cite three (3) resources you have used to complete the
exercise.
. Citations and references must follow APA format. The
reference page is not included in the required page length
Slides:
Reference page
Pak J Commer Soc Sci
Pakistan Journal of Commerce and Social Sciences
2013, Vol. 7 (3), 628-645
Measuring the Extent of a High Performance Work
System: A Mixed Methodology Approach
B. Nicole Rasool (Corresponding author)
PhD Scholar, Institute of Management Sciences, Peshawar,
Pakistan
E-mail: [email protected]
Muhammad Nouman
Institute of Management Sciences, Peshawar, Pakistan
E-mail: [email protected]
Abstract
High performance work systems (HPWS) and their effect on
firm performance is
examined using a single holistic case study design in which the
Total Strategic Resource
Approach (TSRA) is used to measure the extent of HPWS
implementation in a private
Pakistani hospital. Using a mixed methodology case approach, it
is discovered that
Pakistan Hospital & Medical College (PHMC) has begun to
implement aspects of an
HPWS. Profound weaker human resource areas include
information sharing and
compensation although improvement is needed in all 12 HR
practice areas. Firm
performance was measured using perceptual measures of the
organization’s employees,
and it was determined that the HPWS does have a significantly
positive effect on firm
performance. The study was also designed to test the reliability
of the TSRA for the
Pakistani context given its unique cultural setting, and it was
confirmed that the TSRA is
a reliable model that future researchers can use in order to
measure the extent of HPWS
implementation in other Pakistani organizations.
Keywords: high performance work system (HPWS); firm
performance; total strategic
resource approach (TSRA); resource-based view; organizational
performance.
1. Introduction
High performance work systems (HPWS) have become quite
popular in literature that
explores a systems’ effect of an HPWS on firm performance;
however, the extent to
which hospitals implement HPWS’s is an unexplored area
especially in the developing
world of Pakistan. The hospital industry has a highly skilled
workforce and is labor
intensive; therefore, implementation of an HPWS should be
quite successful (Young et
al. 2010). However, in Pakistan, HPWS’s have yet to find their
calling in any industry.
Khilji (2003) states that Pakistani companies are still in an
infant stage of development as
in her study of 15 different organizations only three
organizations had implemented
systematic HR systems, while the other 12 had implemented
only installments of HR
practices over time, not fully realizing the full strength a
complete HPWS can create.
Measurement of an HPWS, however, is something that is highly
debated in the literature
(Becker & Gerhart, 1996). Also, the cultural context in which
an HPWS is measured also
Rasool and Nouman
629
needs to be considered. As Mendoca (2000) states, HR practices
adopted in the Western
World cannot be unilaterally adopted in all countries, especially
developing countries.
The organizational norms of business must be examined when
considering the adoption
of an HPWS in order to ensure effective implementation. Also,
due to a great variance
among studies in measuring an HPWS, it is difficult to compare
findings among different
studies in order to come to an understanding of the true impact
of human resources on
firm performance.
1.1 Objectives of the Study
Therefore, in this study we aim to explore the extent of HPWS
implementation in a
private Pakistani hospital in order to measure the HPWS and its
effect on firm
performance. More specifically, we want to shed light on the
importance of human
resources (HR) in the Pakistani business context by emphasizing
how HR can affect firm
performance. This will encourage more businesses to adopt
HPWS’s and thus improve
firm performance. Second, we want to empirically test the
reliability of a new model
termed the Total Strategic Resource Approach (TSRA) that
measures HPWS’s so that the
TSRA can be used in future Pakistani studies that measure an
HPWS. This will help
standardize findings across studies in Pakistan so results can
easily be compared. Finally,
we want to analyze the extent of HPWS implementation in a
Pakistani hospital.
Understanding how hospitals currently implement HPWS’s will
help businesses
recognize HR system deficiencies and thus create a pathway for
future improvement.
In order to accomplish these objectives, a mixed methodology
approach is used that
incorporates both quantitative and qualitative data. Following
Yin (2003), a single
holistic case study design is employed in investigating HPWS
implementation at Pakistan
Hospital & Medical College (PHMC, i.e pseudo name of the
organization), a privately-
owned hospital and medical school. Following is the theoretical
framework and the
methodology, which is divided into the two respective research
methods that were
employed in this study.
2. Review of the Literature
In this study, we develop a new model that is based on three
different theories due to the
predominance of these three theories in the current literature.
Therefore, in this review of
literature section, we will discuss these three theories and their
implications in the role of
HR in organizations. The three theories include the
universalistic, contingent and
resource-based view. Authors of HPWS / firm performance
studies typically use one of
these theories or a combination of these theories in order to
build their measurement
model for an HPWS.
The universalistic theory is defined as a set of core HR
practices from which all firms can
benefit in order to create the best HPWS system (Huselid,
1995). Certain HR practices
are a given, or universal, and every organization must
implement them for success. This
is the most commonly referred to theory in HPWS / firm
performance studies as used by
many authors (Huselid, 1995; Delery & Doty, 1996).
The contingency theory states that a firm should implement HR
practices in their
organization that are consistent with the organization’s business
strategy (Delery & Doty,
1996). For example, if a business follows a cost leadership
strategy implementing HR
practices that fully explore career opportunities for employees
may be ineffective for a
workforce that has high turnover and a low skill-level.
Measuring the Extent of a High Performance Work System
630
Finally, the resource-based view, in terms of HPWS’s, states
that firms will endeavor to
create HR practices that are rare, valuable, inimitable and non-
substitutable in order to
create a competitive advantage (Barney, 1991). Every business
looks for a competitive
advantage that can set them apart. In today’s world, HR fills
this role. Therefore, each
business must strive to create HR practices that are firm-
specific that cannot be copied if
they hope to outdo their competitors.
In terms of empirical research of HPWS / firm performance,
there have been a
considerable number of studies that have investigated the effect
of an HPWS on firm
performance; however, there have not been any studies looking
at this phenomenon in
Pakistan. Therefore, this study will be one of the first that
evaluate this relationship based
on the Pakistani context. This leads to the theoretical
framework next.
3. Theoretical Framework
In order to evaluate the relationships of an HPWS on firm
performance, it is necessary to
develop an appropriate model that would effectively measure an
HPWS in the Pakistani
context. Therefore, in this study, we develop our own model
based on previous research
that can effectively measure an HPWS. This new model is
termed the Total Strategic
Resource Approach.
3.1 The Total Strategic Resource Approach
The Total Strategic Resource Approach (TSRA) measures an
HPWS and is based on the
three previously mentioned theories: the universalistic theory,
contingency theory, and
the resource-based view. Every company must have given HR
practices, such as training
and recruitment, for example. However, the strategy of a
business will also influence HR
practices. Also, every company does things a bit differently,
and it is this difference that
can often create a competitive advantage; therefore, the
resource-based view should also
be included in a complete model. Combining all three theories
together in one model can
most effectively measure each and every HR practice that may
be included or excluded in
an HPWS thus more effectively measuring an organization’s
HPWS.
In this study, universal practices are based the mostly
commonly included HR practices
from 29 different studies from 1994 to 2012 (See Table 8 in the
appendix) and include
the following HR practices: training, compensation, extensive
recruiting, employee
participation, performance management, promotions, teams,
formal grievance
procedures, information sharing and job design (See Table 1 for
a summary table of HR
practices.). Also, this is consistent with Naqvi and Nadeem
(2011), a recent Pakistani
study that examined 13 different high performance work
practices in their HPWS with
the exception of employment security, employee ownership and
measurement of HR
practices. The understanding of this part of the model is that
every firm should have at
least these 10 HR practices effectively implemented in their
organization in order to
achieve firm success.
Rasool and Nouman
631
Table 1: HPWS Prevalent HR Practices (29 studies from 1994 to
2012)
Second, in measuring the HPWS for this study, we follow the
contingency theory and
measure differentiation HR practices opposed to the other two
choices of cost leadership
HR practices or innovation HR practices (Porter, 1980; Gupta,
2008).
Finally, following the resource-based view, we measure firm-
specific HR practices, the
third component of the TSRA model, by focusing on HR
practices that are rare, valuable,
non substitutable and inimitable. Wright, McMahan, and
McWilliams (1994) discuss how
human resources can create a competitive advantage by
specifically defining how HR
practices can be rare, valuable, non substitutable and inimitable.
Employee knowledge,
skills, abilities and discretionary effort can create valuable
human resources as long as
employees exert discretionary effort (Wright, McMahan,
McWilliams, 1994). One way
to create rare human resources is by focusing on cognitive
ability, which is normally
distributed in the population; therefore, a workforce with high
cognitive ability is defined
as ‘rare’. A focus on inducting employees with high cognitive
ability could lead to rare
human resources. Inimitable human resources can be created by
implementing programs,
processes and cultures that have causal ambiguity and social
complexity (Wright,
McMahan, McWilliams, 1994). Causal ambiguity refers to how
it is unclear to
competitors how a certain process, program or practice is
implemented in a firm. If a
competitor is unable to identify the cause of a certain practice,
process, program, etc.,
they will not be able to replicate it. Second, social complexity
refers to the interactions
among stakeholders in an organization that are complex and
difficult to replicate. Over
time, a firm will develop different relationships with
stakeholders. The dynamics of these
different relationships have certain norms that cannot be
explained or replicated by
competitors. Thus, this makes up an important characteristic of
creating a sustainable
competitive advantage with human resources. Finally, a firm
must ensure their human
resources are non-substitutable. This means that a firm’s
practices, programs and people
cannot be substituted for another more effective production
method (Wright, McMahan,
McWilliams, 1994). A non-substitutable workforce will be able
to cope up with
technological changes effectively, whether it be a new
technological process or a new
piece of equipment. Non-substitutable human resources are able
to effectively deal with
such changes. Thus, the firm-specific component of the TSRA
measures how a company
creates human resources that are a competitive advantage. The
TSRA model can be seen
in the following Figure.
HR Practices Percentage
General & Extensive Training 17.9%
Compensation 14.2%
Extensive Recruiting 9.9%
Employee Participation 8.5%
Performance Appraisal 6.6%
Promotion 5.7%
Teams 4.7%
Formal Grievance Procedures 4.7%
Information Sharing 4.2%
Job Design 3.8%
Measuring the Extent of a High Performance Work System
632
Figure 1: The Total Strategic Resource Approach
Due to the fact that PHMC is following a differentiation
strategy, we measure
differentiation HR practices for this study. Table 2 outlines the
type of differentiation HR
practices that are measured.
Table 2 Differentiation HR Practices
No. Differentiation
1 Fixed and detailed job descriptions (Gupta, 2008)
2 Employee participation in decision making (Gupta, 2008; Bae
& Lawler, 2000)
3 A mix of group and individual performance appraisals (Gupta,
2008)
4 Extensive and continuous training focused on supporting total
quality and
customer care (Armstrong, 2003)
5 Develop and implement knowledge management processes
(Armstrong, 2003)
6 Recruiting and retaining highly skilled labor (Sims, 2002)
7 Reward of employees for quality of work and/or customer
satisfaction focused
short term rewards (Sims, 2002)
Rasool and Nouman
633
3.2 Research Questions
This leads to the following research questions and hypotheses
for this study:
as PHMC implemented a
high performance
work system?
Pakistan?
at PHMC?
3.3 Hypotheses
Hypothesis 1: PHMC will be on the average to low side of a
high performance work
system scale.
Hypothesis 2: The Total Strategic Resource Approach is a
reliable model to
measure an HPWS in Pakistan.
Hypothesis 3: A high performance work system will have a
positive impact on firm
performance at PHMC.
Thus, the following regression equation models will be used to
test the effect of an
HPWS on firm performance:
FP = β0 + βHPWS + ε and FP = β0 + βUni + βDiff + βFS
+ ε
In the first equation, FP stands for the dependent variable of
firm performance and
HPWS is for the independent variable HPWS index. β0 stands
for the constant and ε
stands for the error term. This equation will be used to examine
the effect of the HPWS
index on firm performance. The second equation also examines
the effect of the HPWS
on firm performance; however, it breaks it up into the three
different HR practice areas.
Therefore, the following independent variables are included in
the second equation: Uni
is for universalistic HR practices, Diff is for differentiated HR
practices, and FS is for
firm specific HR practices.
4. Methodology
The methodology used for this case study is a mixed methods
approach utilizing both
quantitative and qualitative data. Following Yin’s (2003)
advice for a single case study
holistic design, an organization, otherwise known as Pak
Hospital and Medical School
(PHMC) for confidentiality purposes, was chosen as the unit of
analysis and the
following proposition guided the data collection process:
The Total Strategic Resource Approach is an effective model
that incorporates the full
effect of human resources on firm performance; therefore, this
model will be tested
empirically and be used to explore the human resources of
PHMC.
Data were gathered over a three month period through various
approaches including
collection of archival materials, semi-structured interviews and
a focus group. To answer
the research questions, interviews, focus groups, and collection
of archival materials are
the main sources used to obtain data; however, to also ensure
the credibility of the study,
a third source of a quantitative survey was also used. Multiple
sources of data collection
ensure triangulation and thus convergence of the data (Yin,
2003). The survey will be
further discussed in the quantitative section. Following this, the
specific methodologies
are discussed in detail separately.
Measuring the Extent of a High Performance Work System
634
4.1 Qualitative Research
In order to ensure construct validity, the TSRA guided the
researcher in designing the
case study (Yin, 2003). Semi-structured interviews were
conducted with the assistant HR
manager and two HR officers using a semi-structured interview
approach with questions
matched to the Total Strategic Resource Approach.
Questionnaire items were validated
by three separate HR professors who all agreed the questions
should effectively measure
high performance work practices. After, the researcher then
returned on another day to
conduct a focus group interview with nine employees from
various positions including
two HR officers, one nurse coordinator, one head of security,
one manager of marketing
and panel affairs, one administration manager of the medical
college, one coordinator of
biomedical engineering, one supply chain officer, and one
manager of nutritional food
services. The interview was facilitated by the researcher and an
additional research
assistant attended the meeting in order to take detailed notes of
the respondents’ answers.
In addition, the meeting was video recorded as well to help in
analysis of the data
afterwards. The focus group interview followed the same
interview questionnaire;
however, the researcher was focused on comparing data
previously garnered from the HR
assistant manager interview and HR clerk interviews in order to
verify the findings with
the views of employees. Information from all interviews and
the focus group was then
reviewed and coded into categories, as separated into the 12
different HR practice areas
of the TSRA, following the suggested method of Miles and
Huberman (1994).
4.2 Quantitative Research
A quantitative method of using a survey is also used in this
study in order to gain a
statistical understanding of the extent of HPWS implementation
in PHMC and to further
support qualitative findings. A survey based on the Total
Strategic Resource Approach
divided questions into the three areas of: universal HR
practices, differentiated HR
practices, and firm specific HR practices. Again, the same three
HR professors also
verified the questionnaire items for the quantitative survey as
well. A total of 54
questions were included in the survey, and the survey was
distributed to a random sample
of approximately 260 employees, first through email and then
personally delivered and
picked up. Based on a population of approximately 1500
employees of PHMC, an alpha
value of .10, and a t-value of 1.65, sample size was calculated
to be 79 (Bartlett, Kotrlik,
& Higgins, 2001). Ninety questionnaires were received of which
86 were complete
indicating a 33% response rate, which is consistent with Young
et al. (2010) who states
25 to 30% response rates are typical and acceptable in social
science research. This
number is also above the minimum required 79 responses.
Respondents to the survey
include employees in several different positions, some of which
include nurses, doctors,
administrative staff, lecturers, etc. Most position groups
comprise of only 1% to 7% of
total respondents. The two largest position groups of
respondents include lecturers (6.7%)
and pharmacists (8.9%). There were a total of 30 different
positions represented by the
survey respondents. In terms of education, survey respondents
were mostly educated
within the range of 14 to 18 years of education, with 14.1 to 16
years making up 20.0%
of respondents and 16.1 to 18 years making up 22.2% of the
respondents.
4.2.1 HPWS Index.
The high performance work system index consists of 12
different HR practice areas
based on the Total Strategic Resource Approach: 10
universalistic HR practice areas, a
Rasool and Nouman
635
differentiated HR practice area, and a firm specific HR practice
area. The ten
universalistic practices include: training, compensation,
extensive recruiting, employee
participation, performance management, promotions, teams,
formal grievance
procedures, information sharing and job design. An example of
a universal HR practice
question includes: Training is a systematically structured
process in this organization.
An example of a differentiation HR practice question includes:
Your organization has a
values system or culture intended to promote knowledge
sharing. Finally, a firm-specific
HR practice question includes: The knowledge, skills, abilities
and unique efforts
demonstrated by employees in your organization creates a
competitive advantage for
your organization that other competitors cannot copy.
All three HR practice areas were measured using seven point
Likert scale questions
ranging from strongly disagree to strongly agree based on
Chicchetti, Shoinralter, and
Tyrer’s (1985) suggestion that reliability steadily increases with
a Likert scale as it moves
from one option towards seven options. After seven, no further
increase in reliability is
seen.
Survey questions were modified through support from the
following studies: Guthrie et
al. (2009), Gurbuz and Mert (2011), Huselid (1995), Datta
(2005) and Bae & Lawler
(2000). Consistent with Becker and Gerhart (1996), the
researcher combines the means
of each of the 12 HR practice areas by averaging all HR
practices into one HPWS index.
4.2.2 Firm Performance Index.
Firm performance was measured by using employee satisfaction
and employee
perception of quality and performance as proxies for firm
performance. This is consistent
with several studies that have also used perceptual measures of
firm performance in
HPWS studies (Bae and Lawler, 2000; Delaney and Huselid,
1996; Guest and Conway,
2011; Gurbuz and Mert, 2011). All were combined together to
create one firm
performance index. Questions were created based on the work
of Treacy (2009) who
explored the organizational commitment of nurses in an acute
care hospital setting.
Although her measures of firm performance and quality were
extensive, only 11 different
questions were included due to fact that the number of questions
had to be limited in the
questionnaire. An example question is I get support and
guidance from my supervisor.
Cronbach’s alpha was run on the data to verify the reliability of
the scale, which was
.682, which indicates a fairly reliable scale (Nunally, 1978).
5. Results
5.1 Background of Pakistan Hospital and Medical College
PHMC was established in 2001 and is a premiere facility of the
area being one of the first
establishments of its kind offering medical services of an
international standard. PHMC
has a 300 bed hospital along with a medical school (established
in 2010), a nursing
school (established in 2008), and Allied Health Services school
(established in 2012).
PHMC also consistently invests in new technologies and
includes state of the art
equipment including a CT Scanner, angiography machine,
dialysis machines, MRI
machine, color Doppler and a new 128 slice CT scanning
machine. In terms of HR,
PHMC has embarked on a new path and is aggressively pursuing
effective
implementation of HR practices and has gone from a staff of
only four HR employees to
21 within the past year. Currently, the organization is also
undergoing the ISO
certification process (as developed by the International
Organization for Standardization).
Measuring the Extent of a High Performance Work System
636
Some changes are obvious in the results of the study, while
others have yet to show an
effect on operations.
5.2 Comparison to the TSRA
In Table 3, a summary of the qualitative data including the 12
HR practices of the HPWS
is presented along with the mean score for each HR practice
area. Since 4.0 is the
median of the Likert scale, any HR practice whose mean was
five or above was
considered to demonstrate an above average practice. Any mean
value below 5.0 was
further examined. Although this evaluation criterion is
inferential, it does provide some
guidance in combination with the qualitative data.
Table 3: TSRA Summary of Qualitative Data with Mean
Scores
HR Practice Mean Major Findings Comment by
Employee if available
Training 4.52
Lack of new employee
orientation and systematic
training.
“I had no guidance
whatsoever. For three,
four months I didn’t
even know what
departments existed in
PHMC”.
Compensation 3.31
Inequitable pay, low salary
compared to competitors, no
contingent pay
“Setting the wage upon
hiring is a bargain, and
you bargain with what
you have.”
Recruitment &
Selection 4.54
Evidence of best practices
such as panel interviews,
large candidate pools, an
online job portal and hiring
based on job descriptions and
specifications.
Employee
Participation &
Empowerment
3.79
Teamwork culture exists, but
there’s a lack of employee
participation in decision-
making.
“I’ve experienced even
the CEO changing his
decision based on my
recommendation.”
Performance
Management 4.22
Employees do not see
performance evaluations, not
used to enhance performance
“I never saw my
appraisal form. I never
signed it. I don’t know
what they’ve written on
it, and it’s at year end in
December, and if my
manager is in a bad
mood, then I will not be
getting any good
increments even though
I’ve worked very good
the last 11 months.”
Rasool and Nouman
637
Promotions 4.02
Internal promotion usually
not done, ineffective career
development of current
employees.
A nurse left and then
asked to come back
with a pay increase
after she had already
left.
Teams 5.06
Departmental teamwork
evident, cross-functional
teams not used.
Formal Grievance
Procedures 4.21
Formal grievance procedure
not existent although HR dept
filling this unpublicized role.
Information
Sharing 3.58
Information sharing
discouraged
‘Everything is on a
need to know basis’.
Job Design 5.14
Job descriptions developed
and communicated;
employees fully aware of
their duties and
responsibilities
Differentiation
HR Practices 4.21
Knowledge sharing exists
with doctors only, not in
departments. Egalitarian
treatment non- existent.
Firm-Specific HR
Practices 4.72
Large range of services for
customers, tuition assistance
for employees,
comprehensive benefit
package, investment in new
technologies, employees used
to change.
5.3 Research Question Results
Five research questions were formulated for this study. The first
question regarding how
HR is implemented in a private Pakistani hospital has been
presented above. The second
question asks:
Is the TSRA appropriate for the cultural context of Pakistan?
To examine this question, it is necessary to look at the mean
scores for individual HR
practices as well as consider the qualitative data as well. In
Table 4, descriptive statistics
are presented. Three HR practice areas are below 4.0 including
compensation,
information sharing and egalitarian treatment, which is one
component of the
differentiation HR practice area. Since the scores are so low
regarding these areas, it must
be considered if culture plays a role in these variables. In terms
of compensation, it seems
employees are unhappy with wage levels and compensation pay.
This is not related to
culture but related to the management of PHMC. If employees
feel well compensated,
they will exert more discretionary effort which can make a
difference in firm
performance. Information sharing has only a 3.58 mean and
data collection shows a
strong affinity from management of keeping things private.
Based on personal knowledge
and discussion with colleagues, in Pakistan, keeping financial,
organizational, and
Measuring the Extent of a High Performance Work System
638
strategic information confidential is typically the norm inbred
in the culture, so it is not
surprising to note PHMC’s lower score in this area. However,
although this is an area that
seems to be consistent throughout Pakistan, this is not
necessarily related to the culture of
Pakistan. This is more so related to the business context in
general and many firms across
the world consider this same issue and share a similar mindset
as PHMC. Finally,
egalitarian treatment, which is part of the differentiated HR
practice area, has a mean of
only 3.39. This indicates that in PHMC there are vast
differences between how different
employees are treated. This is consistent with Khilji (2003)
who states that Pakistan has
been influenced by the British dominion, which created what
she calls an elite culture in
which salary differentials between executives and entry-level
employees may be as high
as 800%. This is consistent with the previously mentioned
compensation information as
well. Although equal treatment of employees breeds cooperation
and commitment from
employees, a culture that is so accustomed to otherwise, cannot
reap such benefits.
Therefore, it is suggested that egalitarian treatment be excluded
from the TSRA in order
to measure HPWS’s in Pakistan.
Table 4: Descriptive Statistics of HR Practices
Variable Number Mean Standard
Deviation
Training 90 4.5244 1.36621
Recruitment 90 4.5417 .83317
Compensation 90 3.3093 1.02757
Performance Management 90 4.2241 1.23006
Promotion 89 4.0225 1.49983
Information Sharing 90 3.5778 1.17139
Job Design 86 5.1395 1.89217
Teams 89 5.0562 1.12168
Participation & Empowerment 89 3.7876 .95117
Formal Grievance 86 4.2093 1.65292
Differentiation 89 4.2058 .96483
Firm Specific 90 4.7185 1.15190
Next, the following research question is addressed:
Based on the TSRA, to what extent has PHMC implemented a
high performance
work system?
To answer this question, the full HPWS index has been used;
however, given the answer
to the research question above about culture, egalitarian
treatment has been removed
from the HPWS index. The mean score therefore is 4.2791. To
look at a percentage of
this same number, we can convert it to 61%; however, this
percentage is higher than the
actual HPWS index score because when you convert to a
percentage the result is actually
scaled up.
In order to determine if this score is low, average or high, we
refer to Becker and
Gerhart’s (1996) discussion when they discuss how much a
company ‘gets into the
game’, or how much they implement HR practices (p.788). They
state firms in the 0 to
20th percentile range are moving from HR being an obstacle
impeding increased firm
performance to more of a neutral ground. Firms in the 20 to
60% range implement best
Rasool and Nouman
639
HR practices; however, these improvements in HR are not
enough to sustain a
competitive advantage and affect firm performance. Firms in the
60 to 100% range
arguably have implemented most if not all best HR practices,
and more importantly they
have intertwined them into their organization’s system and
therefore have created a
competitive advantage with their HR system that significantly
affects firm performance.
Although this theory presented by Becker and Gerhart (1996) is
inferential, it provides
some benchmark to follow in this study. Therefore, a percentile
score of 0 to 20% would
be considered low. A score of 20 to 60% would be considered
average and a score from
60 to 100% would be considered high. Thus, the HPWS index
score of 4.2791 or 61%
would actually be considered an average to high HPWS score.
Therefore hypothesis 1 is
rejected. However, although PHMC has taken proactive steps
and is currently
implementing some aspects of an effective HPWS, there still is
room for growth. In order
to obtain maximum benefit from HR practices, PHMC needs to
be on the higher side of
the index rather than on the average to high side.
The next question is:
Is the TSRA a reliable model to measure an HPWS in Pakistan?
Cronbach’s alpha was checked on the HPWS index data and was
.916. According to
Nunnally (1978), any value above .70 could be taken as an
acceptable reliability level.
Also, the three separate components that make up the HPWS
index, universalistic,
differentiation, and firm-specific HR areas, all had acceptable
reliability levels of .834,
.771, and .795 respectively. This indicates that hypothesis 2 is
accepted as the HPWS
scale is reliable to use to measure an HPWS in Pakistan.
The last research question is:
Does an HPWS have a significant effect on firm performance?
SPSS 16.0 was used to analyze the data. Table 5 provides the
means, standard deviations
and correlations between the three separate areas of the HPWS
as well as firm
performance and the HPWS index. In this analysis, it can be
seen that all HR practice
areas are significantly correlated with firm performance.
Convergent validity of the
HPWS scale is also shown as each area of the HPWS scale, i.e.
universalistic,
differentiation and firm-specific all have correlations of .641 or
above. Tables 6 and 7
present regression analysis of each of the HR areas measured
separately on firm
performance in models 1, 2, and 3, and then measured
altogether in one model in model
4. Before running regression analysis, the data were checked for
linear regression
assumptions. Independence was determined by the Durbin-
Watson statistic of 1.636.
Linearity of the data was shown with a plot of the observed
verses the predicted values,
and all points were symmetrically distributed along the diagonal
line. The data were
normal as suggested by the probability plot of the residuals in
which all points fell close
to the diagonal line, and heteroskedasticity was also not present
due to the plot of the
residuals verses predicted values, which showed no apparent
pattern. Multicollinearity
was also ruled out with a VIF of 1.0. R-squared for
universalistic and differentiated HR
practices were similar with a value of .506 and .447
respectively. However, in model 3,
firm-specific HR practices, the R-squared value was much lower
at .356. The R-squared
value of all three HR practices combined together in model 4 is
.542, which shows a
change in R-squared of .036, .095, and .186 from the
universalistic, differentiation and
firm-specific models respectively. This result supports the fact
that HR practices
Measuring the Extent of a High Performance Work System
640
combined in a system work together synergistically to affect
firm performance (Becker &
Huselid 1998; Datta, Guthrie and Wright 2005; Huselid 1995;
Youndt et al. 1996). Model
5 essentially is the same measurement; however, it is the
combination of the three
different HR areas into the one HPWS index, which is then
regressed on firm
performance. The R squared value is .526 with p<.000, which
shows that the HPWS
index is a good predictor of firm performance. This result
further supports hypothesis 3
that states an HPWS does have a positive impact on firm
performance at PHMC.
Table 5: Means, Standard Deviations and Correlations
Variable Mean S.D. 1 2 3 4
1. Firm Performance 4.4625 .79882
2. Universalistic HR 4.2379 .81268 .712*
3. Differentiation HR 4.2508 .91810 .669* .793*
4. Firm Specific HR 4.7185 1.15190 .597* .735* .641*
5. HPWS Index 4.2791 .81229 .725* .994* .830* .791*
* Correlation is significant at the .01 level. N=86
Table 6: Results of Regression Analysis for TSRA Components
Individually
Regressed on Firm Performance
Model 1 Model 2 Model 3
Variable Beta S.E. Beta S.E. Beta S.E.
Constant
Universalistic
Differentiation
Firm Specific
HPWS Index
1.509
.698*
.318
.074
1.989
.582*
.302
.069
2.513
.412*
.289
.059
R² .506 .447 .356
N 86 86 86
* P <.000 ** P < .05
Rasool and Nouman
641
Table 7: Results of Regression Analysis for TSRA Components
together and HPWS
on Firm Performance
Model 4 Model 5
Variable Beta S.E. Beta S.E.
Constant
Universalistic
Differentiation
Firm Specific
1.380
.404*
.231**
.083
.314
.137
.106
.077
1.426
.582*
.315
.069
HPWS Index
.711 .072
R² .542 .526
∆R² .036, .095,
.186
.526
.02, .079, .17
N 86 86
* P <.000 ** P < .05
6. Discussion
Through qualitative and quantitative means, data were collected
regarding the extent of
HPWS implementation at PHMC. The triangulation of data was
conclusive and provided
several notable findings. First, in terms of implementing a
complete HPWS, PHMC still
needs improvement as weaknesses exist in each practice area of
the TSRA. Teams and
job design are the only variables which are above a 5.0 mean.
Profound weaker areas
include compensation, employee participation and information
sharing; however, all
areas of the HPWS index do need improvement. In terms of
empirically testing the
HPWS index, it was proven through a reliability rating of .916
that the HPWS scale is
reliable to test an HPWS in the Pakistani context. This,
however, includes the exclusion
of egalitarian treatment from the differentiation portion of the
HPWS index as this
variable is not appropriate for the Pakistani cultural context. In
future studies, the TSRA
should be effective in measuring Pakistani HPWS’s.
All HR areas need improvement; however, a few areas stand out
that are consistent with
other Pakistani companies and should be addressed.
Performance appraisal (4.22 mean)
is one area that needs improvement. Currently, the organization
is not using performance
appraisal as a means to improve performance but only to
monitor acceptable
performance. Although this is consistent with many other
Pakistani companies, this does
not warrant its exclusion from the HPWS scale as a focus on
performance appraisal can
improve firm performance. Compensation and training are other
areas that need
improvement. However, PHMC has taken proactive steps in the
last year to improve
these areas. Information sharing is a concept that receives
extreme opposition in the
Pakistani environment and in the developed world as well.
However, high performing
firms are beginning to recognize that information sharing can
have a tremendous impact
Measuring the Extent of a High Performance Work System
642
on the bottom line. Pfeffer (1998) states information sharing is
important for two reasons:
to show employees you trust them and to help employees make
appropriate decisions for
the benefit of the company. The developed world has also seen
a lot of opposition to
information sharing; however, many companies have effectively
incorporated
information sharing in their HR systems (Pfeffer, 1998).
Recruitment, promotion,
employee participation and formal grievance procedures also all
need improvement.
Recruitment seems to be on the right track as employees believe
that the company hires
skilled and knowledgeable employees (mean 5.17). However,
they should still focus on
increasing their candidate pool as much as possible as larger
pools will help enhance
labor productivity and better match employee skills with the job
requirements (Qingxiong
& McElroy, 2010). Promotions are typically filled from outside
in PHMC. However, the
company should consider developing their training program
more and incorporating a
career development program that could help the organization
better build effective
employees on the inside that could then be promoted to higher
positions. This would then
lead to improved employee morale and commitment. In terms of
employee participation,
although employees have moments in which their opinions are
valued, they are rarely left
on the front lines to make decisions on their own. Involving
employees more fully in
different improvement processes and delegating more authority
to employees can
improve job morale and employee commitment. Finally, the
implementation of a formal
grievance procedures system could enable employees to
objectively voice their concerns,
which then could eliminate problems that also lower morale and
employee commitment.
In terms of examining the extent of HPWS implementation and
its effect on firm
performance, the data conclusively proved that PHMC is
implementing a high
performance work system to some extent. Breaking the HPWS
index into its three
respective areas also proved that each area in and of itself
makes its own contribution;
however, it was apparent that although firm-specific HR
practices were correlated with
firm performance, this correlation was weaker than the other
two areas. This may be
attributed to the nature of the questions of this area. As can be
seen by the 1.15 standard
deviation, it is clear that there was a wider variance of
responses regarding firm specific
HR practices. Despite this weaker correlation, when all three
areas are combined together
into one HPWS index, it is clear that the HPWS index has a
positive effect on firm
performance. With a one standard deviation increase in the
HPWS, an increase of .725 is
seen in firm performance. This shows PHMC that with further
focus on improving high
performance work practices in their organization, they can
improve firm performance.
In future studies, the empirical data from this study can help
researchers in assessing their
HPWS systems. Although we cannot generalize the findings of
an HPWS having an
impact on firm performance to all hospitals in Pakistan due to
the fact that this study was
based only on one organization, we can, however, still reap
scientific benefit from the
data gleaned from this study. First, the HPWS was shown to
have a good reliability of
.916. Therefore, one major contribution of this study is the
model that was created to
measure an HPWS. This model can be applied in future
empirical studies that measure an
HPWS’s effect on firm performance. Furthermore, the study
brings to light many HR
issues that are common in the Pakistani context, which helps
businesses in planning
human resource functions and helps researchers in future
studies investigating the role of
HR. To further research in this area, it is suggested that
researchers endeavor to
implement large scale empirical studies that use the TSRA to
measure the effect of an
Rasool and Nouman
643
HPWS on firm performance in the Pakistani context. Although
the TSRA was used
specifically for a hospital environment, its use should be
appropriate in multiple
industries in Pakistan; therefore, future studies in other
industries are also suggested.
7. Conclusion
PHMC has taken steps to ensure best practices in their
organization and have
implemented, to some degree, a high performance work system.
Through data collection,
it was shown that PHMC still has much room for improvement,
especially in regard to
compensation, empowerment, training and performance
appraisal. As far as the TSRA is
concerned, it was proven that it is definitely an appropriate
model to measure firm
performance in Pakistan; however, it was suggested that the
egalitarian treatment of
differentiated HR practices be removed from the HPWS scale.
In terms of showing how
an HPWS affects firm performance, it was clearly shown that
the HPWS at PHMC
positively and significantly affects firm performance. Although
the findings of HR
affecting firm performance cannot be generalized to other
similar organizations due to the
limitation that this was a single case study on one organization,
the findings can be
generalized to the theory that supports the study, i.e. the TSRA
(Yin, 2003). In the future,
researchers can use the TSRA to measure human resources in
studies examining HR’s
effect on firm performance in the Pakistani context.
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Running head Measuring Performance .docx

  • 1. Running head: Measuring Performance 1 Measuring Performance 2 Measuring Performance Learning organizations make a difference in determining the way to go. Devolving a learning organization means short-term and long-term commitment. Acquiring and developing necessary resources requires time, energy, and effort. Maintaining and improving these resources also require continued effort. As the organization expands so must the learning. Ideally, learning will transpire before action. Business learning models will employ the need for a plan, strategic, vision, and strategy. The organization that models that does not carry these things through, sells the organization and the personnel short. An organization in difficult financial times will cut the budget in training and development, usually at the top of the list. In reality, the opposite should be true; an organization that is struggling should be investing in training their people increasing organizational and individual performance. The financial problems of an organization do not normally occur in one or two areas. A thorough assessment is necessary to fully realize where the symptoms, problems, and results lie. The reading this week addresses different methods for measuring performance. Viewing data and existing research will only provide a portion of the necessary information. Data collection comes through many forms. The use of qualitative and quantitative methods allows an objective approach to
  • 2. gathering insights about the organization. Performance measures are to be objective to retain clear and consistent processes in which to compare. Learning methods, like performance measuring should be clear and consistent while providing a best practices approach. Understanding the workflow requires understanding processes organizationally down to the individual. Determining what is working and what could work better is an essential part of the process. Having a clear picture comprehensively will really contribute to an overall measure for improvement within the organization. It is vital to understand the roles of personnel and their processes within the organization. Not comprehending their approach can be compared to an auto assembly plant. In order for a car to be manufactured in the most efficient method, several ideas are experimented with and effectiveness results in the best practices. For example, front seats are typically added after the center console is bolted on. If the tracks to the seats are not tightened down before the console it could take 10 seconds longer per side to tighten down. The consoles are then added and tightened. After this process the seats are attached. You can see by this example that the process has an order. If the process is not followed, a backlog may occur. Understanding the flow is essential to a smoother operation and stronger performance. Assignment 4: Presentation Due Week 9 and worth 70 points After you have fleshed out your business plan you will have the information you will need for a slide presentation (e.g., PowerPoint). This 12-slide presentation conveys the most important aspects of your business in a short time. More sophisticated investors, such as angel investors and venture capitalists, will typically not look at your written business plan until they have seen your slide presentation.
  • 3. Presentation (MS PowerPoint or equivalent) 1. Create a 12-slide presentation. Follow the outline on pp. 343– 346 for the critical slides of your presentation and their placement.Click here for help accessing a specific page number in your eBook. . Hints: Include the highlights of your elevator pitch, which shows that you understand your business. The elevator pitch is a concise description of your company—its product, market, competitive advantages, and so on. Whether pitching your business to an investor or describing it to a potential connection at a networking event, you need to be able explain your business succinctly to someone in the amount of time it would take to ride up a few floors in an elevator. Use the worksheet in the text (p. 362 | Your “Elevator Pitch”) to develop your elevator pitch. . Hints: You must limit your presentation to twelve (12) slides. You do not want to overwhelm your audience with too many slides or bore them with information they already know. · Cite three (3) resources you have used to complete the exercise. . Citations and references must follow APA format. The reference page is not included in the required page length Slides:
  • 4. Reference page Pak J Commer Soc Sci Pakistan Journal of Commerce and Social Sciences 2013, Vol. 7 (3), 628-645 Measuring the Extent of a High Performance Work System: A Mixed Methodology Approach B. Nicole Rasool (Corresponding author) PhD Scholar, Institute of Management Sciences, Peshawar, Pakistan E-mail: [email protected] Muhammad Nouman Institute of Management Sciences, Peshawar, Pakistan E-mail: [email protected] Abstract High performance work systems (HPWS) and their effect on firm performance is examined using a single holistic case study design in which the Total Strategic Resource Approach (TSRA) is used to measure the extent of HPWS implementation in a private Pakistani hospital. Using a mixed methodology case approach, it is discovered that
  • 5. Pakistan Hospital & Medical College (PHMC) has begun to implement aspects of an HPWS. Profound weaker human resource areas include information sharing and compensation although improvement is needed in all 12 HR practice areas. Firm performance was measured using perceptual measures of the organization’s employees, and it was determined that the HPWS does have a significantly positive effect on firm performance. The study was also designed to test the reliability of the TSRA for the Pakistani context given its unique cultural setting, and it was confirmed that the TSRA is a reliable model that future researchers can use in order to measure the extent of HPWS implementation in other Pakistani organizations. Keywords: high performance work system (HPWS); firm performance; total strategic resource approach (TSRA); resource-based view; organizational performance. 1. Introduction High performance work systems (HPWS) have become quite popular in literature that explores a systems’ effect of an HPWS on firm performance; however, the extent to which hospitals implement HPWS’s is an unexplored area especially in the developing world of Pakistan. The hospital industry has a highly skilled workforce and is labor intensive; therefore, implementation of an HPWS should be quite successful (Young et al. 2010). However, in Pakistan, HPWS’s have yet to find their calling in any industry. Khilji (2003) states that Pakistani companies are still in an infant stage of development as
  • 6. in her study of 15 different organizations only three organizations had implemented systematic HR systems, while the other 12 had implemented only installments of HR practices over time, not fully realizing the full strength a complete HPWS can create. Measurement of an HPWS, however, is something that is highly debated in the literature (Becker & Gerhart, 1996). Also, the cultural context in which an HPWS is measured also Rasool and Nouman 629 needs to be considered. As Mendoca (2000) states, HR practices adopted in the Western World cannot be unilaterally adopted in all countries, especially developing countries. The organizational norms of business must be examined when considering the adoption of an HPWS in order to ensure effective implementation. Also, due to a great variance among studies in measuring an HPWS, it is difficult to compare findings among different studies in order to come to an understanding of the true impact of human resources on firm performance. 1.1 Objectives of the Study Therefore, in this study we aim to explore the extent of HPWS implementation in a private Pakistani hospital in order to measure the HPWS and its effect on firm
  • 7. performance. More specifically, we want to shed light on the importance of human resources (HR) in the Pakistani business context by emphasizing how HR can affect firm performance. This will encourage more businesses to adopt HPWS’s and thus improve firm performance. Second, we want to empirically test the reliability of a new model termed the Total Strategic Resource Approach (TSRA) that measures HPWS’s so that the TSRA can be used in future Pakistani studies that measure an HPWS. This will help standardize findings across studies in Pakistan so results can easily be compared. Finally, we want to analyze the extent of HPWS implementation in a Pakistani hospital. Understanding how hospitals currently implement HPWS’s will help businesses recognize HR system deficiencies and thus create a pathway for future improvement. In order to accomplish these objectives, a mixed methodology approach is used that incorporates both quantitative and qualitative data. Following Yin (2003), a single holistic case study design is employed in investigating HPWS implementation at Pakistan Hospital & Medical College (PHMC, i.e pseudo name of the organization), a privately- owned hospital and medical school. Following is the theoretical framework and the methodology, which is divided into the two respective research methods that were employed in this study. 2. Review of the Literature In this study, we develop a new model that is based on three different theories due to the
  • 8. predominance of these three theories in the current literature. Therefore, in this review of literature section, we will discuss these three theories and their implications in the role of HR in organizations. The three theories include the universalistic, contingent and resource-based view. Authors of HPWS / firm performance studies typically use one of these theories or a combination of these theories in order to build their measurement model for an HPWS. The universalistic theory is defined as a set of core HR practices from which all firms can benefit in order to create the best HPWS system (Huselid, 1995). Certain HR practices are a given, or universal, and every organization must implement them for success. This is the most commonly referred to theory in HPWS / firm performance studies as used by many authors (Huselid, 1995; Delery & Doty, 1996). The contingency theory states that a firm should implement HR practices in their organization that are consistent with the organization’s business strategy (Delery & Doty, 1996). For example, if a business follows a cost leadership strategy implementing HR practices that fully explore career opportunities for employees may be ineffective for a workforce that has high turnover and a low skill-level. Measuring the Extent of a High Performance Work System 630
  • 9. Finally, the resource-based view, in terms of HPWS’s, states that firms will endeavor to create HR practices that are rare, valuable, inimitable and non- substitutable in order to create a competitive advantage (Barney, 1991). Every business looks for a competitive advantage that can set them apart. In today’s world, HR fills this role. Therefore, each business must strive to create HR practices that are firm- specific that cannot be copied if they hope to outdo their competitors. In terms of empirical research of HPWS / firm performance, there have been a considerable number of studies that have investigated the effect of an HPWS on firm performance; however, there have not been any studies looking at this phenomenon in Pakistan. Therefore, this study will be one of the first that evaluate this relationship based on the Pakistani context. This leads to the theoretical framework next. 3. Theoretical Framework In order to evaluate the relationships of an HPWS on firm performance, it is necessary to develop an appropriate model that would effectively measure an HPWS in the Pakistani context. Therefore, in this study, we develop our own model based on previous research that can effectively measure an HPWS. This new model is termed the Total Strategic Resource Approach. 3.1 The Total Strategic Resource Approach The Total Strategic Resource Approach (TSRA) measures an HPWS and is based on the three previously mentioned theories: the universalistic theory,
  • 10. contingency theory, and the resource-based view. Every company must have given HR practices, such as training and recruitment, for example. However, the strategy of a business will also influence HR practices. Also, every company does things a bit differently, and it is this difference that can often create a competitive advantage; therefore, the resource-based view should also be included in a complete model. Combining all three theories together in one model can most effectively measure each and every HR practice that may be included or excluded in an HPWS thus more effectively measuring an organization’s HPWS. In this study, universal practices are based the mostly commonly included HR practices from 29 different studies from 1994 to 2012 (See Table 8 in the appendix) and include the following HR practices: training, compensation, extensive recruiting, employee participation, performance management, promotions, teams, formal grievance procedures, information sharing and job design (See Table 1 for a summary table of HR practices.). Also, this is consistent with Naqvi and Nadeem (2011), a recent Pakistani study that examined 13 different high performance work practices in their HPWS with the exception of employment security, employee ownership and measurement of HR practices. The understanding of this part of the model is that every firm should have at least these 10 HR practices effectively implemented in their organization in order to achieve firm success.
  • 11. Rasool and Nouman 631 Table 1: HPWS Prevalent HR Practices (29 studies from 1994 to 2012) Second, in measuring the HPWS for this study, we follow the contingency theory and measure differentiation HR practices opposed to the other two choices of cost leadership HR practices or innovation HR practices (Porter, 1980; Gupta, 2008). Finally, following the resource-based view, we measure firm- specific HR practices, the third component of the TSRA model, by focusing on HR practices that are rare, valuable, non substitutable and inimitable. Wright, McMahan, and McWilliams (1994) discuss how
  • 12. human resources can create a competitive advantage by specifically defining how HR practices can be rare, valuable, non substitutable and inimitable. Employee knowledge, skills, abilities and discretionary effort can create valuable human resources as long as employees exert discretionary effort (Wright, McMahan, McWilliams, 1994). One way to create rare human resources is by focusing on cognitive ability, which is normally distributed in the population; therefore, a workforce with high cognitive ability is defined as ‘rare’. A focus on inducting employees with high cognitive ability could lead to rare human resources. Inimitable human resources can be created by implementing programs, processes and cultures that have causal ambiguity and social complexity (Wright, McMahan, McWilliams, 1994). Causal ambiguity refers to how it is unclear to competitors how a certain process, program or practice is implemented in a firm. If a competitor is unable to identify the cause of a certain practice, process, program, etc., they will not be able to replicate it. Second, social complexity refers to the interactions among stakeholders in an organization that are complex and difficult to replicate. Over time, a firm will develop different relationships with stakeholders. The dynamics of these different relationships have certain norms that cannot be explained or replicated by competitors. Thus, this makes up an important characteristic of creating a sustainable competitive advantage with human resources. Finally, a firm must ensure their human
  • 13. resources are non-substitutable. This means that a firm’s practices, programs and people cannot be substituted for another more effective production method (Wright, McMahan, McWilliams, 1994). A non-substitutable workforce will be able to cope up with technological changes effectively, whether it be a new technological process or a new piece of equipment. Non-substitutable human resources are able to effectively deal with such changes. Thus, the firm-specific component of the TSRA measures how a company creates human resources that are a competitive advantage. The TSRA model can be seen in the following Figure. HR Practices Percentage General & Extensive Training 17.9% Compensation 14.2% Extensive Recruiting 9.9% Employee Participation 8.5% Performance Appraisal 6.6% Promotion 5.7% Teams 4.7% Formal Grievance Procedures 4.7% Information Sharing 4.2% Job Design 3.8% Measuring the Extent of a High Performance Work System 632
  • 14. Figure 1: The Total Strategic Resource Approach Due to the fact that PHMC is following a differentiation strategy, we measure differentiation HR practices for this study. Table 2 outlines the type of differentiation HR practices that are measured. Table 2 Differentiation HR Practices No. Differentiation 1 Fixed and detailed job descriptions (Gupta, 2008) 2 Employee participation in decision making (Gupta, 2008; Bae & Lawler, 2000) 3 A mix of group and individual performance appraisals (Gupta, 2008) 4 Extensive and continuous training focused on supporting total quality and customer care (Armstrong, 2003) 5 Develop and implement knowledge management processes (Armstrong, 2003) 6 Recruiting and retaining highly skilled labor (Sims, 2002) 7 Reward of employees for quality of work and/or customer satisfaction focused short term rewards (Sims, 2002)
  • 15. Rasool and Nouman 633 3.2 Research Questions This leads to the following research questions and hypotheses for this study: as PHMC implemented a high performance work system? Pakistan? at PHMC? 3.3 Hypotheses Hypothesis 1: PHMC will be on the average to low side of a high performance work system scale. Hypothesis 2: The Total Strategic Resource Approach is a reliable model to measure an HPWS in Pakistan. Hypothesis 3: A high performance work system will have a positive impact on firm performance at PHMC. Thus, the following regression equation models will be used to test the effect of an HPWS on firm performance: FP = β0 + βHPWS + ε and FP = β0 + βUni + βDiff + βFS
  • 16. + ε In the first equation, FP stands for the dependent variable of firm performance and HPWS is for the independent variable HPWS index. β0 stands for the constant and ε stands for the error term. This equation will be used to examine the effect of the HPWS index on firm performance. The second equation also examines the effect of the HPWS on firm performance; however, it breaks it up into the three different HR practice areas. Therefore, the following independent variables are included in the second equation: Uni is for universalistic HR practices, Diff is for differentiated HR practices, and FS is for firm specific HR practices. 4. Methodology The methodology used for this case study is a mixed methods approach utilizing both quantitative and qualitative data. Following Yin’s (2003) advice for a single case study holistic design, an organization, otherwise known as Pak Hospital and Medical School (PHMC) for confidentiality purposes, was chosen as the unit of analysis and the following proposition guided the data collection process: The Total Strategic Resource Approach is an effective model that incorporates the full effect of human resources on firm performance; therefore, this model will be tested empirically and be used to explore the human resources of PHMC. Data were gathered over a three month period through various approaches including collection of archival materials, semi-structured interviews and a focus group. To answer
  • 17. the research questions, interviews, focus groups, and collection of archival materials are the main sources used to obtain data; however, to also ensure the credibility of the study, a third source of a quantitative survey was also used. Multiple sources of data collection ensure triangulation and thus convergence of the data (Yin, 2003). The survey will be further discussed in the quantitative section. Following this, the specific methodologies are discussed in detail separately. Measuring the Extent of a High Performance Work System 634 4.1 Qualitative Research In order to ensure construct validity, the TSRA guided the researcher in designing the case study (Yin, 2003). Semi-structured interviews were conducted with the assistant HR manager and two HR officers using a semi-structured interview approach with questions matched to the Total Strategic Resource Approach. Questionnaire items were validated by three separate HR professors who all agreed the questions should effectively measure high performance work practices. After, the researcher then returned on another day to conduct a focus group interview with nine employees from various positions including two HR officers, one nurse coordinator, one head of security, one manager of marketing
  • 18. and panel affairs, one administration manager of the medical college, one coordinator of biomedical engineering, one supply chain officer, and one manager of nutritional food services. The interview was facilitated by the researcher and an additional research assistant attended the meeting in order to take detailed notes of the respondents’ answers. In addition, the meeting was video recorded as well to help in analysis of the data afterwards. The focus group interview followed the same interview questionnaire; however, the researcher was focused on comparing data previously garnered from the HR assistant manager interview and HR clerk interviews in order to verify the findings with the views of employees. Information from all interviews and the focus group was then reviewed and coded into categories, as separated into the 12 different HR practice areas of the TSRA, following the suggested method of Miles and Huberman (1994). 4.2 Quantitative Research A quantitative method of using a survey is also used in this study in order to gain a statistical understanding of the extent of HPWS implementation in PHMC and to further support qualitative findings. A survey based on the Total Strategic Resource Approach divided questions into the three areas of: universal HR practices, differentiated HR practices, and firm specific HR practices. Again, the same three HR professors also verified the questionnaire items for the quantitative survey as well. A total of 54 questions were included in the survey, and the survey was
  • 19. distributed to a random sample of approximately 260 employees, first through email and then personally delivered and picked up. Based on a population of approximately 1500 employees of PHMC, an alpha value of .10, and a t-value of 1.65, sample size was calculated to be 79 (Bartlett, Kotrlik, & Higgins, 2001). Ninety questionnaires were received of which 86 were complete indicating a 33% response rate, which is consistent with Young et al. (2010) who states 25 to 30% response rates are typical and acceptable in social science research. This number is also above the minimum required 79 responses. Respondents to the survey include employees in several different positions, some of which include nurses, doctors, administrative staff, lecturers, etc. Most position groups comprise of only 1% to 7% of total respondents. The two largest position groups of respondents include lecturers (6.7%) and pharmacists (8.9%). There were a total of 30 different positions represented by the survey respondents. In terms of education, survey respondents were mostly educated within the range of 14 to 18 years of education, with 14.1 to 16 years making up 20.0% of respondents and 16.1 to 18 years making up 22.2% of the respondents. 4.2.1 HPWS Index. The high performance work system index consists of 12 different HR practice areas based on the Total Strategic Resource Approach: 10 universalistic HR practice areas, a
  • 20. Rasool and Nouman 635 differentiated HR practice area, and a firm specific HR practice area. The ten universalistic practices include: training, compensation, extensive recruiting, employee participation, performance management, promotions, teams, formal grievance procedures, information sharing and job design. An example of a universal HR practice question includes: Training is a systematically structured process in this organization. An example of a differentiation HR practice question includes: Your organization has a values system or culture intended to promote knowledge sharing. Finally, a firm-specific HR practice question includes: The knowledge, skills, abilities and unique efforts demonstrated by employees in your organization creates a competitive advantage for your organization that other competitors cannot copy. All three HR practice areas were measured using seven point Likert scale questions ranging from strongly disagree to strongly agree based on Chicchetti, Shoinralter, and Tyrer’s (1985) suggestion that reliability steadily increases with a Likert scale as it moves from one option towards seven options. After seven, no further increase in reliability is seen. Survey questions were modified through support from the following studies: Guthrie et
  • 21. al. (2009), Gurbuz and Mert (2011), Huselid (1995), Datta (2005) and Bae & Lawler (2000). Consistent with Becker and Gerhart (1996), the researcher combines the means of each of the 12 HR practice areas by averaging all HR practices into one HPWS index. 4.2.2 Firm Performance Index. Firm performance was measured by using employee satisfaction and employee perception of quality and performance as proxies for firm performance. This is consistent with several studies that have also used perceptual measures of firm performance in HPWS studies (Bae and Lawler, 2000; Delaney and Huselid, 1996; Guest and Conway, 2011; Gurbuz and Mert, 2011). All were combined together to create one firm performance index. Questions were created based on the work of Treacy (2009) who explored the organizational commitment of nurses in an acute care hospital setting. Although her measures of firm performance and quality were extensive, only 11 different questions were included due to fact that the number of questions had to be limited in the questionnaire. An example question is I get support and guidance from my supervisor. Cronbach’s alpha was run on the data to verify the reliability of the scale, which was .682, which indicates a fairly reliable scale (Nunally, 1978). 5. Results 5.1 Background of Pakistan Hospital and Medical College PHMC was established in 2001 and is a premiere facility of the area being one of the first establishments of its kind offering medical services of an international standard. PHMC
  • 22. has a 300 bed hospital along with a medical school (established in 2010), a nursing school (established in 2008), and Allied Health Services school (established in 2012). PHMC also consistently invests in new technologies and includes state of the art equipment including a CT Scanner, angiography machine, dialysis machines, MRI machine, color Doppler and a new 128 slice CT scanning machine. In terms of HR, PHMC has embarked on a new path and is aggressively pursuing effective implementation of HR practices and has gone from a staff of only four HR employees to 21 within the past year. Currently, the organization is also undergoing the ISO certification process (as developed by the International Organization for Standardization). Measuring the Extent of a High Performance Work System 636 Some changes are obvious in the results of the study, while others have yet to show an effect on operations. 5.2 Comparison to the TSRA In Table 3, a summary of the qualitative data including the 12 HR practices of the HPWS is presented along with the mean score for each HR practice area. Since 4.0 is the median of the Likert scale, any HR practice whose mean was five or above was
  • 23. considered to demonstrate an above average practice. Any mean value below 5.0 was further examined. Although this evaluation criterion is inferential, it does provide some guidance in combination with the qualitative data. Table 3: TSRA Summary of Qualitative Data with Mean Scores HR Practice Mean Major Findings Comment by Employee if available Training 4.52 Lack of new employee orientation and systematic training. “I had no guidance whatsoever. For three, four months I didn’t even know what departments existed in PHMC”. Compensation 3.31 Inequitable pay, low salary compared to competitors, no contingent pay “Setting the wage upon hiring is a bargain, and you bargain with what you have.”
  • 24. Recruitment & Selection 4.54 Evidence of best practices such as panel interviews, large candidate pools, an online job portal and hiring based on job descriptions and specifications. Employee Participation & Empowerment 3.79 Teamwork culture exists, but there’s a lack of employee participation in decision- making. “I’ve experienced even the CEO changing his decision based on my recommendation.” Performance Management 4.22 Employees do not see performance evaluations, not
  • 25. used to enhance performance “I never saw my appraisal form. I never signed it. I don’t know what they’ve written on it, and it’s at year end in December, and if my manager is in a bad mood, then I will not be getting any good increments even though I’ve worked very good the last 11 months.” Rasool and Nouman 637 Promotions 4.02 Internal promotion usually not done, ineffective career development of current employees. A nurse left and then asked to come back with a pay increase after she had already left. Teams 5.06
  • 26. Departmental teamwork evident, cross-functional teams not used. Formal Grievance Procedures 4.21 Formal grievance procedure not existent although HR dept filling this unpublicized role. Information Sharing 3.58 Information sharing discouraged ‘Everything is on a need to know basis’. Job Design 5.14 Job descriptions developed and communicated; employees fully aware of their duties and responsibilities Differentiation HR Practices 4.21 Knowledge sharing exists
  • 27. with doctors only, not in departments. Egalitarian treatment non- existent. Firm-Specific HR Practices 4.72 Large range of services for customers, tuition assistance for employees, comprehensive benefit package, investment in new technologies, employees used to change. 5.3 Research Question Results Five research questions were formulated for this study. The first question regarding how HR is implemented in a private Pakistani hospital has been presented above. The second question asks: Is the TSRA appropriate for the cultural context of Pakistan? To examine this question, it is necessary to look at the mean scores for individual HR practices as well as consider the qualitative data as well. In Table 4, descriptive statistics are presented. Three HR practice areas are below 4.0 including compensation, information sharing and egalitarian treatment, which is one component of the differentiation HR practice area. Since the scores are so low regarding these areas, it must
  • 28. be considered if culture plays a role in these variables. In terms of compensation, it seems employees are unhappy with wage levels and compensation pay. This is not related to culture but related to the management of PHMC. If employees feel well compensated, they will exert more discretionary effort which can make a difference in firm performance. Information sharing has only a 3.58 mean and data collection shows a strong affinity from management of keeping things private. Based on personal knowledge and discussion with colleagues, in Pakistan, keeping financial, organizational, and Measuring the Extent of a High Performance Work System 638 strategic information confidential is typically the norm inbred in the culture, so it is not surprising to note PHMC’s lower score in this area. However, although this is an area that seems to be consistent throughout Pakistan, this is not necessarily related to the culture of Pakistan. This is more so related to the business context in general and many firms across the world consider this same issue and share a similar mindset as PHMC. Finally, egalitarian treatment, which is part of the differentiated HR practice area, has a mean of only 3.39. This indicates that in PHMC there are vast differences between how different
  • 29. employees are treated. This is consistent with Khilji (2003) who states that Pakistan has been influenced by the British dominion, which created what she calls an elite culture in which salary differentials between executives and entry-level employees may be as high as 800%. This is consistent with the previously mentioned compensation information as well. Although equal treatment of employees breeds cooperation and commitment from employees, a culture that is so accustomed to otherwise, cannot reap such benefits. Therefore, it is suggested that egalitarian treatment be excluded from the TSRA in order to measure HPWS’s in Pakistan. Table 4: Descriptive Statistics of HR Practices Variable Number Mean Standard Deviation Training 90 4.5244 1.36621 Recruitment 90 4.5417 .83317 Compensation 90 3.3093 1.02757 Performance Management 90 4.2241 1.23006 Promotion 89 4.0225 1.49983 Information Sharing 90 3.5778 1.17139 Job Design 86 5.1395 1.89217 Teams 89 5.0562 1.12168 Participation & Empowerment 89 3.7876 .95117 Formal Grievance 86 4.2093 1.65292 Differentiation 89 4.2058 .96483 Firm Specific 90 4.7185 1.15190 Next, the following research question is addressed:
  • 30. Based on the TSRA, to what extent has PHMC implemented a high performance work system? To answer this question, the full HPWS index has been used; however, given the answer to the research question above about culture, egalitarian treatment has been removed from the HPWS index. The mean score therefore is 4.2791. To look at a percentage of this same number, we can convert it to 61%; however, this percentage is higher than the actual HPWS index score because when you convert to a percentage the result is actually scaled up. In order to determine if this score is low, average or high, we refer to Becker and Gerhart’s (1996) discussion when they discuss how much a company ‘gets into the game’, or how much they implement HR practices (p.788). They state firms in the 0 to 20th percentile range are moving from HR being an obstacle impeding increased firm performance to more of a neutral ground. Firms in the 20 to 60% range implement best Rasool and Nouman 639 HR practices; however, these improvements in HR are not enough to sustain a competitive advantage and affect firm performance. Firms in the
  • 31. 60 to 100% range arguably have implemented most if not all best HR practices, and more importantly they have intertwined them into their organization’s system and therefore have created a competitive advantage with their HR system that significantly affects firm performance. Although this theory presented by Becker and Gerhart (1996) is inferential, it provides some benchmark to follow in this study. Therefore, a percentile score of 0 to 20% would be considered low. A score of 20 to 60% would be considered average and a score from 60 to 100% would be considered high. Thus, the HPWS index score of 4.2791 or 61% would actually be considered an average to high HPWS score. Therefore hypothesis 1 is rejected. However, although PHMC has taken proactive steps and is currently implementing some aspects of an effective HPWS, there still is room for growth. In order to obtain maximum benefit from HR practices, PHMC needs to be on the higher side of the index rather than on the average to high side. The next question is: Is the TSRA a reliable model to measure an HPWS in Pakistan? Cronbach’s alpha was checked on the HPWS index data and was .916. According to Nunnally (1978), any value above .70 could be taken as an acceptable reliability level. Also, the three separate components that make up the HPWS index, universalistic, differentiation, and firm-specific HR areas, all had acceptable reliability levels of .834, .771, and .795 respectively. This indicates that hypothesis 2 is
  • 32. accepted as the HPWS scale is reliable to use to measure an HPWS in Pakistan. The last research question is: Does an HPWS have a significant effect on firm performance? SPSS 16.0 was used to analyze the data. Table 5 provides the means, standard deviations and correlations between the three separate areas of the HPWS as well as firm performance and the HPWS index. In this analysis, it can be seen that all HR practice areas are significantly correlated with firm performance. Convergent validity of the HPWS scale is also shown as each area of the HPWS scale, i.e. universalistic, differentiation and firm-specific all have correlations of .641 or above. Tables 6 and 7 present regression analysis of each of the HR areas measured separately on firm performance in models 1, 2, and 3, and then measured altogether in one model in model 4. Before running regression analysis, the data were checked for linear regression assumptions. Independence was determined by the Durbin- Watson statistic of 1.636. Linearity of the data was shown with a plot of the observed verses the predicted values, and all points were symmetrically distributed along the diagonal line. The data were normal as suggested by the probability plot of the residuals in which all points fell close to the diagonal line, and heteroskedasticity was also not present due to the plot of the residuals verses predicted values, which showed no apparent pattern. Multicollinearity
  • 33. was also ruled out with a VIF of 1.0. R-squared for universalistic and differentiated HR practices were similar with a value of .506 and .447 respectively. However, in model 3, firm-specific HR practices, the R-squared value was much lower at .356. The R-squared value of all three HR practices combined together in model 4 is .542, which shows a change in R-squared of .036, .095, and .186 from the universalistic, differentiation and firm-specific models respectively. This result supports the fact that HR practices Measuring the Extent of a High Performance Work System 640 combined in a system work together synergistically to affect firm performance (Becker & Huselid 1998; Datta, Guthrie and Wright 2005; Huselid 1995; Youndt et al. 1996). Model 5 essentially is the same measurement; however, it is the combination of the three different HR areas into the one HPWS index, which is then regressed on firm performance. The R squared value is .526 with p<.000, which shows that the HPWS index is a good predictor of firm performance. This result further supports hypothesis 3 that states an HPWS does have a positive impact on firm performance at PHMC. Table 5: Means, Standard Deviations and Correlations
  • 34. Variable Mean S.D. 1 2 3 4 1. Firm Performance 4.4625 .79882 2. Universalistic HR 4.2379 .81268 .712* 3. Differentiation HR 4.2508 .91810 .669* .793* 4. Firm Specific HR 4.7185 1.15190 .597* .735* .641* 5. HPWS Index 4.2791 .81229 .725* .994* .830* .791* * Correlation is significant at the .01 level. N=86 Table 6: Results of Regression Analysis for TSRA Components Individually Regressed on Firm Performance Model 1 Model 2 Model 3 Variable Beta S.E. Beta S.E. Beta S.E. Constant Universalistic Differentiation Firm Specific HPWS Index 1.509 .698* .318
  • 36. Rasool and Nouman 641 Table 7: Results of Regression Analysis for TSRA Components together and HPWS on Firm Performance Model 4 Model 5 Variable Beta S.E. Beta S.E. Constant Universalistic Differentiation Firm Specific 1.380 .404* .231** .083 .314 .137 .106
  • 37. .077 1.426 .582* .315 .069 HPWS Index .711 .072 R² .542 .526 ∆R² .036, .095, .186 .526 .02, .079, .17 N 86 86 * P <.000 ** P < .05 6. Discussion Through qualitative and quantitative means, data were collected regarding the extent of HPWS implementation at PHMC. The triangulation of data was conclusive and provided several notable findings. First, in terms of implementing a complete HPWS, PHMC still
  • 38. needs improvement as weaknesses exist in each practice area of the TSRA. Teams and job design are the only variables which are above a 5.0 mean. Profound weaker areas include compensation, employee participation and information sharing; however, all areas of the HPWS index do need improvement. In terms of empirically testing the HPWS index, it was proven through a reliability rating of .916 that the HPWS scale is reliable to test an HPWS in the Pakistani context. This, however, includes the exclusion of egalitarian treatment from the differentiation portion of the HPWS index as this variable is not appropriate for the Pakistani cultural context. In future studies, the TSRA should be effective in measuring Pakistani HPWS’s. All HR areas need improvement; however, a few areas stand out that are consistent with other Pakistani companies and should be addressed. Performance appraisal (4.22 mean) is one area that needs improvement. Currently, the organization is not using performance appraisal as a means to improve performance but only to monitor acceptable performance. Although this is consistent with many other Pakistani companies, this does not warrant its exclusion from the HPWS scale as a focus on performance appraisal can improve firm performance. Compensation and training are other areas that need improvement. However, PHMC has taken proactive steps in the last year to improve these areas. Information sharing is a concept that receives extreme opposition in the Pakistani environment and in the developed world as well.
  • 39. However, high performing firms are beginning to recognize that information sharing can have a tremendous impact Measuring the Extent of a High Performance Work System 642 on the bottom line. Pfeffer (1998) states information sharing is important for two reasons: to show employees you trust them and to help employees make appropriate decisions for the benefit of the company. The developed world has also seen a lot of opposition to information sharing; however, many companies have effectively incorporated information sharing in their HR systems (Pfeffer, 1998). Recruitment, promotion, employee participation and formal grievance procedures also all need improvement. Recruitment seems to be on the right track as employees believe that the company hires skilled and knowledgeable employees (mean 5.17). However, they should still focus on increasing their candidate pool as much as possible as larger pools will help enhance labor productivity and better match employee skills with the job requirements (Qingxiong & McElroy, 2010). Promotions are typically filled from outside in PHMC. However, the company should consider developing their training program more and incorporating a career development program that could help the organization
  • 40. better build effective employees on the inside that could then be promoted to higher positions. This would then lead to improved employee morale and commitment. In terms of employee participation, although employees have moments in which their opinions are valued, they are rarely left on the front lines to make decisions on their own. Involving employees more fully in different improvement processes and delegating more authority to employees can improve job morale and employee commitment. Finally, the implementation of a formal grievance procedures system could enable employees to objectively voice their concerns, which then could eliminate problems that also lower morale and employee commitment. In terms of examining the extent of HPWS implementation and its effect on firm performance, the data conclusively proved that PHMC is implementing a high performance work system to some extent. Breaking the HPWS index into its three respective areas also proved that each area in and of itself makes its own contribution; however, it was apparent that although firm-specific HR practices were correlated with firm performance, this correlation was weaker than the other two areas. This may be attributed to the nature of the questions of this area. As can be seen by the 1.15 standard deviation, it is clear that there was a wider variance of responses regarding firm specific HR practices. Despite this weaker correlation, when all three areas are combined together into one HPWS index, it is clear that the HPWS index has a
  • 41. positive effect on firm performance. With a one standard deviation increase in the HPWS, an increase of .725 is seen in firm performance. This shows PHMC that with further focus on improving high performance work practices in their organization, they can improve firm performance. In future studies, the empirical data from this study can help researchers in assessing their HPWS systems. Although we cannot generalize the findings of an HPWS having an impact on firm performance to all hospitals in Pakistan due to the fact that this study was based only on one organization, we can, however, still reap scientific benefit from the data gleaned from this study. First, the HPWS was shown to have a good reliability of .916. Therefore, one major contribution of this study is the model that was created to measure an HPWS. This model can be applied in future empirical studies that measure an HPWS’s effect on firm performance. Furthermore, the study brings to light many HR issues that are common in the Pakistani context, which helps businesses in planning human resource functions and helps researchers in future studies investigating the role of HR. To further research in this area, it is suggested that researchers endeavor to implement large scale empirical studies that use the TSRA to measure the effect of an Rasool and Nouman
  • 42. 643 HPWS on firm performance in the Pakistani context. Although the TSRA was used specifically for a hospital environment, its use should be appropriate in multiple industries in Pakistan; therefore, future studies in other industries are also suggested. 7. Conclusion PHMC has taken steps to ensure best practices in their organization and have implemented, to some degree, a high performance work system. Through data collection, it was shown that PHMC still has much room for improvement, especially in regard to compensation, empowerment, training and performance appraisal. As far as the TSRA is concerned, it was proven that it is definitely an appropriate model to measure firm performance in Pakistan; however, it was suggested that the egalitarian treatment of differentiated HR practices be removed from the HPWS scale. In terms of showing how an HPWS affects firm performance, it was clearly shown that the HPWS at PHMC positively and significantly affects firm performance. Although the findings of HR affecting firm performance cannot be generalized to other similar organizations due to the limitation that this was a single case study on one organization, the findings can be generalized to the theory that supports the study, i.e. the TSRA (Yin, 2003). In the future, researchers can use the TSRA to measure human resources in studies examining HR’s
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