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8/13/2019 Patrick Estes - Capstone Research Project Proposal
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Running head: EXTENDING THE NOMOLOGICAL NET 1
Extending the Nomological Net of Academic Entitlement
Patrick L. Estes
Edgewood College
Madison, WI
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EXTENDING THE NOMOLOGICAL NET 2
Extending the Nomological Net of Academic Entitlement
The purpose of this exploratory study is to investigate the possible relationship between a
newly proposed psychological construct, academic entitlement (AE), and two other theoretically
related variables; academic self-efficacy (ASE) and achievement goal orientation (AGO). More
specifically, one of the primary goals of this study is to further define the AE construct and provide further validation for a newly developed AE measure. Kopp, Zinn, Finney, & Jurich
(2011) have proposed a new AE measure ( Academic Entitlement Questionnaire ; AEQ), although
no other studies to date have provided further validation for this scale. AE has been defined as,
the tendency to possess an expectation of academic success without a sense of personal
responsibility for achieving that success (Chowning & Campbell, 2009, p. 982). ASE is a
context specific form of self-efficacy and refers to students confidence in their ability to carry
out academic tasks such as preparing for exams and writing term papers (Zajacova, Lynch, &
Espenshade, 2005). Lastly, AGO is defined as an individuals set of beliefs that reflect the
reasons why they approach and engage in academic tasks (Eccles & Wigfield, 2002; Linnenbrink
& Pintrich, 2002; Pintrich, 2000; Skaalvik & Skaalvik, 2002; Wentzel, 1999).
In recent years, a number of different sources have noted the apparent rise in college
students sense of psychological entitlement, which is often thought of as a component of
narcissism (citation of some of these sources?). Is the U.S. educational system failing when it
comes to preventing or curtailing these types of attitudes? Could the system actually be
reinforcing a sense of entitlement among college students? If this is the case, how will society
thrive with leaders who are primarily motivated out of self-interest, yet are supposedly
responsible and well educated? Are college students simply becoming more entitled or could
some of these manifestations of seemingly entitled attitudes be influenced by other underlying
David Gibson 1/14/14 6:32 AMDeleted: , including
David Gibson 1/14/14 6:35 AMComment [1]: I am not sure you can makethis jump. Self-interest has always been a partof the educated leaders of the western world.Milton Friedman even said something like,business only ethical responsibility is to profitback in the 60s. That means the leaders ofthose organizations are fairly self-interested.With that in mind, could you still be a very self-interested individual and not be academicentitled much less narcissistic?
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EXTENDING THE NOMOLOGICAL NET 3
factors? The research proposition in the proposed study is that this newly proposed AE construct
is not simply unidimensional, rather it is a multi-faceted construct. Understanding these entitled
student attitudes must be a priority among higher education professionals because of their likely
impact on the learning environment, student success, and long-term success beyond college. The
theoretical orientation guiding the researchers set of hypotheses is of a logical positivistorientation.
1. What role does AE play in successful college completion?
a. To what extent is AE related to ASE independent of demographic variables?
b. To what extent is AE related to AGO independent of demographic variables?
c. To what extent is AE related to demographic variables?
d. To what extent is ASE related to AGO independent of academic variables?
(secondary)
H1. AE will be significantly negatively correlated with ASE.
H2(a). Students higher in AE will be significantly more likely to be performance-oriented
than mastery-oriented (i.e., more extrinsically reward driven than intrinsically reward
driven).
H2(b). Students lower in AE will be significantly more likely to be mastery-oriented than
performance-oriented (i.e., more intrinsically reward driven than extrinsically reward
driven).
H3(a). AE will have no relationship with first-generational status, class standing, transfer
status, full/part-time status, residential status, employment status, and number of
advanced placement (AP credits) transferred.
Trevor Nagle 12/18/13 11:47 AMComment [2]: YES! !
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EXTENDING THE NOMOLOGICAL NET 5
Researchers have discussed a shift in attitudes among the current college student
population that resembles a sense of entitlement (e.g., Twenge, 2006), which has recently been
conceptualized as AE. Researchers have speculated about the wide variety of potential causes of
these entitled attitudes, which by itself suggests these attitudes develop from more than a single
source. For example, some have noted that college students, especially first-year students, maylack the knowledge necessary to succeed in college and that these academically entitled attitudes
may be a result of students failing to shift their expectations from high school to college
(Chowning & Campbell, 2009). As Chowning and Campbell (2009) noted, college freshmen
often have a difficult time adjusting academically and socially when transitioning from high
school. Chowning and Campbell also argued, from a social psychological perspective, that
feelings of anonymity in large lectures halls might lead to diffusion of responsibility, resulting in
entitled student attitudes. While this is clearly a complex issue that is rooted in various
disciplines, it seems necessary to further explore these entitled attitudes in students in order to
best help current and future generations of college students succeed.
This AE construct has been increasingly gaining attention among researchers from
various disciplines and has been described as a potentially serious threat to higher education
(Dubovsky, 1986; Twenge, 2009). There are several examples that demonstrate an increasing
prevalence of AE attitudes among students. To illustrate, college professors know all too well
how common disputes over grades are with students. As Baer (2011) highlighted, Faculties
across disciplines have noted an increasing number of students who are highly distressed over
grades, and this distress is accompanied by pervasive demands of professors (p. 565).
Furthermore, there is increasing evidence that suggests there is a widening gap between students
expectations of what is needed to succeed in college and how to apply these behaviors or
Trevor Nagle 12/18/13 11:51 AMComment [4]: Themselves suggest ! althougits not clear if itself is related to causes orattitudes ! .
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EXTENDING THE NOMOLOGICAL NET 6
strategies to succeeding academically (Keenberg & Drescher, 2012). This evidence does not
only exist anecdotally. For example, one study found that one-third of undergraduate students
expected at least a B for attendance (Twenge, 2006). Likewise, in an analysis of an incoming
freshman cohort, Shapiro (2012) found that a majority (57%) of students agreed that if they did
all the homework for a particular course that they should receive at least a B. In sum, thesefindings taken together might indicate the prevalence of AE.
Academic Self-Efficacy
Self-efficacy has been defined as a self-evaluation of ones competence to successfully
execute a course of action necessary to reach desired outcomes (Bandura, 1977, 1982, 1986).
ASE is a context specific form of self-efficacy, which refers to students confidence in their
ability to carry out academic tasks, such as preparing for exams and writing term papers
(Zajacova, Lynch, & Espenshade, 2005). This construct is closely related to attributions.
Attributions are another form of cognitive appraisal that individuals make based on their self-
efficacy beliefs when evaluating environmental demands as threats or challenges.
According to self-efficacy theory, attributions are only one type of cue that students use to praise
their self-efficacy (Bandura, 1986). Additional attributions that may be used by an individual to
judge their self-efficacy include the amount of effort expended and perceived difficulty of task,
which both inevitably affect academic performance indirectly through self-efficacy.
Individuals with high self-efficacy are more likely to perceive a situation as a challenge
rather than a threat (Chemers, Hu, & Garcia, 2001). When situations are seen as a challenge,
individuals tend to use more effective coping strategies and persist at the situation (Bandura,
1977). On the other hand, individuals with low self-efficacy tend to avoid challenging tasks,
while individuals with high self-efficacy tend to work harder and persist longer in the face of
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& Jensen 2007; Robbins et al., 2004). Previous research suggests low ASE students are more
likely to change majors (Elias & Loomis, 2000) and have a lower sense of belonging (Freeman,
Anderman, & Jensen 2007). Moreover, Angell (2006) found that students with high ASE were
more intrinsically motivated to learn and learned for the sake of pleasure and satisfaction, which
was reinforced through feelings of intelligence. In a meta-analysis of psychosocial and studyskill factors, Robbins et al. (2004) found that academic goals, ASE, and academic-related skills
were the best predictors of retention. Specifically, Robbins et al. found ASE to be the best
overall predictor for both college outcomes measured (i.e., GPA and retention). Moreover,
Robbins and colleagues concluded that educational persistence models may underestimate the
importance of academic engagement, as evidenced by academic goals, academic-related skills,
and academic self-efficacy constructs, in college students retention behavior (p. 275). While
Robbins et al. indicated achievement goals were an important aspect of student success, they also
noted that there were not enough studies that included measures of mastery and performance
goal orientations to include in their meta-analysis.
Achievement Goal Orientation
Based on previous research demonstrating the importance of considering students goals
for learning (e.g., Ames, 1992; Elliot & Church, 1997; Elliot & Harackiewicz, 1996;
Linnenbrink, 2005; Robbins et al., 2004), AGO will be included as a primarily independent
variable in the present study. Learning goals affect students motivation to learn, specifically in
terms of their intrinsic motivation (Elliot & Church, 1997; Elliot, 1999). AGO is defined as an
individuals set of beliefs that reflect the reasons why they approach and engage in academic
tasks (Eccles & Wigfield, 2002; Linnenbrink & Pintrich, 2002; Pintrich, 2000; Skaalvik &
Skaalvik, 2002; Wentzel, 1999). Research has identified two primary academic goal
Trevor Nagle 12/18/13 11:55 AM
Deleted: E
Trevor Nagle 12/18/13 11:57 AMComment [5]: If you had said ! .Robbins andcolleagues concluded, Educationpersistence ! the capital E would have beencorrect. By adding in the that, you need asmall-letter e in this case.
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EXTENDING THE NOMOLOGICAL NET 9
orientations, including mastery and performance orientations (Ames & Archer, 1988). Mastery
orientation can be described as learning for the sake of learning and is thought to increase a
students intrinsic motivation. Conversely, performance orientation can be described as a
students focus on obtaining extrinsic rewards, such as grades. Students with a performance
orientation derive satisfaction in completing a task from extrinsic sources (e.g., grades). Masteryoriented students pursue challenging tasks and endure when faced with difficult situations
(Ames, 1992). On the other hand, performance oriented students tend to avoid challenges and
situations that would expose their incompetence, and prefer simple tasks where success is certain
(Elliot & Harackiewicz, 1996). When faced with challenges, performance oriented students also
exhibit withdrawal or avoidance behavior out of fear of failure (Elliot & Harackiewicz, 1996).
In general, mastery orientation is preferred over performance orientation. Empirical
research supports this claim, as performance orientation has been found to negatively correlate
with a number of positive psychological and academic variables (Linnenbrink, 2005), while
mastery orientation has been found to positively correlate with a number of positive
psychological and academic variables. For example, performance orientation has been
associated with higher anxiety, a greater likelihood to engage in academic dishonesty, and
surface level approaches to learning (Linnenbrink, 2005). Linnenbrink (2005, as cited in Sakiz,
2011) further elaborated on the negative consequences of performance orientations when she
asserted that performance approach goal orientations are detrimental for students academic
achievement, cause anxiety, and are not associated with motivational outcomes such as self-
regulation, interest, self-efficacy, and academic help-seeking (p. 776).
By contrast, mastery goal orientations have practically been found to positively correlate
with almost all motivational and academic achievement variables (Linnenbrink, 2005;
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EXTENDING THE NOMOLOGICAL NET 11
Kopp, Zinn, Finney, & Jurich, 2011). It is not surprising then that AE has been associated with
uncivil student behaviors (Chowning & Campbell, 2009) and other inappropriate student
behaviors, such as academic dishonesty (Greenberger, Lessard, Chen, & Farruggia, 2008).
A re-occurring theme among the handful of studies that have specifically investigated AE
have found only moderate overlap between narcissism, psychological entitlement, and AE. Inother words, AE appears to be a distinctly separate construct from narcissism and entitlement.
Furthermore, while entitlement has been thoroughly investigated among the literature, limited
studies have investigated the newly developed AE construct. In the following section, the
researcher will review the existing literature relevant to AE.
Study 1: Greenberger, Lessard, Chen, and Farruggia (2008).
In a two-part study of undergraduates, Greenberger, Lessard, Chen, and Farruggia (2008)
developed one of the several existing AE measures. In their study, Greenberger and colleagues
examined the relationship between AE and a number of other relevant variables and dispositional
personality characteristics, such as self-esteem, narcissism, and psychological entitlement. One
important finding from their study was that AE was found to only moderately overlap and have a
positive correlation with psychological entitlement and narcissism, as the authors hypothesized.
These results support the notion that AE is a similar, although distinctly different construct from
psychological entitlement and narcissism.
Furthermore, Greenberger, Lessard, Chen, and Farruggia (2008) found that AE was
negatively related to a number of other positive characteristics. For example, they found a
negative correlation between AE and self-esteem, work orientation, and social commitment. In
the second part of their study they examined the relationship between AE and parenting
practices, motivation, achievement anxiety, academic achievement, and academic dishonesty.
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Additionally, AE was positively correlated with achievement anxiety, extrinsic motivation, and
academic dishonesty. It is interesting to note that although students higher in AE tended to cheat
and display more academically dishonest behaviors, it did not appear that these behaviors paid
off with higher grades, given the negative relationship between AE and academic achievement,
as measured by GPA. Lastly, AE was positively correlated with parental academic expectations,although Greenberger and colleagues concluded that the personality variables they investigated
explained considerably more of the variance in AE than the perceived parenting practices
measures. Furthermore, they were only able to account for 31% of the variance in AE using the
variables they included in their study using a regression analysis, which suggests there are still
important variables to consider as components of AE. One limitation of their study is that
intrinsic motivation was not measured, as only a measure of Extrinsic Academic Motivation
was included. The proposed study will provide a more comprehensive examination of the
relationship between AE and motivation, and attempt to capture a greater amount of variance
that predictive model of student success may account for by including measures of AE and other
theoretically important variables.
Study 2: Chowning and Campbell (2009).
Chowning and Campbell (2009) also made an attempt at developing an AE measure.
Their two-factor AE instrument includes measures of Externalized Responsibility for students
academic success and students self-serving Entitled Expectations regarding professors and
course policies. The focus of Chowning and Campbells study was slightly different than
Greenberger, Lessard, Chen, and Farruggias (2008) in that these researchers were interested in
investigating incivil student behavior and identifying a stable individual personality difference
(i.e., AE) that predicted inappropriate student behaviors. The working definition of AE that
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Chowning and Campbell used was conceptually similar to Greenberger and colleagues, although
they did not explicitly mention demanding attitudes towards teachers. Chowning & Campbell
defined AE as, the tendency to possess an expectation of academic success without taking
personal responsibility for achieving that success (p. 982).
In their four-part study, Chowning and Campbell (2009) examined the relationship between the AE measure they developed and a number of different constructs, such as
narcissism, self-esteem, psychological entitlement, and general personality characteristics. Their
findings support those of Greenberger, Lessard, Chen, and Farruggia (2008) in that AE was only
moderately related to psychological entitlement and narcissism, suggesting its existence as an
independent construct. Furthermore, Chowning and Campbell found that freshmen that
externalized their responsibility in their academic pursuits often scored higher on AE. Likewise,
in a laboratory task, high AE students evaluated the experimenter more negatively than students
with lower AE scores. Here again, the entitled student is seen externalizing their responsibility
for their actions and displacing this on the experimenter.
Additionally, AE, specifically the Externalized Responsibility subscale of Chowning &
Campbells (2009) AE measure, was negatively correlated with need for cognition (i.e., extent to
which people engage in and enjoy effortful cognitive activities), personal control, which is
closely related to locus of control, and self-esteem, all of which are essential components for
academic success. The finding that AE and self-esteem are negatively correlated is consistent
with Greenberger, Lessard, Chen, and Farrugias (2008) findings. In terms of personality
correlates, AE was negatively related to agreeableness, conscientiousness, and extraversion.
According to a recent meta-analysis of the Big 5 personality traits, (extraversion, agreeableness,
conscientiousness, emotional stability, and openness) two out of three of these personality traits
Trevor Nagle 12/18/13 12:05 PMComment [6]: This is a bit confusing ! so is i
just the subscale which is negative correlatedwith a need for cognition? If so, its problematicto say that AE (as a whole) is negativecorrelated.
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(agreeableness and conscientiousness) were identified as significant positive predictors of
academic performance, with the latter being the strongest predictor (Poropat, 2009). These
findings suggest the need to further investigate the AE construct among college students, as AE
appears to be related to a number of variables that are counterproductive to learning, student
engagement, and academic performance (Kopp, Zinn, Finney, & Jurich, 2011).Lastly, Chowning and Campbell (2009) examined the relationship between a number of
demographic variables and AE. Consistent with the findings from Greenberger, Lessard, Chen,
and Farruggia (2008) and other previous studies on entitlement (e.g., Ciani, Summers, & Easter,
2008; Hartman, 2012), men scored significantly higher than women on the Externalized
Responsibility subscale of the AE measure. Their findings didnt indicate any differences
between class level and AE, which is contrary to what one would expect. One may expect first-
year students to score higher on AE measures than upperclassmen, although results suggested
otherwise. This also supports the notion of academic entitlement as an individual difference not
necessarily diminishing as a student gains more experience in college.
One criticism of the AE measure developed by Chowning and Campbell (2009) was that
the authors did not describe how many factors their AE measure included, how the scale was
developed, or any other information regarding it that is critical for assessing the usefulness of the
instrument (see Kopp, Zinn, Finney, & Jurich, 2011 for a detailed psychometric critique of all
existing AE measures). Reinhardt (2012), the author of the next study the researcher has
reviewed, raised the question as to whether the researchers who have investigated AE are
measuring the same construct. Furthermore, Reinhardt (2012) emphasized the importance of
developing a valid instrument to measure AE and noted that, In order for research and
Trevor Nagle 12/18/13 12:05 PM
Deleted: their
Trevor Nagle 12/18/13 12:06 PMComment [7]: Write out fully ! .avoidcontractions, i.e., did not
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EXTENDING THE NOMOLOGICAL NET 15
discussion to occur, there needs to be a common understanding of what constitutes academic
entitlement (p. 4).
Study 3: Reinhardt (2012).
In a recent study, Reinhardt (2012) took the existing items from four separate AE
measures and attempted to extract an interpretable factor structure in order to create a conceptualframework. Reinhardt also examined the relationship between AE and various other related
constructs, including ones proposed in this study. His results suggest that AE is a
multidimensional construct with seven factors: narcissism, professors agency, arguing for
grades, expectations for grade increase, professors etiquette, reward for effort, and input on
classroom operations. Most importantly, and consistent with previous studies, Reinhardt found
that academic entitlement was related to, but distinctly different from, psychological entitlement.
The first variable of interest that Reinhardt (2012) examined as it relates to the present
study was academic goal orientation (AGO; Elliot & McGregor, 2001; Finney, Pieper, & Barron,
2004; Bong, 2001). AGO is defined as the learning aims students have relating to their academic
work and was measured using the Achievement Goal Questionnaire (AGQ), which includes four
subscales: Mastery-Approach Orientation , Mastery-Avoidance Orientation , Performance-
Approach Orientation , and Performance-Avoidance Orientation . Reinhardts results showed
that AE was positively related to performance-avoidance and mastery-avoidance orientations,
and to a lesser extent performance-approach. Furthermore, mastery-approach orientation was
negatively related to AE. Consistent with these findings, Reinhardt also found that students
higher in AE were less likely to be intrinsically and extrinsically motivated (identified regulation
specifically), thus not surprisingly these students were more likely to be amotivated. Reinhardt
concluded that it seems that students with a greater sense of entitlement may not be motivated
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academically at all and raised an important question: Are these students expecting to coast
through their degrees by simply being present, while placing all the responsibility for their
education onto others, while also expecting to be rewarded when they are forced to exert effort
academically? I agree with Reinhardt up to a point, although I cannot accept his overall
indication that these academically entitled students are expecting to get through school withoutexerting any effort whatsoever. Is it possible that poor academic preparation and inaccurate
expectations for college that students bring from high school contribute to what has been
observed as entitled student behaviors? Could these issues simply be a symptom of a larger
issue, such as decreasing academic preparedness of incoming freshmen? One might hope this
would be the case because that would indicate that higher education institutions have more
control over shaping and re-calibrating these behaviors and expectations than they would
otherwise.
The second variable of interest as measured by Reinhardt (2012) was course self-
efficacy, as measured by theCollege Academic Self-Efficacy Scale (CASES; Owen & Froman,
1988). Although previous researchers (e.g., Achacoso, 2002) have called for a further
investigation of how other motivational variables such as persistence, self-efficacy beliefs, and
control of learning relate to AE, Reinhardt was the first to include both a measure of self-efficacy
and AE. His results showed a negative relationship between AE and ASE. Interestingly, ASE
was positively related to arguing for grades. These findings taken together suggest that
academically entitled students may be less confident in their academic endeavors, leading to
abandonment of personal responsibility, while still expecting to be rewarded for their effort.
Reinhardt concluded that this could create a cycle that reinforces this type of inappropriate
Trevor Nagle 12/18/13 12:09 PMComment [8]: Avoid first person ! .you canwrite this in third person and get the samethoughts across. Well know that it is youragreement/disagreement or your perspective,because youre the author.
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student behavior. This finding is consistent with the concept of grade inflation and how some
authors have suggested grade inflation may contribute to the reinforcement of AE attitudes.
Methods
The purpose of this exploratory study is to investigate the possible relationship between anewly proposed psychological construct, AE, and two other theoretically related variables,
including ASE and AGO. More specifically, one of the primary goals of this study is to further
define the AE construct and provide further validation for a newly developed AE
measure. Kopp, Zinn, Finney, & Jurich (2011) have proposed a new AE measure, although no
other studies to date have provided further validation for this scale. The two primary
independent variables in this study are ASE and AGO, while the dependent variable is AE.
Data Collection Methods
The proposed quantitative exploratory study will employ a correlational, cross-sectional
research design. More specifically, an online survey instrument using Qualtrics Research Suite,
Version 37,892 (Qualtrics, Provo, UT) will be developed and will include three scales adopted
from previous studies to measure AE, ASE, and AGO. The researcher expects that the survey
will take approximately 15 minutes to complete.
Measurement
The four primary measures involved in the survey instrument for the current study
include the AEQ (Kopp, Zinn, Finney, & Jurich, 2011) to measure AE, the Academic Self-
Efficacy Scale (Leach, Queriolo, DeVoe, & Chemers, 2003) to measure ASE, and the Intrinsic
Goal Orientation (i.e., mastery goal orientation) and Extrinsic Goal Orientation (i.e.,
performance goal orientation) subscales of the Motivated Strategies for Learning Questionnaire
Trevor Nagle 12/18/13 12:19 PMComment [9]: Be explicit here with the lengthof the survey, i.e., number of items. Sinceyoure estimating 15 minutes for completion,how many items does this include? I know Icould go through the measurement section topiece that together, but as your reader, dontmake me work that hard. !
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(MSLQ; Pintrich, Smith, Garcia, & McKeachie, 1991) to measure AGO, and a demographic
questionnaire.
Academic Entitlement. This construct is defined as the expectation that one should
receive certain positive academic outcomes (e.g., high grades) in academic settings, often
independent of performance (Kopp, Zinn, Finney, & Jurich, 2011, p. 106). The proposedsurvey instrument will include the AEQ (Kopp et al., 2011) to measure AE. The AEQ (a = .81 -
.84) consists of eight statements related to students expectations within the classroom and is
measured on a 7-point Likert scale (1 =Strongly disagree and 7 =Strongly agree ). For the
purposes of the analysis, this scale will be treated as an interval level of measurement. An
example item includes If I don't do well on a test, the professor should make tests easier or
curve grades.
Academic Self-Efficacy. This construct is defined as individuals' convictions that they
can successfully perform given academic tasks at designated levels (Schunk, 1991).The
researcher will measure this construct using the ASES (Leach, Queriolo, DeVoe, & Chemers,
2003). The ASES consists of eight statements about participants confidence and perceived
ability or competence in accomplishing academic tasks and is measured on a 7-point Likert scale
(1 = Definitely NOT true of me and 7 = Definitely true of me ). For the purposes of the analysis,
this scale will be treated as an interval level of measurement. An example item includes I am
very capable of succeeding at the university.
Achievement Goal Orientation. This construct is defined as a persons set of beliefs that
reflect the reasons why they approach and engage in academic and learning tasks. Two
subscales from the MSLQ ( Intrinsic Goal Orientation [a = .74] and Extrinsic Goal Orientation [a
= .62]) are included in the survey instrument. The MSLQ (Pintrich, Smith, Garcia, &
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McKeachie, 1991) was designed to measure students' motivational orientations and their use of
different learning strategies, and is measured on a 7-point Likert scale (1 = Definitely NOT true
of me and 7 = Definitely true of me ). For the purposes of the analysis, this scale will be treated as
an interval level of measurement. Example item from the Intrinsic Goal Orientation subscale
includes In a class like this, I prefer course material that really challenges me so I can learn newthings and an example item from the Extrinsic Goal Orientation subscale includes the most
important thing for me right now is improving my overall grade point average, so my main
concern in this class is getting a good grade.
Demographics. Based on the review of the literature, a number of standard demographic
questions commonly used in educational research have been selected for proposed survey
instrument. The following demographics will be collected from participants responses to
demographic questions on the proposed survey instrument: first-generational status (1 = first-
generation and 0 = not first-generation; nominal scale), sex (1 = male and 2 = female; nominal
scale), class standing (1 = freshman/first-year, 2 = sophomore, 3 = junior, 4 = senior, and 5 =
unclassified; ordinal scale), transfer status (1 = transferred to Edgewood College and 2 = began
at Edgewood College; nominal scale), full/part-time status (1 = full-time and 2 = part-time;
nominal scale), residential status (1 = lives on-campus and 2 = lives off-campus; nominal scale),
employment status (1 = working during school year and 2 = not working during school year;
nominal scale), and advanced placement (AP) credits (self-reported number of AP credits
transferred; ratio scale). The previously listed demographic variables are considered spurious
variables and will be controlled for as such.
Sampling
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The theoretical population in the proposed study includes undergraduate students in the
U.S. Undergraduate students at the college where the proposed study will be conducted will
serve as the study population . Eligible participants for the proposed study will include
undergraduate students enrolled at a small liberal arts college in the Midwest during the spring
2014 semester. Participant demographics are expected to reflect those found at the college atwhich the study will be conducted (29.8% male and 70.2% female; 85.3% white and 14.7%
ALANA; Office of Institutional Assessment & Research, 2012). Additionally, the proportions of
faculty who are contacted to assist in the recruitment of participants, specifically in terms ofthe
school in which they teach, are expected to represent the overall college.
According to Leedy and Ormrod (2013), 20% of the population should be sampled if the
population is around 1,500. The sampling frame for the proposed study will be approximately
1,716 undergraduates; therefore, the optimistically expected sample size will be approximately
343 students, which is roughly 20% of the overall study population. A more conservative and
realistic estimate of the expected sample size is between 100 and 150 students. Ideally, a
probabilistic, stratified random sampling procedure would be utilized for the proposed study.
However, this option has been ruled out by the researcher because of time and resource
constraints. The next best sampling option that has been identified by the researcher for the
proposed study is a non-probability technique. More specifically,a purposive proportional quota
sampling technique will be employed to obtain as representative of a sample as possible.
Regardless, the researcher emphasizes the fact that any results from the proposed study must be
generalized with great caution.
The researcher will employ this sampling technique by first selecting classes that are held
during the time of the day in which most classes are held to maximize the sample size. The
Trevor Nagle 12/18/13 12:12 PMComment [10]: Based on our earlierconversation, this is hoped, but not expectedbased on how you plan to access this sample,right?
David Gibson 1/14/14 6:49 AMComment [11]: Trevors comment is accurate,but this will be a statement that is eliminatedonce the data are collected.
Trevor Nagle 12/18/13 12:12 PMDeleted: in
David Gibson 1/14/14 6:51 AMComment [12]: I will say ditto to Trevorsthought here, and this may very well becomepart of your manuscript. However, you maywrite it as, Purposive proportional quotasampling technique was employed with the goalof obtaining a representative sample. In thecase of this research, the sample (was or wasnot representative).
Trevor Nagle 12/18/13 12:13 PMComment [13]: This reinforces my commentabove ! you can hope to be representative, butyou shouldnt expect to be.
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researcher has consulted with several experts to make this decision and has come to the
conclusion that between the timeframe of 10am and 12pm is most appropriate to select from
based on the number of courses in session. Another researcher at the same college the study will
be conducted at has used a similar sampling technique to garner a more than sufficient sample
size of over 400 respondents (D. Lambert, personal communication, November 30, 2013). Theresearcher will first identify courses with professors that he has worked with previously through
his employment at the College for the sake of convenience and their likelihood of agreeing to
participate. From there, classes will be randomly selected from all possible classes during the
10a to 12p timeframe using a random number generator in Microsoft Excel. The researcher prior
to the start of the spring 2014 semester will identify the classesto be included in the sample.
Professors teaching the selected courses will be contacted during the first week of the spring
2014 semester and data collection will occur between weeks four and six of that same semester.
Several options will be provided to professors to assist in the recruitment of student
participants. The first and preferred option will be to have the researcher take approximately 15
minutes at the beginning of one of their class periods to administer the survey to students. If that
is not possible, the second option will be to have the professor send out a recruitment email
including a brief description of the study, as well as the survey link to students enrolled in their
class. All professors will be asked to send out at least one reminder email including the survey
link to students enrolled in their course regardless of which initial recruitment option they select
from. Per the proposed proportional quota sampling technique chosen, survey responses will be
collected until approximately 102 male and 241 female responses have been obtained. The
sampling technique will only be used proportionally for gender, as it has been deemed
impractical by the researcher to include additional demographic variables in terms of obtaining
Trevor Nagle 12/18/13 12:15 PMComment [14]: Since youre doing apurposive, convenience sample, why not simplysend it to all possible classes to try andmaximize your ultimate sample size?
David Gibson 1/14/14 6:54 AMComment [15]: Ditto
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equivalent proportions. One strength of the proposed sampling technique is that a higher
response rate will be more likely if time is given to the researcher to administer the survey
instrument during class time rather than sending out a mass email and hoping for responses. On
the other hand, this can be considered a limitation at the same time because the researchers
request to administer the survey during class time will make faculty members less likely to agreewith the first and preferred option for administering the survey. Moreover, one additional
limitation of the proposed sampling technique is that the extent to which the results can be
generalized will be quite variable and are directly dependent upon the demographics of
respondents.
Procedure.
Two weeks into the spring 2014, faculty teaching the selecting courses based on the
sampling method described previously will be contacted through email. This email will include
a brief explanation of the current study, as well an electronic document copy of the survey
instrument. The researcher will request faculty members assistance in sending the researchers
recruitment message with the survey link to students enrolled in their undergraduate courses four
weeks into the semester. The survey link will also be added to the Colleges Research
Participant Pool website for students to complete for course credit, if applicable. The survey will
remain open for two weeks after the initial launch.
The first page of the online survey will be an implied consent form, which will explain
the purpose of the study and the terms of participation. Students will be informed that their
participation is voluntary and that they may withdraw at any time. The participants will provide
informed consent by checking I agree at the bottom of the introductory page of the online
survey before they are allowed to proceed. Participants selecting I disagree will be sent to the
Trevor Nagle 12/18/13 12:17 PMComment [16]: Until you receive HPRB
approval (not sure if you have, as I havent seenthose emails), you should only state that Withintwo weeks of obtaining HPRB approval, ! ..
David Gibson 1/14/14 6:54 AMComment [17]: This will be determined later.Not a big deal.
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end of the survey using Qualtrics skip logic feature. Participants will also be assured that their
responses will remain confidential and will only be used by the researcher for the purpose of this
study. All data collected will be stored in password-protected files and only anonymous,
aggregated results will be released and shared in any reports. At the end of the survey
participants will be asked to provide their student ID number, class they would like to apply thecourse credit to, and name of instructor if they are participating to earn course credit.
Data Analysis
Survey data will be exported from Qualtrics as a .SPSS file. All analyses will be
conducted using IBM SPSS Statistics, release version 19.0.0.1. Initial analysis will include
descriptive statistics to determine the representativeness of the sample in relation to the overall
student population. Significance testing (e.g., t-tests and chi-squared tests) will be used to
determine what demographic variables may be related to independent variables.
Discussion
Strengths of the Proposed Research Design
Efficient collection of large amounts of data. The researcher will utilize a web-based
survey for data collection, which will allow him to quickly gain a great deal of information from
student participants in a non-threatening, and time- and cost-efficient manner. Considering that
the proposed study is exploratory in nature, a survey instrument is the most logical choice for
collecting the relatively large amounts of data that will be needed to explore the relationships
between the variables of interest. Additionally, the researcher has easy and cost-free access to
the two main technologies/software packages that will be used to collect and analyze data (i.e.,
SPSS and Qualtrics).
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Broad collection of input from diverse group of students. A proportional quota
sampling technique (non-probabilistic) will be employed to obtain as representative of a sample
as possible for the proposed study. This sampling approach is the next best option for obtaining
a sufficient sample size that is fairly representative of the larger student body at the College
without employing a probability sampling approach, which has been determined unrealisticunder the given circumstances and constraints. The goal in using this approach is to obtain a
fairly representative sample of students in terms of undergraduate academic division
representation among the four primary and largest schools (i.e., Arts & Sciences, Business,
Education, and Nursing). This type of representation will allow for greater likelihood of
generalizing the results beyond the College at which the proposed study will be conducted (e.g.,
to similar academic departments at other institutions), assuming a sufficient sample size is
obtained.
Limitations of the Proposed Research Design
Inability to make causal inferences. The nature and design of the proposed
correlational study does not allow the researcher to make causal inferences. The researcher
acknowledges that this is a common limitation shared by many educational psychology research
studies and that correlation doesn't imply causation. This holds true even if the researcher
decided to utilize more advanced statistical modeling techniques, such as structural equation
modeling (SEM). For example, latent variable modeling is frequently used in the field of
educational psychology research to explain the directional relationship between a number of
variables. In this scenario, the researcher must still approach making any type of causal
inferences between variables with caution (T. Nagle, personal communication, October 31st,
2013).
David Gibson 1/14/14 6:55 AMComment [18]: Regression is a predictiveform statistical analysis, because will beindicating that AE explains some percentage ofthe variance in each of the dependent variables.
At least I think that is the thinking.
David Gibson 1/14/14 6:58 AMComment [19]: I would just eliminate thisparagraph. Why make any claim about causalinference? It is generally implicit in socialscience research. How you term your findingswill be most important. For example you mightindicate, High levels of AE resulted in asignificant negative effect on AGO independentof ASE as well as all demographic variablesexplaining 36% of the variance in the AGO.
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Use of self-report data. Survey instruments rely on self-reported data. Both the
independent and dependent variables measured by survey instrument rely on self-reported
items. Individuals are not always the best judge of their own attitudes, beliefs, feelings, and past
behaviors, or may respond in socially desirable ways, and the researcher acknowledges the
accuracy of these measures may questioned. Ideally, a researcher would utilize behavioralmeasures that can be objectively measured in a study of this nature, but under the researchers
current constraints they have decided that a survey approach is most feasible despite the use of
self-reported measures.
Conclusion
A potential flaw in research design of the proposed study could be the sampling approach
and method the researcher has proposed. The researcher would benefit from spending more time
and effort considering their sampling procedure and approach in designing a more effective
research project in the future. More specifically, and under more ideal conditions, the researcher
may consider looking into probability sampling methods that could be used to help obtain as
representative sample as possible and maximize the generalizability of their findings.
Considering that academic entitlement has only been formally acknowledged in the literature
within the last five years or so, a wealth of potential research projects exist for exploring this
construct and related topics. A limited number of studies have investigated AE so the door is
virtually wide-open for exploration. The study population in the proposed study is primarily
Caucasian. Future research would benefit from examining academic entitlement and the other
variables included in the proposed study using a more demographically diverse sample of college
students. Furthermore, the type of institution and location (small, private 4-year institution in the
Midwest) at which this study will be conducted, may be considered as both a limitation and
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strength, primarily the latter. For example, it may be a limitation in that the results must be
generalized with caution to other types of institutions and those in different locations. On the
other hand, AE has not been investigated within this particular institutional setting previously,
which adds to the existing literature on the construct.
Researchers have only touched the tip of the iceberg in terms of investigated this topic.Many additional unanswered questions exist, including: How does AE develop? What can
institutions do to help minimize these entitled student behaviors? Does a measure of AE provide
any utility for assessing the effectiveness of academic programs, early student interventions, or
other retention related initiatives? How do AE attitudes hold longitudinally? Do students
become less academically entitled as they gain more education? Is AE seen in non-traditional
students and/or online students, or is it mutually exclusive to the most current generations? It
would be beneficial in general to investigate AE in additional student demographics and
populations. This last question posed by the researcher is one in which the researcher hopes to
capitalize on considering that both these student populations (non-traditional and online) exist at
the institution at which the current study will be conducted.
The study is intended to help clarify the nomological network of AE by investigating
theoretically related variables, such as ASE and AGO, which have not been included as measures
within a single study of AE to the researchers knowledge. Moreover, the proposed study
intends to help clarify the relationship between AE and academic achievement. Kopp, Zinn,
Finney, and Jurich (2011) noted that the sample used in their study in which they developed their
AE measure only included freshman and was primarily female. The proposed study also adds to
the existing literature by examining AE in particular student demographics (e.g., upper classmen)
that have not been included in previous studies, have only been investigated within a single
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study, or have been underrepresented in samples from other studies. Lastly, the proposed study
will be the first study to replicate and test the validity of the newly devised AEQ (Kopp et al.,
2011), which will allow for greater utility of this measurement instrument.
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