Skip to main content
Top

2018 | OriginalPaper | Chapter

4. Getting Data

Authors : Erik Mooi, Marko Sarstedt, Irma Mooi-Reci

Published in: Market Research

Publisher: Springer Singapore

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

We first address the nuts-and-bolts questions of the data collection stage. How does one find secondary data and decide on their suitability? Can one best collect primary data through, for example, observations, questionnaires, or experiments if secondary data are unavailable? We thus provide the key theoretical concepts, choices, and practicalities associated with collecting data. We first discuss the practicalities of secondary data’s use, including their sources and availability, how to assess the inclusion of key variables, and the data’s validity and reliability. If secondary data are unavailable, outdated, or too costly, we show how to best collect your own data given the question you wish to study. Primary data collection styles, such as observations, survey questionnaires, and experiments, are reviewed and we provide a range of recommendations on the type of data to use for the relevant situation, or research question.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Footnotes
1
This quote has been attributed to Peter F. Drucker.
 
3
See www.​theacsi.​org for a detailed description of how ACSI data are collected.
 
4
Issues related to construct validity in business marketing are discussed by, for example, Rindfleisch and Heide (1997). A more general discussion follows in Houston (2002).
 
5
For a comparison of response behavior between CASI, CAPI, and CATI, see Bronner and Ton (2007).
 
6
Foddy (1993) reported 445 interpretations of the word “usually,” with the meaning assigned to the word varying, depending on, for example, the type of activity or who was asked about the activity.
 
7
Forced-choice scales can, of course, also be used for uneven response categories such as 5-point or 7-point Likert scales.
 
8
Sometimes, researchers number the response options. For example, when numbering the response options of a 7-point scale you can use only positive numbers (1–7), or positive and negative numbers (−3 to +3). For recommendations, see Cabooter et al. (2016).
 
9
The demographics of panels (see Sect. 4.4.2.2) are usually known.
 
10
If one symbol precedes another, it means that the first symbol precedes the next one in time.
 
Literature
go back to reference Barnham, C. (2015). Quantitative and qualitative research: Perceptual foundations. International Journal of Market Research, 57(6), 837–854.CrossRef Barnham, C. (2015). Quantitative and qualitative research: Perceptual foundations. International Journal of Market Research, 57(6), 837–854.CrossRef
go back to reference Baumgartner, H., & Steenkamp, J. B. E. M. (2001). Response styles in marketing research: A cross-national investigation. Journal of Marketing Research, 38(2), 143−156.CrossRef Baumgartner, H., & Steenkamp, J. B. E. M. (2001). Response styles in marketing research: A cross-national investigation. Journal of Marketing Research, 38(2), 143−156.CrossRef
go back to reference Brace, I. (2004). Questionnaire design. How to plan, structure and write survey material for effective market research. London: Kogan Page. Brace, I. (2004). Questionnaire design. How to plan, structure and write survey material for effective market research. London: Kogan Page.
go back to reference Brislin, R. W. (1970). Back-translation for cross-cultural research. Journal of Cross-Cultural Psychology, 1(3), 185–216.CrossRef Brislin, R. W. (1970). Back-translation for cross-cultural research. Journal of Cross-Cultural Psychology, 1(3), 185–216.CrossRef
go back to reference Bronner, F., & Ton, K. (2007). The live or digital interviewer. A comparison between CASI, CAPI and CATI with respect to differences in response behaviour. International Journal of Market Research, 49(2), 167–190. Bronner, F., & Ton, K. (2007). The live or digital interviewer. A comparison between CASI, CAPI and CATI with respect to differences in response behaviour. International Journal of Market Research, 49(2), 167–190.
go back to reference Cabooter, E., Weijters, B., Geuens, M., & Vermeir, E. (2016). Scale format effects on response option interpretation and use. Journal of Business Research, 69(7), 2574–2584.CrossRef Cabooter, E., Weijters, B., Geuens, M., & Vermeir, E. (2016). Scale format effects on response option interpretation and use. Journal of Business Research, 69(7), 2574–2584.CrossRef
go back to reference Casteleyn, J., André, M., & Kris, R. (2009). How to use facebook in your market research. International Journal of Market Research, 51(4), 439–447.CrossRef Casteleyn, J., André, M., & Kris, R. (2009). How to use facebook in your market research. International Journal of Market Research, 51(4), 439–447.CrossRef
go back to reference DeMonaco, H. J., Ayfer, A., & Hippel, E. V. (2005). The major role of clinicians in the discovery of off-label drug therapies. Pharmacotherapy, 26(3), 323–332.CrossRef DeMonaco, H. J., Ayfer, A., & Hippel, E. V. (2005). The major role of clinicians in the discovery of off-label drug therapies. Pharmacotherapy, 26(3), 323–332.CrossRef
go back to reference Deutskens, E., de Jong, A., de Ruyter, K., & Martin, W. (2006). Comparing the generalizability of online and mail surveys in cross-national service quality research. Marketing Letters, 17(2), 119–136.CrossRef Deutskens, E., de Jong, A., de Ruyter, K., & Martin, W. (2006). Comparing the generalizability of online and mail surveys in cross-national service quality research. Marketing Letters, 17(2), 119–136.CrossRef
go back to reference Dillman, D. A., Smyth, J. D., & Christian, L. M. (2014). Internet, phone, mail, and mixed-mode surveys: The tailored design method (4th ed.). Hoboken: Wiley. Dillman, D. A., Smyth, J. D., & Christian, L. M. (2014). Internet, phone, mail, and mixed-mode surveys: The tailored design method (4th ed.). Hoboken: Wiley.
go back to reference Foddy, W. (1993). Constructing questions for interviews and questionnaires. Theory and practice in social science research. Cambridge: Cambridge University Press.CrossRef Foddy, W. (1993). Constructing questions for interviews and questionnaires. Theory and practice in social science research. Cambridge: Cambridge University Press.CrossRef
go back to reference Holbrook, A., Cho, Y. I. K., & Johnson, T. (2006). The impact of question and respondent characteristics on comprehension and mapping difficulties. Public Opinion Quarterly, 70(4), 565–595.CrossRef Holbrook, A., Cho, Y. I. K., & Johnson, T. (2006). The impact of question and respondent characteristics on comprehension and mapping difficulties. Public Opinion Quarterly, 70(4), 565–595.CrossRef
go back to reference Houston, M. B. (2002). Assessing the validity of secondary data proxies for marketing constructs. Journal of Business Research, 57(2), 154–161.CrossRef Houston, M. B. (2002). Assessing the validity of secondary data proxies for marketing constructs. Journal of Business Research, 57(2), 154–161.CrossRef
go back to reference Kennedy, C., & Everett, S. E. (2011). Use of cognitive shortcuts in landline and cell phone surveys. Public Opinion Quarterly, 75(2), 336–348.CrossRef Kennedy, C., & Everett, S. E. (2011). Use of cognitive shortcuts in landline and cell phone surveys. Public Opinion Quarterly, 75(2), 336–348.CrossRef
go back to reference Kurylko, D. T. (2005). Moonraker project seeks marketing savvy for VW. Automotive News Europe, 10(17), 22. Kurylko, D. T. (2005). Moonraker project seeks marketing savvy for VW. Automotive News Europe, 10(17), 22.
go back to reference Lietz, P. (2010). Research into questionnaire design. A summary of the literature. International Journal of Market Research, 52(2), 249–272.CrossRef Lietz, P. (2010). Research into questionnaire design. A summary of the literature. International Journal of Market Research, 52(2), 249–272.CrossRef
go back to reference Liu, M., Lee, S., & Conrad, F. G. (2016). Comparing extreme response styles between agree-disagree and item-specific scales. Public Opinion Quarterly, 79(4), 952–975.CrossRef Liu, M., Lee, S., & Conrad, F. G. (2016). Comparing extreme response styles between agree-disagree and item-specific scales. Public Opinion Quarterly, 79(4), 952–975.CrossRef
go back to reference Lynn, P., & Kaminska, O. (2013). The impact of mobile phones on survey measurement error. Public Opinion Quarterly, 77(2), 586–605.CrossRef Lynn, P., & Kaminska, O. (2013). The impact of mobile phones on survey measurement error. Public Opinion Quarterly, 77(2), 586–605.CrossRef
go back to reference Mooi, E., & Gilliland, D. I. (2013). How contracts and enforcement explain transaction outcomes. International Journal of Research in Marketing, 30(4), 395–405.CrossRef Mooi, E., & Gilliland, D. I. (2013). How contracts and enforcement explain transaction outcomes. International Journal of Research in Marketing, 30(4), 395–405.CrossRef
go back to reference Mitchell, M. L., & Jolley, J. M. (2013). Research design explained (8th ed.). Belmont: Wadsworth. Mitchell, M. L., & Jolley, J. M. (2013). Research design explained (8th ed.). Belmont: Wadsworth.
go back to reference Nowlis, S. M., Kahn, B. E., & Dhar, R. (2002). Coping with ambivalence: The effect of removing a neutral option on consumer attitude and preference judgments. Journal of Consumer Research, 29(3), 319–334.CrossRef Nowlis, S. M., Kahn, B. E., & Dhar, R. (2002). Coping with ambivalence: The effect of removing a neutral option on consumer attitude and preference judgments. Journal of Consumer Research, 29(3), 319–334.CrossRef
go back to reference Oppenheim, A. N. (1992). Questionnaire design, interviewing and attitude measurement. London: Pinter. Oppenheim, A. N. (1992). Questionnaire design, interviewing and attitude measurement. London: Pinter.
go back to reference Peng, L., & Finn, A. (2015). Assessing response format effects on the scaling of marketing stimuli. International Journal of Market Research, 58(4), 595–619.CrossRef Peng, L., & Finn, A. (2015). Assessing response format effects on the scaling of marketing stimuli. International Journal of Market Research, 58(4), 595–619.CrossRef
go back to reference Peterson, R. A. (1997). A quantitative analysis of rating-scale response variability. Marketing Letters, 8(1), 9–21.CrossRef Peterson, R. A. (1997). A quantitative analysis of rating-scale response variability. Marketing Letters, 8(1), 9–21.CrossRef
go back to reference Raithel, S., Sarstedt, M., Scharf, S., & Schwaiger, M. (2012). On the value relevance of customer satisfaction. Multiple drivers in multiple markets. Journal of the Academy of Marketing Science, 40(4), 509–525.CrossRef Raithel, S., Sarstedt, M., Scharf, S., & Schwaiger, M. (2012). On the value relevance of customer satisfaction. Multiple drivers in multiple markets. Journal of the Academy of Marketing Science, 40(4), 509–525.CrossRef
go back to reference Rammstedt, B., & Krebs, D. (2007). Does response scale format affect the answering of personality scales? European Journal of Psychological Assessment, 23(1), 32–38.CrossRef Rammstedt, B., & Krebs, D. (2007). Does response scale format affect the answering of personality scales? European Journal of Psychological Assessment, 23(1), 32–38.CrossRef
go back to reference Reips, U.-D., & Funke, F. (2008). Interval-level measurement with visual analogue scales in Internet-based research: VAS generator. Behavior Research Methods, 40(3), 699–704.CrossRef Reips, U.-D., & Funke, F. (2008). Interval-level measurement with visual analogue scales in Internet-based research: VAS generator. Behavior Research Methods, 40(3), 699–704.CrossRef
go back to reference Revilla, M. (2015). Effect of using different labels for the scales in a web survey. International Journal of Market Research, 57(2), 225–238. Revilla, M. (2015). Effect of using different labels for the scales in a web survey. International Journal of Market Research, 57(2), 225–238.
go back to reference Rindfleisch, A., & Heide, J. B. (1997). Transaction cost analysis: Past, present, and future applications. Journal of Marketing, 61(4), 30–54.CrossRef Rindfleisch, A., & Heide, J. B. (1997). Transaction cost analysis: Past, present, and future applications. Journal of Marketing, 61(4), 30–54.CrossRef
go back to reference Schilling, M. A. (2009). Understanding the alliance data. Strategic Management Journal, 30(3), 233–260.CrossRef Schilling, M. A. (2009). Understanding the alliance data. Strategic Management Journal, 30(3), 233–260.CrossRef
go back to reference Stern, M. J., Bilgen, I., & Dillman, D. A. (2014). The state of survey methodology challenges, dilemmas, and new frontiers in the era of the tailored design. Field Methods, 26(3), 284–301.CrossRef Stern, M. J., Bilgen, I., & Dillman, D. A. (2014). The state of survey methodology challenges, dilemmas, and new frontiers in the era of the tailored design. Field Methods, 26(3), 284–301.CrossRef
go back to reference Stieglitz, S., Dang-Xuan, L., Bruns, A., & Neuberger, C. (2014). Social media analytics, An interdisciplinary approach and its implications for information systems. Business & Information Systems Engineering, 6(2), 89–96.CrossRef Stieglitz, S., Dang-Xuan, L., Bruns, A., & Neuberger, C. (2014). Social media analytics, An interdisciplinary approach and its implications for information systems. Business & Information Systems Engineering, 6(2), 89–96.CrossRef
go back to reference Swain, S. D., Weathers, D., & Niedrich, R. W. (2008). Assessing three sources of misresponse to reversed Likert items. Journal of Marketing Research, 45(1), 116−131.CrossRef Swain, S. D., Weathers, D., & Niedrich, R. W. (2008). Assessing three sources of misresponse to reversed Likert items. Journal of Marketing Research, 45(1), 116−131.CrossRef
go back to reference Tourangeau, R., & Smith, T. W. (1996). Asking sensitive questions: The impact of data collection mode, question format, and question context. Public Opinion Quarterly, 60(2), 275–304.CrossRef Tourangeau, R., & Smith, T. W. (1996). Asking sensitive questions: The impact of data collection mode, question format, and question context. Public Opinion Quarterly, 60(2), 275–304.CrossRef
go back to reference Vicente, P., & Reis, E. (2010). Marketing research with telephone surveys: Is it time to change? Journal of Global Marketing, 23(4), 321−332.CrossRef Vicente, P., & Reis, E. (2010). Marketing research with telephone surveys: Is it time to change? Journal of Global Marketing, 23(4), 321−332.CrossRef
go back to reference Vincente, P., Reis, E., & Santos, M. (2008). Using mobile phones for survey research. International Journal of Market Research, 51(5), 613–633.CrossRef Vincente, P., Reis, E., & Santos, M. (2008). Using mobile phones for survey research. International Journal of Market Research, 51(5), 613–633.CrossRef
go back to reference Weijters, B., & Baumgartner, H. (2012). Misresponse to reversed and negated items in surveys: A review. Journal of Marketing Research, 49(5), 737–747.CrossRef Weijters, B., & Baumgartner, H. (2012). Misresponse to reversed and negated items in surveys: A review. Journal of Marketing Research, 49(5), 737–747.CrossRef
go back to reference Weijters, B., Cabooter, E., & Schillewaert, N. (2010). The effect of rating scale format on response styles: The number of response categories and response category labels. International Journal of Research in Marketing, 27(3), 236–247.CrossRef Weijters, B., Cabooter, E., & Schillewaert, N. (2010). The effect of rating scale format on response styles: The number of response categories and response category labels. International Journal of Research in Marketing, 27(3), 236–247.CrossRef
go back to reference Weijters, B., Baumgartner, H., & Schillewaert, N. (2013). Reversed item bias: An integrative model. Psychological Methods, 18(3), 320–334.CrossRef Weijters, B., Baumgartner, H., & Schillewaert, N. (2013). Reversed item bias: An integrative model. Psychological Methods, 18(3), 320–334.CrossRef
go back to reference Weng, L.-J. (2004). Impact of the number of response categories and anchor labels on coefficient alpha and test-retest reliability. Educational and Psychological Measurement, 64(6), 956–972.CrossRef Weng, L.-J. (2004). Impact of the number of response categories and anchor labels on coefficient alpha and test-retest reliability. Educational and Psychological Measurement, 64(6), 956–972.CrossRef
go back to reference Winkler, T. J., Sarstedt, M., Keil, M., & Rost, P. (2015). Selfsurvey.org: A platform for prediction-based benchmarking and feedback-enabled survey research. In Proceedings of the European conference on information systems, Paper 204, Münster, Germany. Winkler, T. J., Sarstedt, M., Keil, M., & Rost, P. (2015). Selfsurvey.org: A platform for prediction-based benchmarking and feedback-enabled survey research. In Proceedings of the European conference on information systems, Paper 204, Münster, Germany.
Metadata
Title
Getting Data
Authors
Erik Mooi
Marko Sarstedt
Irma Mooi-Reci
Copyright Year
2018
Publisher
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-5218-7_4