Questioning techniques:
Scales
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1.
Customer advocacy metrics: the NPS theory in practice
Justin Kirby and Alain Samson, Admap, February 2008, Issue 491, pp.17-19
The practical value of the NPS (Net Promoter Score) customer loyalty metric has been hotly debated. The NPS is based on a single question - 'would you recommend X to a friend or colleague' - on a scal ...
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2.
Maximizing respondent engagement: the use of rich media
Jennifer Reid, Monique Morden and Angus Reid, ESOMAR, Annual Congress, Berlin, September 2007
This paper outlines the results of a quantitative study using a split sample design to demonstrate increased respondent engagement and better data quality from Fusion surveys (online surveys incorpora ...
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3.
Truth in measurement: comparing web-based interviewing techniques
Randall Thomas, Mick P. Couper, John Bremer and George Terhanian, ESOMAR, Annual Congress, Berlin, September 2007
This paper reviews a number of studies that have examined visual, interactive tasks in online surveys in comparison to other verbal, and less interactive, alternatives. In many cases, while the respon ...
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4.
Simple rating scale formats: exploring extreme response
Gerald Albaum, Catherine Roster, Julie H. Yu and Robert D. Rogers, International Journal of Market Research, Vol. 49, No. 5, 2007
The usual simple rating scale purports to measure direction (important/unimportant, effective/ineffective, etc.) and intensity (very, somewhat) of attitude or opinion in a single assessment. Thus, dir ...
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5.
Viewpoint - Correspondence regarding 'The choice between a five-point and a ten-point scale in the framework of customer satisfaction research', by Pedro S. Coelho and Susana P. Esteves
James Rothman, Pedro S. Coelho and Susana P. Esteves, International Journal of Market Research, Vol. 49, No. 5, 2007, pp.546-550
This Viewpoint article comprises an exchange of correspondence between James Rothman, a former editor of IJMR, and Pedro S. Coelho and Susana P. Esteves, New University of Lisbon, in response to their ...
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6.
The choice between a five-point and a ten-point scale in the framework of customer satisfaction measurement
Pedro S. Coelho and Susana P. Esteves, International Journal of Market Research, Vol. 49, No. 3, 2007, pp.313-339
In marketing research, and particularly in the context of customer satisfaction measurement, we often try to measure attitudes and human perceptions. This raises a number of questions regarding approp ...
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7.
Can cross-national/cultural studies presume etic equivalency in respondents' use of extreme categories of Likert rating scales?
Catherine Roster, Gerald Albaum and Robert Rogers, International Journal of Market Research, Vol. 48, No. 6, 2006, pp.741-759
The purpose of this study was to determine differences in extreme response to rating scales between cultures/nations in a measure of corporate reputation. Separate surveys examined differences in resp ...
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8.
An empirical test of six stated importance measures
Keith Chrzan and Natalia Golovashkina, International Journal of Market Research, Vol. 48, No. 6, 2006, pp.717-740
This paper reports on a web-based commercial customer satisfaction study consisting of 1284 respondents, which measured stated attribute importance using six different methods (importance ratings, con ...
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9.
Comparing methods of brand image measurement
Carl Driesener and Jenni Romaniuk, International Journal of Market Research, Vol. 48, No. 6, 2006, pp.681-698
This study compared rating, ranking and ‘pick-any’ measures of brand image associations. The pick-any technique is a free response measure, where respondents are given an attribute as a cue and asked ...
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10.
Maximum difference scaling for a more refined insight in consumer preferences - an example from the automotive industry
Frank Berkers and Maureen Bannink, ESOMAR, Innovate! Conference, Shanghai, May 2006
Maxdiff is claimed to be a promising method, better than classical ranking methods and even proclaimed a 'poor man's conjoint', easy to use and interpret. Can it live up to these promises, or is it ac ...
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11.
An examination of the stability of operationalisations of multi-item marketing scales.
Khurram J. Sharif, Samuel Sarpong Jr and Stavros P. Kalafatis, International Journal of Market Research, Vol. 47, No. 3, 2005, pp.255-266
Since the publication of Churchill’s (1979) paper in which he proposed a ‘paradigm’ for the construction of multi-item scales, scholars have developed a considerable number of such scales designed to ...
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12.
Efficiently measuring opinions in the capital market
Luiz Fernando Lopes Filho, Elaine Restier, Eduardo Werneck and Luiz Sa Lucas, ESOMAR, Annual Congress, Lisbon, Sept 2004
The paper describes briefly how respondent different scale usage may affect the analysis of results derived from discrete scales such as those commonly used in marketing research. Those effects are es ...
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13.
On the cross-national generalisability and equivalence of advertising response scales developed in the USA
Albert Caruana, Michael T. Ewing and George M Zinkhan, International Journal of Advertising, Vol. 21, No. 3, 2002, pp.323-343
In this rapidly globalising world economy, cross-cultural research and knowledge about how consumers in different countries perceive television advertising is particularly relevant and important. If c ...
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14.
A Practical Learning about Online Research: Attribute Rating Scale Type Effects
Jaci Jarret Masztal and Allen Hogg, Advertising Research Foundation, Online Research, October 2001, pp.11-21
This article reports on a study into how respondents are asked to grade their preferences in Web-based surveys and questionnaires. In particular, it examines whether presenting options (such as stongl ...
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15.
Four subtle sins in scale development: some suggestions for strengthening the current paradigm
Dawn Pearcy and Leisa Reinecke Flynn, International Journal of Market Research, Vol. 43, No. 4, 2001
Despite continuing advances in statistical methods, problems in scalar measures persist. This paper reports the findings on a review of marketing scale batteries developed since the publication of Chu ...
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16.
The Likert scale revisited
Gerald Albaum, International Journal of Market Research, Vol. 39, No. 2, 1997
This study examined the effect of alternative scale formats on reporting of intensity of attitudes on Likert scales of agreement. A standard one-stage format and an alternate two-stage format were tes ...
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17.
OBSERVATIONS: A new approach to measuring product category membership
Arthur J. Adams and Stuart Van Auken, Journal of Advertising Research, Vol. 35, No. 5, September/October 1995
Reviews the methods used to determine how a brand is positioned within a category and measure the effectiveness of this positioning. The study emphasises the limitations of current methods, and recomm ...
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18.
Formulation of an index of propensity to buy
L J Rothman, International Journal of Market Research
This paper, which won the MRS Gold Medal in 1964, proposes a method of developing a scale measuring individuals' propensities to buy a brand. The theoretical shape of this scale is first discussed. Pr ...
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19.
Unconventional wisdom: remove 'that's how we've always conducted research' from your vocabulary
Terry Grapentine, Market Research Abstract from: Marketing Research, Fall 2006, Vol 18, No 3, pp 27-31, , (full text not available on WARC.com)
The paper suggests that today’s pressures can compel researchers to conduct research using traditional methodologies and approaches, without assessing other factors and more recent changes. In particu ...
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20.
An extended paradigm for measurement analysis of marketing constructs applicable to panel data
Hans Baumgartner and Jan-Benedict E.M. Steenkamp, Market Research Abstract from: Journal of Marketing Research, Vol XLIII, No 3, August 2006, pp 431-442, , (full text not available on WARC.com)
The authors propose extensions to the current scale development paradigm, including by a model which separates stable and transient sources of variation, and by an exploration of whether error affects ...
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21.
What's your preference? Asking survey respondents about their preferences creates new scaling decisions
Steve Cohen and Bryan Orme, Market Research Abstract from: Marketing Research, Vol 16, No 2, Summer 2004, pp 32-37, , (full text not available on WARC.com)
The article compares maximum difference scaling against monadic ratings and paired comparisons. The approach is flexible enough to be used with paper questionnaires and computerised interviewing progr ...
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22.
Measuring the hedonic and utilitarian dimensions of consumer attitude
Kevin E. Voss, Eric R. Spangenberg and Bianca Grohmann, Market Research Abstract from: Journal of Marketing Research, Vol XL, No 3, August 2003, pp 310-320, , (full text not available on WARC.com)
The article reports the development and validation of a parsimonious, generalizable scale that measures the hedonic and utilitarian dimensions of consumer attitudes towards product categories, and bra ...
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23.
In search of the optimum scale
Terry G. Gleason, Susan J. Devlin and Marbue Brown, Market Research Abstract from: Marketing Research, Vol 15, No 3, 2003, pp 24-29, , (full text not available on WARC.com)
A discussion of scaling in the context of various papers on the topic published elsewhere in Vol 15, No 3 of Marketing Research. The debate on the properties of the optimal scale for measuring custome ...
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24.
The perfect scale
Diane H. Schmalensee, Market Research Abstract from: Marketing Research, Vol 15, No 3, 2003, pp 23-25, , (full text not available on WARC.com)
A discussion of papers on scaling published elsewhere in Vol 15, No 3 of Marketing Research. Suggests, amongst other things, that although the number of points on a scale is important, the way it is a ...
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25.
The measurement imperative
Dick R. Wittink and Leonard R. Bayer, Market Research Abstract from: Marketing Research, Vol 15, No 3, 2003, pp 19-23, , (full text not available on WARC.com)
In comparing two customer satisfaction measurement systems, the authors favour a system with a 10-point scale for overall satisfaction and a 2-point scales for individual items over a system of five-p ...
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26.
Problematic scales
Terry Grapentine, Market Research Abstract from: Marketing Research, Vol 15, No 3, 2003, pp 16-19, , (full text not available on WARC.com)
The paper suggests that interpreting findings from surveys that use ‘expectation’ and/or ‘requirements’ scales demonstrate how their use can be problematic. It further suggests that when measuring pro ...
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27.
Selecting a scale for measuring quality
Susan J. Devlin, H.K. Dong and Marbue Brown, Market Research Abstract from: Marketing Research, Vol 15, No 3, 2003, pp 13-16, , (full text not available on WARC.com)
The paper explores scale formats and (i) which categories are positive indicators of performance and (ii) whether can responses be interpreted to drive quality improvement. The authors address these q ...
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28.
Understanding what's in a brand rating: a model for assessing brand and attribute effects and their relationship to brand equity
Willian R. Dillon, Thomas J. Madden, Amna Kirmani and Soumen Mukherjee, Market Research Abstract from: Journal of Marketing Research, Vol. XXXV111, No 4, November 2001, pp 415-429, , (full text not available on WARC.com)
The authors present a model for analysing brand ratings that provides insights for understanding the sources of brand equity, and that will help marketing managers disentangle brand-specific associati ...
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29.
Subscale distance and item clustering effects in self-administered surveys: a new metric
Eric T. Bradlow and Gavan J. Fitzsimons, Market Research Abstract from: Journal of Marketing Research, Vol. XXXV111, No 2, May 2001, pp 254-261, , (full text not available on WARC.com)
The paper explores the effect of a form of question context on responses to computer-based surveys. An experiment is described using a multi-item scale consisting of five dimensions and three manipula ...
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30.
Response styles in marketing research: a cross-national investigation
Hans Baumgartner and Jan-Benedict E.M. Steenkamp, Market Research Abstract from: Journal of Marketing Research, Vol. XXXV111, No 2, May 2001, pp 143-156, , (full text not available on WARC.com)
Response styles are a source of contamination in questionnaire ratings. The authors examine five forms of response (acquiescence and disacquiescence, extreme, midpoint and noncontingent). Using data f ...
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