词条 | Marketing research |
释义 |
Marketing research is "the process or set of processes that links the producers, customers, and end users to the marketer through information used to identify and define marketing opportunities and problems; generate, refine, and evaluate marketing actions; monitor marketing performance; and improve understanding of marketing as a process. Marketing research specifies the information required to address these issues, designs the method for collecting information, manages and implements the data collection process, analyzes the results, and communicates the findings and their implications."[1] It is the systematic gathering, recording, and analysis of qualitative and quantitative data about issues relating to marketing products and services. The goal of marketing research is to identify and assess how changing elements of the marketing mix impacts customer behavior. The term is commonly interchanged with market research; however, expert practitioners may wish to draw a distinction, in that market research is concerned specifically with markets, while marketing research is concerned specifically about marketing processes.[2] OverviewMarketing research is often partitioned into two sets of categorical pairs, either by target market:
Or, alternatively, by methodological approach:
Consumer marketing research is a form of applied sociology that concentrates on understanding the preferences, attitudes, and behaviors of consumers in a market-based economy, and it aims to understand the effects and comparative success of marketing campaigns.{{Citation needed|date=September 2015}} The field of consumer marketing research as a statistical science was pioneered by Arthur Nielsen with the founding of the ACNielsen Company in 1923.[3] Thus, marketing research may also be described as the systematic and objective identification, collection, analysis, and dissemination of information for the purpose of assisting management in decision making related to the identification and solution of problems and opportunities in marketing.[4] The goal of market research is to obtain and provide management with viable information about the market (e.g. competitors), consumers, the product/service itself etc. RoleThe purpose of marketing research (MR) is to provide management with relevant, accurate, reliable, valid, and up to date market information. Competitive marketing environment and the ever-increasing costs attributed to poor decision making require that marketing research provide sound information. Sound decisions are not based on gut feeling, intuition, or even pure judgment. Managers make numerous strategic and tactical decisions in the process of identifying and satisfying customer needs. They make decisions about potential opportunities, target market selection, market segmentation, planning and implementing marketing programs, marketing performance, and control. These decisions are complicated by interactions between the controllable marketing variables of product, pricing, promotion, and distribution. Further complications are added by uncontrollable environmental factors such as general economic conditions, technology, public policies and laws, political environment, competition, and social and cultural changes. Another factor in this mix is the complexity of consumers. Marketing research helps the marketing manager link the marketing variables with the environment and the consumers. It helps remove some of the uncertainty by providing relevant information about the marketing variables, environment, and consumers. In the absence of relevant information, consumers' response to marketing programs cannot be predicted reliably or accurately. Ongoing marketing research programs provide information on controllable and non-controllable factors and consumers; this information enhances the effectiveness of decisions made by marketing managers.[5]Traditionally, marketing researchers were responsible for providing the relevant information and marketing decisions were made by the managers. However, the roles are changing and marketing researchers are becoming more involved in decision making, whereas marketing managers are becoming more involved with research. The role of marketing research in managerial decision making is explained further using the framework of the DECIDE model. History{{See|History of marketing}}Evidence for commercial research being gathered informally dates to the Medieval period. In 1380, the German textile manufacturer, Johann Fugger, travelled from Augsburg to Graben in order to gather information on the international textile industry. He exchanged detailed letters on trade conditions in relevant areas. Although, this type of information would have been termed "commercial intelligence" at the time, it created a precedent for the systemic collection of marketing information.[6] During the European age of discovery, industrial houses began to import exotic, luxury goods - calico cloth from India, porcelain, silk and tea from China, spices from India and South-East Asia and tobacco, sugar, rum and coffee from the New World.[7] International traders began to demand information that could be used for marketing decisions. During this period, Daniel Defoe, a London merchant, published information on trade and economic resources of England and Scotland. Defoe was a prolific publisher and among his many publications are titles devoted to the state of trade including; Trade of Britain Stated, (1707); Trade of Scotland with France, (1713) and The Trade to India Critically and Calmly Considered, (1720) - all of which provided merchants and traders with important information on which to base business decisions.[8] Until the late 18th-century, European and North-American economies were characteristed by local production and consumption. Produce, household goods and tools were produced by local artisans or farmers with exchange taking place in local markets or fairs. Under these conditions, the need for marketing information was minimail. However, the rise of mass-production following the industrial revolution, combined with improved transportation systems of the early 19th-century, led to the creation of national markets and ultimately, stimulated the need for more detailed information about customers, competitors, distribution systems and market communications.[9] By the 19th-century, manufacturers were exploring ways to understand the different market needs and behaviours of groups of consumers. A study of the German book trade found examples of both product differentiation and market segmentation as early as the 1820s.[10] From the 1880s, German toy manufacturers were producing models of tin toys for specific geographic markets; London omnibuses and ambulances destined for the British market; French postal delivery vans for Continental Europe and American locomotives intended for sale in America.[11] Such activities suggest that sufficient market information was collected to support detailed market segmentation. In 1895, American advertising agency, N. H. Ayer & Son, used telegraph to contact publishers and state officials throughout the country about grain production, in an effort to construct an advertising schedule for client, Nichols-Shephard company, an agricultural machinery company in what many scholars believe is the first application of marketing research to solve a marketing/ advertising problem)[12] Between 1902 and 1910, George B Waldron, working at Mahin's Advertising Agency in the United States used tax registers, city directories and census data to show advertisers the proportion of educated vs illiterate consumers and the earning capacity of different occupations in a very early example of simple market segmentation.[13][14] In 1911 Charles Coolidge Parlin was appointed as the Manager of the Commercial Research Division of the Advertising Department of the Curtis Publishing Company, thereby establishing the first in-house market research department - an event that has been described as marking the beginnings of organised marketing research.[15] His aim was to turn market research into a science. Parlin published a number of studies of various product-markets including agriculture (1911); consumer goods (c.1911); department store lines (1912) a five-volume study of automobiles (1914).[16] In 1924 Paul Cherington improved on primitive forms of demographic market segmentation when he developed the 'ABCD' household typology; the first socio-demographic segmentation tool.[13][17] By the 1930s, market researchers such as Ernest Dichter recognised that demographics alone were insufficient to explain different marketing behaviours and began exploring the use of lifestyles, attitudes, values, beliefs and culture to segment markets.[18] In the first three decades of the 20th-century, advertising agencies and marketing departments developed the basic techniques used in quantitative and qualitative research - survey methods, questionnaires, gallup polls etc. As early as 1901, Walter B Scott was undertaking experimental research for the Agate Club of Chicago.[19] In 1910, George B Waldron was carrying out qualitative research for Mahins Advertising Agency.[19] In 1919, the first book on commercial research was published, Commercial Research: An Outline of Working Principles by Professor C.S. Duncan of the University of Chicago.[20] Adequate knowledge of consumer preferences was a key to survival in the face of increasingly competitive markets.[21] By the 1920s, advertising agencies, such as J Walter Thompson (JWT), were conducting research on the how and why consumers used brands, so that they could recommend appropriate advertising copy to manufacturers.[20] The advent of commercial radio in the 1920s, and television in the 1940s, led a number of market research companies to develop the means to measure audience size and audience composition. In 1923, Arthur Nielsen founded market research company, A C Nielsen and over next decade pioneered the measurement of radio audiences. He subsequently applied his methods to the measurement of television audiences. Around the same time, Daniel Starch developed measures for testing advertising copy effectiveness in print media (newspapers and magazines), and these subsequently became known as Starch scores (and are still used today). During, the 1930s and 1940s, many of the data collection methods, probability sampling methods, survey methods, questionnaire design and key metrics were developed. By the 1930s, Ernest Dichter was pioneering the focus group method of qualitative research. For this, he is often described as the 'father of market research.'[22] Dichter applied his methods on campaigns for major brands including Chrysler, Exxon/Esso where he used methods from psychology and cultural anthropology to gain consumer insights. These methods eventually lead to the development of motivational research.[23] Marketing historians refer to this period as the "Foundation Age" of market research. By the 1930s, the first courses on marketing research were taught in universities and colleges.[24] The text-book, Market Research and Analysis by Lyndon O. Brown (1937) became one of the popular textbooks during this period.[25] As the number of trained research professionals proliferated throughout the second half of the 20th-century, the techniques and methods used in marketing research became increasingly sophisticated. Marketers, such as Paul Green, were instrumental in developing techniques such as conjoint analysis and multidimensional scaling, both of which are used in positioning maps, market segmentation, choice analysis and other marketing applications.[26] Web analytics were born out of the need to track the behavior of site visitors and, as the popularity of e-commerce and web advertising grew, businesses demanded details on the information created by new practices in web data collection, such as click-through and exit rates. As the Internet boomed, websites became larger and more complex and the possibility of two-way communication between businesses and their consumers became a reality. Provided with the capacity to interact with online customers, Researchers were able to collect large amounts of data that were previously unavailable, further propelling the marketing research industry. In the new millennium, as the Internet continued to develop and websites became more interactive, data collection and analysis became more commonplace for those marketing research firms whose clients had a web presence. With the explosive growth of the online marketplace came new competition for companies; no longer were businesses merely competing with the shop down the road — competition was now represented by a global force. Retail outlets were appearing online and the previous need for bricks-and-mortar stores was diminishing at a greater pace than online competition was growing.With so many online channels for consumers to make purchases, companies needed newer and more compelling methods, in combination with messages that resonated more effectively, to capture the attention of the average consumer. Having access to web data did not automatically provide companies with the rationale behind the behavior of users visiting their sites, which provoked the marketing research industry to develop new and better ways of tracking, collecting and interpreting information. This led to the development of various tools like online focus groups and pop-up or website intercept surveys. These types of services allowed companies to dig deeper into the motivations of consumers, augmenting their insights and utilizing this data to drive market share. As information around the world became more accessible, increased competition led companies to demand more of market researchers. It was no longer sufficient to follow trends in web behavior or track sales data; companies now needed access to consumer behavior throughout the entire purchase process.This meant the Marketing Research Industry, again, needed to adapt to the rapidly changing needs of the marketplace, and to the demands of companies looking for a competitive edge. Today, marketing research has adapted to innovations in technology and the corresponding ease with which information is available. B2B and B2C companies are working hard to stay competitive and they now demand both quantitative (“What”) and qualitative (“Why?”) marketing research in order to better understand their target audience and the motivations behind customer behaviors.{{citation needed|date=September 2018}} This demand is driving marketing researchers to develop new platforms for interactive, two-way communication between their firms and consumers. Mobile devices such as Smart Phones are the best example of an emerging platform that enables businesses to connect with their customers throughout the entire buying process.{{citation needed|date=September 2018}} As personal mobile devices become more capable and widespread, the marketing research industry will look to further capitalize on this trend. Mobile devices present the perfect channel for research firms to retrieve immediate impressions from buyers and to provide their clients with a holistic view of the consumers within their target markets, and beyond. Now, more than ever, innovation is the key to success for Marketing Researchers. Marketing Research Clients are beginning to demand highly personalized and specifically-focused products from the marketing research firms; big data is great for identifying general market segments, but is less capable of identifying key factors of niche markets, which now defines the competitive edge companies are looking for in this mobile-digital age.{{citation needed|date=September 2018}} CharacteristicsFirst, marketing research is systematic. Thus systematic planning is required at all the stages of the marketing research process. The procedures followed at each stage are methodologically sound, well documented, and, as much as possible, planned in advance. Marketing research uses the scientific method in that data are collected and analyzed to test prior notions or hypotheses. Experts in marketing research have shown that studies featuring multiple and often competing hypotheses yield more meaningful results than those featuring only one dominant hypothesis.[27] Marketing research is objective. It attempts to provide accurate information that reflects a true state of affairs. It should be conducted impartially. While research is always influenced by the researcher's research philosophy, it should be free from the personal or political biases of the researcher or the management. Research which is motivated by personal or political gain involves a breach of professional standards. Such research is deliberately biased so as to result in predetermined findings. The objective nature of marketing research underscores the importance of ethical considerations. Also, researchers should always be objective with regard to the selection of information to be featured in reference texts because such literature should offer a comprehensive view on marketing. Research has shown, however, that many marketing textbooks do not feature important principles in marketing research.[28] Related business researchOther forms of business research include:
ClassificationOrganizations engage in marketing research for two reasons: firstly, to identify and, secondly, to solve marketing problems. This distinction serves as a basis for classifying marketing research into problem identification research and problem solving research. Problem identification research is undertaken to help identify problems which are, perhaps, not apparent on the surface and yet exist or are likely to arise in the future like company image, market characteristics, sales analysis, short-range forecasting, long range forecasting, and business trends research. Research of this type provides information about the marketing environment and helps diagnose a problem. For example, the findings of problem solving research are used in making decisions which will solve specific marketing problems. The Stanford Research Institute, on the other hand, conducts an annual survey of consumers that is used to classify persons into homogeneous groups for segmentation purposes. The National Purchase Diary panel (NPD) maintains the largest diary panel in the United States. Standardized services are research studies conducted for different client firms but in a standard way. For example, procedures for measuring advertising effectiveness have been standardized so that the results can be compared across studies and evaluative norms can be established. The Starch Readership Survey is the most widely used service for evaluating print advertisements; another well-known service is the Gallup and Robinson Magazine Impact Studies. These services are also sold on a syndicated basis.
TypesMarketing research techniques come in many forms, including:
All of these forms of marketing research can be classified as either problem-identification research or as problem-solving research. There are two main sources of data — primary and secondary. Primary research is conducted from scratch. It is original and collected to solve the problem in hand. Secondary research already exists since it has been collected for other purposes. It is conducted on data published previously and usually by someone else. Secondary research costs far less than primary research, but seldom comes in a form that exactly meets the needs of the researcher. A similar distinction exists between exploratory research and conclusive research. Exploratory research provides insights into and comprehension of an issue or situation. It should draw definitive conclusions only with extreme caution. Conclusive research draws conclusions: the results of the study can be generalized to the whole population. Exploratory research is conducted to explore a problem to get some basic idea about the solution at the preliminary stages of research. It may serve as the input to conclusive research. Exploratory research information is collected by focus group interviews, reviewing literature or books, discussing with experts, etc. This is unstructured and qualitative in nature. If a secondary source of data is unable to serve the purpose, a convenience sample of small size can be collected. Conclusive research is conducted to draw some conclusion about the problem. It is essentially, structured and quantitative research, and the output of this research is the input to management information systems (MIS). Exploratory research is also conducted to simplify the findings of the conclusive or descriptive research, if the findings are very hard to interpret for the marketing managers. MethodsMethodologically, marketing research uses the following types of research designs:[29]
Researchers often use more than one research design. They may start with secondary research to get background information, then conduct a focus group (qualitative research design) to explore the issues. Finally they might do a full nationwide survey (quantitative research design) in order to devise specific recommendations for the client. Business to businessBusiness to business (B2B) research is inevitably more complicated than consumer research. The researchers need to know what type of multi-faceted approach will answer the objectives, since seldom is it possible to find the answers using just one method. Finding the right respondents is crucial in B2B research since they are often busy, and may not want to participate. Encouraging them to “open up” is yet another skill required of the B2B researcher. Last, but not least, most business research leads to strategic decisions and this means that the business researcher must have expertise in developing strategies that are strongly rooted in the research findings and acceptable to the client. There are four key factors that make B2B market research special and different from consumer markets:[30]
Small businesses and nonprofits{{unreferenced section|date=April 2012}}Marketing research does not only occur in huge corporations with many employees and a large budget. Marketing information can be derived by observing the environment of their location and the competitions location. Small scale surveys and focus groups are low cost ways to gather information from potential and existing customers. Most secondary data (statistics, demographics, etc.) is available to the public in libraries or on the internet and can be easily accessed by a small business owner. Below are some steps that could be done by SME (Small Medium Enterprise) to analyze the market:
Note as important : Overall analysis should be based on 6W+1H (What, When, Where, Which, Who, Why and How) question. International planInternational Marketing Research follows the same path as domestic research, but there are a few more problems that may arise. Customers in international markets may have very different customs, cultures, and expectations from the same company. In this case, Marketing Research relies more on primary data rather than secondary information. Gathering the primary data can be hindered by language, literacy and access to technology. Basic Cultural and Market intelligence information will be needed to maximize the research effectiveness. Some of the steps that would help overcoming barriers include:
Common termsMarket research techniques resemble those used in political polling and social science research. Meta-analysis (also called the Schmidt-Hunter technique) refers to a statistical method of combining data from multiple studies or from several types of studies. Conceptualization means the process of converting vague mental images into definable concepts. Operationalization is the process of converting concepts into specific observable behaviors that a researcher can measure. Precision refers to the exactness of any given measure. Reliability refers to the likelihood that a given operationalized construct will yield the same results if re-measured. Validity refers to the extent to which a measure provides data that captures the meaning of the operationalized construct as defined in the study. It asks, “Are we measuring what we intended to measure?”
CareersSome of the positions available in marketing research include vice president of marketing research, research director, assistant director of research, project manager, field work director, statistician/data processing specialist, senior analyst, analyst, junior analyst and operational supervisor.[31] The most common entry-level position in marketing research for people with bachelor's degrees (e.g., BBA) is as operational supervisor. These people are responsible for supervising a well-defined set of operations, including field work, data editing, and coding, and may be involved in programming and data analysis. Another entry-level position for BBAs is assistant project manager. An assistant project manager will learn and assist in questionnaire design, review field instructions, and monitor timing and costs of studies. In the marketing research industry, however, there is a growing preference for people with master's degrees. Those with MBA or equivalent degrees are likely to be employed as project managers.[31] A small number of business schools also offer a more specialized Master of Marketing Research (MMR) degree. An MMR typically prepares students for a wide range of research methodologies and focuses on learning both in the classroom and the field. The typical entry-level position in a business firm would be junior research analyst (for BBAs) or research analyst (for MBAs or MMRs). The junior analyst and the research analyst learn about the particular industry and receive training from a senior staff member, usually the marketing research manager. The junior analyst position includes a training program to prepare individuals for the responsibilities of a research analyst, including coordinating with the marketing department and sales force to develop goals for product exposure. The research analyst responsibilities include checking all data for accuracy, comparing and contrasting new research with established norms, and analyzing primary and secondary data for the purpose of market forecasting. As these job titles indicate, people with a variety of backgrounds and skills are needed in marketing research. Technical specialists such as statisticians obviously need strong backgrounds in statistics and data analysis. Other positions, such as research director, call for managing the work of others and require more general skills. To prepare for a career in marketing research, students usually:
Corporate hierarchy
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Notes1. ^The Definition of Marketing, American Marketing Association. http://www.marketingpower.com/AboutAMA/Pages/DefinitionofMarketing.aspx. Retrieved 2011-12-02. Approved by the AMA Board of Directors in October 2007, the Marketing Accountability Standards Board (MASB) endorses this definition as part of its ongoing Common Language in Marketing Project. 2. ^{{Citation | last = McDonald | first = Malcolm | title = Marketing Plans | place = Oxford, England | publisher = Butterworth-Heinemann | year = 2007 | edition = 6th | url = https://books.google.com/books?id=os0K20MsepoC&pg=PA364&dq=%22market+research+vs.+marketing+research%22&q= | isbn = 978-0-7506-8386-9 }} 3. ^http://www.nielsenmedia.com/nc/portal/site/Public/menuitem.d7deb7344c5a8ffe818e6c1047a062a0/?vgnextoid=10097f5e82854010VgnVCM100000880a260aRCRD 4. ^{{Citation | last = Malhotra | first = Naresha K. | author-link = | author2-link = | title = Basic Marketing Research: A Decision-Making Approach | place = Upper Saddle River, NJ | publisher = Prentice Hall | year = 2002 | volume = | edition = | url = | doi = | isbn = 978-0-13-376856-5 | id = . . }} 5. ^{{Citation | last = Twedt | first = Dick Warren | author-link = | author2-link = | title = 1983 Survey of Marketing Research | place = Chicago | publisher = American Marketing Association | year = 1983 | volume = | edition = | url = | doi = | isbn = }} 6. ^Nair, S.E., Market Research: Text and Cases, 2nd ed., Himalaya Publishing House, 2014, p. 21 [www.himpub.com/documents/Chapter873.pdf Online:] 7. ^Braudel, F. and Reynold, S., The Wheels of Commerce: Civilization and Capitalism, 15th to 18th Century, Berkely, CA, University of California Press, 1992 8. ^Backscheider, P.R., Daniel Defoe: His Life, Baltimore, Maryland, Johns Hopkins University Press, 1989 9. ^Tedlow, R.A. and Jones, G., The Rise and Fall of Mass Marketing, Routledge, N.Y., 1993, Chapter 2 10. ^Fullerton, R.A., "Segmentation Strategies and Practices in the 19th-Century German Book Trade: A Case Study in the Development of a Major Marketing Technique", in Historical Perspectives in Consumer Research: National and International Perspectives, Jagdish N. Sheth and Chin Tiong Tan (eds), Singapore, Association for Consumer Research, pp 135-139 11. ^Pressland, David, Book of Penny Toys, Pei International, 1991; Cross, G., Kids' Stuff: Toys and the Changing World of American Childhood, Harvard University Press, 2009, pp 95-96 12. ^Lockley, L.K., "Notes on the History of Marketing Research,' Journal of Marketing, vol. 14, no. 5, 1950, pp. 733-736 [https://www.jstor.org/stable/1246952?seq=1#fndtn-page_scan_tab_contents Online: Also note that some sources provide an earlier date of 1879 for this event; See for instance: Kenneth E. Clow, Karen E. James, Essentials of Marketing Research: Putting Research Into Practice, p. 10 [but the first cited source is more likely to be reliable because journal articles are peer-reviewed, while text-books do not undergo rigorous reviewing and as a consequence are more error-prone] 13. ^1 Jones, G.D.B. and Tadajewski, M. (eds), The Routledge Companion to Marketing History, Oxon, Routledge, 2016, p. 66 14. ^Lockley, L.C., "Notes on the History of Marketing Research", Journal of Marketing, Vol. 14, No. 5, 1950, pp. 733–736 15. ^Nair, S., Market Research: Text and Cases, 2nd ed., Himalaya Publishing House, 2014 16. ^Boorstin, J. D., Charles Coolidge Parlin, in: The Americans: The Democratic Experience, Random House, 1974, [e-book edition], n.p. 17. ^Lockley, L.C., "Notes on the History of Marketing Research", Journal of Marketing, vol. 14, no. 5, 1950, p. 71 18. ^Wilson B. S. and Levy, J., "A History of the Concept of Branding: Practice and Theory", Journal of Historical Research in Marketing, vol. 4, no. 3, 2012, pp. 347-368; DOI:10.1108/17557501211252934 19. ^1 Lockley, L.C., "Notes on the History of Marketing Research," Journal of Marketing, vol. 14, no. 5, 1950, pp. 733-736 [https://www.jstor.org/stable/1246952?seq=1#fndtn-page_scan_tab_contents Online:] 20. ^1 Petty, R.D., "A History of Brand Identity Protection and Brand Marketing," in: D.G. Brian Jones, Mark Tadajewski (eds), The Routledge Companion to Marketing History, Oxon, Routledge, 2016, p. 108 21. ^Bakker, F., "Building Knowledge about the Consumer: The Emergence of Market Research in the Motion Picture Industry," Business History, vol. 45, no. 1, 2003, pp 101-127 22. ^American Marketing Association (AMA), [https://www.ama.org/resources/Best-Practices/Pages/Father-of-Research.aspx. Online:] 23. ^Karmasin, H., "Ernest Dichter’s Studies on Automobile Marketing," in: Schwarzkopf, S. and Gries, R. (eds.), Ernest Dichter and Motivation Research: New Perspectives on the Making of Post-war Consumer Culture, Palgrave Macmillan, 2010, p. 109-125 24. ^Clow, K.E. and James, K.E., Essentials of Marketing Research: Putting Research Into Practice, Thousand Oaks, Ca, Sage, 2010 p. 10 25. ^Nair, S. R. Market Research: Text and Cases, 2nd ed., Himalaya Publishing House, 2014 [www.himpub.com/documents/Chapter873.pdf Online:] 26. ^Wind, Y. and Green, P.E. "Paul Green and a Brief History of Marketing Research", in: Wind Y. and Green P.E. (eds), Marketing Research and Modeling: Progress and Prospects. International Series in Quantitative Marketing, vol 14, Boston, MA, Springer, 2004, pp 1-13 27. ^{{cite journal|url=http://www.forecastingprinciples.com/paperpdf/Hypotheses%20in%20Marketing%20Science.pdf | title = Hypotheses in Marketing Science: Literature Review and Publication Audit| author = J. Scott Armstrong, Roderick J. Brodie and Andrew G. Parsons | journal = Marketing Letters | volume = 12 | issue = 2 | pages = 171–187 | year = 2001 | doi=10.1023/a:1011169104290}} 28. ^{{cite journal | url = http://marketing.wharton.upenn.edu/ideas/pdf/armstrong2/policies.pdf | title = Principles Involving Marketing Policies: An Empirical Assessment | author = J. Scott Armstrong and Randall L. Schultz | journal = Marketing Letters | volume = 4 | issue = 3 | pages = 253–265 | year = 1993 | doi = 10.1007/bf00999231 | deadurl = yes | archiveurl = https://web.archive.org/web/20101217085615/http://marketing.wharton.upenn.edu/ideas/pdf/armstrong2/policies.pdf | archivedate = 2010-12-17 | df = | citeseerx = 10.1.1.37.7299 }} 29. ^Marketing Research: An Applied Orientation 2006 (5th Edition) by Naresh Malhotra. {{ISBN|0-13-222117-9}} 30. ^Business-to-Business Marketing By Paul Hague, Nick Hague and Matt Harrison (undated) accessed October 9, 2006 31. ^1 2 {{Citation | last = Boudreaux | first = Michael | author-link = | author2-link = | title = Prepare for Your Future in Marketing, Your Interviews, and Something 'Extra' | journal = Student Edition Marketing News | volume = | issue = 2 | pages = 3–4 | date = March 1984 | url = | doi = }} 32. ^{{Citation | last = Kinnear | first = Thomas C. | author-link = | last2 = Root | first2 = Ann R. | author2-link = | title = 1988 Survey of Marketing Research | place = Chicago | publisher = American Marketing Association | year = 1988 | volume = | edition = | url = | doi = | isbn = }} References
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