April 1998 SIG Newsletter
Gil Churchill Award To Be Presented
The
Marketing Research SIG awards the Gil Churchill Award for lifetime
achievement in Marketing Research. In 1996 Paul Green won this prestigious
award and in 1997 Bill Perreault won it. The 1998 award will be
presented at the 1998 summer educators conference in Boston. Please
plan to attend the SIG reception on Saturday after the pre-conference
special session that our SIG is hosting (for details about this
session see p. 2). At this reception the Churchill and Lehmann awards
will be presented.
Call
For Nominations: Don Lehmann Award
In 1997
the Marketing Research SIG of the American Marketing Association
initiated the "Don Lehmann Best Dissertation-based Article
Published in Journal of Marketing or Journal of Marketing Research
Award." This annual award is chosen by the awards committee
of the SIG. In 1997 Chan Su Park won the award for his dissertation-based
article that was co-authored with his dissertation chair Seenu Srinivasan.
We
now seek nominations for the 1998 award. We invite you to nominate
yourself or any marketing scholar whose dissertation-based article
was published in JM or JMR in calendar years 1996 or 1997. Before
making the final selection the awards committee will ask the author
and the dissertation chair (or department chair) to certify that
the article is indeed based on a dissertation. Please send in your
nominations (dissertation author's name, address, phone numbers,
e-mail address, and full citation of the article which obviously
should have the dissertation author as one of the authors) to Naveen
Donthu by e-mail (ndonthu@gsu.edu) or fax (404 651 4198) by June
15, 1998. This award will be presented at the Summer Educators conference
to be held in Boston in August 1998.
Summary
of the Winter AMA MR SIG Special Session
By
Wagner A. Kamakura, Univeristy
of Pittsburgh, MR SIG Chair-elect
At
the recent Winter Educators AMA Conference in Austin, Texas,
the MR SIG sponsored a well-attended special session where marketing
researchers had an opportunity to hear about the state-of-the-art
in customer satisfaction measurement and modeling. This session
provided a golden opportunity for researchers to look at this important
topic from the perspectives of academics and practitioners. The
session started with presentations by three academic researchers,
followed by comments from two practitioners from a leading consulting
firm in customer satisfaction measurement and management. The MR
SIG thanks the presenters and attendees in that special session.
In
her presentation on the Dynamics of Customer Satisfaction, Ruth
Bolton (University of Maryland) argued that by surveying the same
panel of customers over time, organizations can better measure changes
in individual consumers evaluations and capture the cognitive
dynamics that lead to customer satisfaction. She presented a dynamic
model of customer satisfaction in which customers assessments
of a service are assumed to depend on reference values that are
continuously updated by their current perceptions of the service
attributes. Her model postulates that consumers update their reference
value following an assimilation-contrast mechanism, which she tested
on a panel of 3,000 customers from a telecommunications firm. Her
results show that customer beliefs about the service are indeed
anchored by a reference value, and that the reference value is adjusted
by perceptions of current service attributes and contrasted with
perceptions of previous attribute performance.
The
study presented by Kenneth L. Bernhardt
(Georgia State University), co-authored with Naveen Donthu (Georgia
State Univ.) and Pamela A. Kennett (University of South Alabama)
also argues in favor of longitudinal analyses when studying the
determinants and effects of customer satisfaction. Based on a comprehensive
longitudinal analysis of employee satisfaction, customer satisfaction
and profitability over 12 months for 472 restaurants in a fast-food
chain, Bernhardt showed that conclusions drawn from cross-sectional
analyses do not necessarily hold over time. For example, while the
relationship between customer satisfaction and profits across restaurants
at any point in time was not significant, the relationship among
these two factors on the longitudinal analysis was strong and statistically
significant. Those restaurants with an increase in customer satisfaction
had substantially larger increases in profits than those with stable
and declining satisfaction scores.
The
discussion by Doug Grisaffe and M. Kim
Saxton (both from Walker Information) made it clear that
thoughtful and sophisticated research is not limited to the confines
of academia. They started with a historical view of customer satisfaction
measurement, from its initial emphasis on meeting standards (i.e.,
delivering what was promised to consumers), to customer satisfaction,
moving on to customer loyalty and to the current emphasis on customer
value. This historical perspective was combined with a discussion
of how the research services offered by Walker have evolved with
the changing needs of its clients, moving from the measurement of
attitudes, to customer satisfaction and service quality, and a more
recent focus on customer loyalty and psychological commitment.
Grisaffe
and Saxton also identified several issues of current and future
interest to applied customer satisfaction researchers. Some of these
issues, such as the need for longitudinal analyses, for linkages
between employee and customer satisfaction and for more comprehensive
models of customer satisfaction, were addressed by the speakers
in this special session. Other important issues listed by the discussants
were:
Understanding
loyalty for fast moving consumer goods
Market
segmentation and customer satisfaction
Measuring
the lifetime value of customers
Disloyalty
and dissatisfaction
Customer
acquisition and loss
Financial
impact of customer satisfaction
Cross-country
equivalence of satisfaction measurements
Corrections
for halo effects
Connecting
customer satisfaction measurement with employee compensation
Linking
different sources of data
From
this interaction between theory and practice one can gather that
much has already been achieved in the measurement and modeling
of customer
satisfaction,
but many important and interesting issues are yet to be resolved.
The
model proposed by Naresh Malhotra (Georgia Institute of Technology)
in co-authorship with Neale J. Martin (I-Core) represents a major
departure from the traditional disconfirmation paradigm for customer
satisfaction research. Instead of a single, global satisfaction
judgement, Malhotra proposed three inter-related dimensions of satisfaction,
related to the product, the store and the purchase experience, which
produced a latent measure of overall satisfaction. Through a comparison
of several competing models (including the traditional disconfirmation
model) in one empirical application, Malhotra demonstrated that
his model provides better predictions of purchase and patronage
intentions, as well as a better understanding of the factors leading
to customer satisfaction.
Summer
1998 AMA MR SIG Pre-conference Program Activities
Saturday
August 15th, 1998 (2:30 PM 6:00 PM)
Boston
Marriott, Copley Place
Boston,
MA
2:30
PM 5:00 PM
Pre-conference
Session: Recent Advances
in
Marketing Research (details given below)
5:00
PM 6:00 PM
Wine
& Cheese reception
Awards
Ceremony
Marketing
Research SIG Business Meeting
Recent
Advances in Marketing Research - Session Details
Session
Chair: Praveen Kopalle, Dartmouth College, MR SIG Vice Chair for
Conference Sessions
2:30
p.m. 3:00 p.m.
"Purchase
Event Feedback and Heterogeneity in Choice Models: A Review of Concepts
and Methods with Implications for Model Building," by Kusum
Ailawadi, Karen Gedenk, and Scott A. Neslin
Abstract
This
paper reviews the behavioral underpinnings of purchase event feedback
and heterogeneity, the methods used for incorporating these phenomena
in choice models, and the performance of these methods. Our goal
is to provide model builders with practical insights and help focus
future methodological research. We draw on previous research in
the field as well as our own analyses of three product categories.
From the standpoint of behavioral theory, model fit and prediction,
and potential econometric biases, we find substantial support for
including both purchase event feedback and preference heterogeneity
in choice models. We discuss the tradeoffs in using various methods
for including these factors. For example, we find that random effects
models are particularly useful for representing preference heterogeneity,
and BLOY (Guadagni and Little 1983) is effective for representing
feedback. However, these methods can introduce biases to the model.
We also examine the stability of market segments derived from random
effects models, and find these segments are stable enough to identify
key large segments, but not stable enough to identify the entire
distribution of segments. We conclude with an extensive discussion
of implications for model builders and future research.
3:00
p.m. 3:30 p.m.
Title
and abstract to be announced, Dipankar Chakravarti
3:30
p.m. 4:00 p.m.
"Trial/Repeat
Modeling Revisited: A New Product Forecasting System Using Scanner
Panel Data," by Peter Fader and Bruce Hardie
Abstract:
We
present a state-of-the-art decision support system to help manage
the introduction of a new product. We start with a similar type
of sales decomposition as used in earlier work in this area, which
breaks the new product's sales into three components: trial, first
repeat, and additional repeat. Within each component, we model sales
as following a constant hazard rate with time-varying covariates;
additionally, within-market consumer heterogeneity is directly modeled.
We explicitly link these submodels together, so that the forecasts
from each of the two repeat models are influenced by the parameters
and forecasts of the trial model.
We
report on our experience to date with this system. The capabilities
of this forecasting system are illustrated via several real-world
case studies.
4:00
p.m. 4:30 p.m.
"Designing
the Next Study for Maximum Impact on Refining knowledge," by
John U. Farley, Donald R. Lehmann, and Lane H. Mann
Abstract
The
design of the "natural experiment" represented in the
set of characteristics of studies which underlie a defined
research
field -- price or advertising elasticities for example
-- determines the state of knowledge in the field. It is common
to suggest that more information on "rare" types of studies
is the best way to expand knowledge. We demonstrate that somewhat
more complex and sometimes non-intuitive combinations of characteristics
contribute most effectively to knowledge. As an example, we examine
a 1984 meta-analysis of advertising elasticities along with a set
of similar studies which were published subsequently to the meta-analysis.
4:30
p.m. 5:00 p.m.
"The
Implications for Consumer Behavior of Scanner Panel Data,"
by Russell S. Winer
Abstract
to be announced
Call
For Nominations: 1999 SIG Officers
You
are invited to send in nominations for 1999 SIG officers. The following
slate of officers are available:
Chair-Elect
Vice Chair for Conference Sessions
Vice Chair for PR
Treasurer
Newsletter Editor
Please send your nominations to Naveen Donthu by email (ndonthu@gsu.edu)
or fax (404 651 4198) by June 15, 1998.
Scholarship
in Ph.D. Programs: If Yogi Berra Were a Doctoral Student
By
Frank Mulhern, Department of Integrated Marketing Communications
Northwestern University, MR SIG Treasurer
Yogi
Berra, former baseball player and manager of the New York Yankees,
is well known for his insightful witticisms. Here we apply some
of his wit to the difficult problem of educating new scholars in
Marketing.
In
the beginning of their studies, doctoral students generally have
only a vague idea of what they want to do. As Yogi Berra once noted,
"Youve got to be very careful if you dont know
where you are going, because you might not get there." Students
enroll in doctoral programs for a variety of reasons. Some to live
a life of scholarly inquiry. Some to become a teacher. Some to partake
in the lifestyle of an academic. Despite the many and varied objectives
of doctoral students, doctoral programs are singular in their objective
to train people to publish academic papers. The disconnection between
the objectives of doctoral programs and the objectives of many students
is the source of most problems in doctoral program in Marketing.
Confused
and bewildered, doctoral students find themselves in an environment
that more or less cares about only one thing publishing papers
in top academic journals. Quickly students learn to adopt this perspective
(or at least pretend to). The emphasis on publication is understandable
since publication output is the metric of research performance.
Professors make every effort to help doctoral students learn to
play the publication game so that those students can go on to become
successful research professors. Students can only hope that by learning
the publication game, they will somehow emerge as true scholars.
Yet as Yogi Berra quips, "Half the lies they tell me arent
true."
While
a publication at all costs approach makes sense from a careerism
perspective, it has several negative repercussions not only on teaching
and other aspects of higher education, but on the nature and quality
of research that is so dearly emphasized in doctoral programs. The
emphasis on the publication game has the detrimental effect of turning
many prospective scholars away from the whole research and publication
process. Students get soured when they witness the behind the scene
shenanigans that go on in the name of research. Many, perhaps most,
graduating doctoral students have little or no interest in ever
doing publishable research.
Doctoral
studies represent the one time in a persons life that an individual
is free to pursue his or her intellectual interests. Doctoral study
is the time for pursuing intellectual curiosity and selecting from
an abundance of graduate courses at a major university. It is a
time for students to learn that the self-directed pursuit of scholarly
research is a thoroughly enjoyable endeavor. Sadly, doctoral students
seem to be experiencing less and less of this fun because they are
too worried about getting publications on their resume and learning
how to play the publication game.
At
many professional meetings including those conducted by the AMA,
sessions are held for the doctoral students. By and large the subject
matter of those sessions deals with how to get research published.
Topics include positioning papers, writing cover letters, dealing
with reviewers, and making the limitations of a study look good.
I recall one such session in at the AMA doctoral consortium that
dealt with these very issues for an entire morning. Yet at that
consortium, and at doctoral student sessions in general, there was
no discussion on how to think like a scholar or how to explore ones
own creativity as a researcher.
Scholarship
cannot be taught. It can only be cultivated in an environment of
intellectual development, curiosity, and the pursuit of interesting
research questions. The following table compares a publication-oriented
perspective with one focussed on scholarship.
Publishing
How to identify publishable ideas
How to write for reviewers
How to deal with a difficult reviewer
How to position a paper to make it publishable
How to reply to reviewers
How to carve research into least published papers (LPUs)
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Scholarship
How
to identify interesting ideas
How
to write for scholars
How
to deal with a difficult concept
How
to fit a paper into a theory
How
to design a study to test theory
How
to combine research ideas into scholarship
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Doctoral
programs in marketing could use more of what is listed on the right
side of the table. Yogi Berra once noted that, "It was too
hard to get a conversation going because everyone was talking too
much." Doctoral education in marketing seems to suffer a similar
fate. Its too hard to get scholarship going because people
are publishing too much.
SIG(NIFICANT)
RESEARCH NEWS is the official newsletter of the Marketing Research
Special Interest Group (MR SIG) of the American Marketing Association
(AMA). For more information please contact the SIG chair Naveen
Donthu (ndonthu@gsu.edu) or
newsletter editor Tom Brashear (brashear@mktg.umass.edu).
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