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Outline
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Chapter 4
  • Consumer Behavior, Market Research, and Advertisement
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Learning Objectives
  • Describe the factors that influence consumer behavior online.
  • Understand the decision-making process of consumer purchasing online.
  • Describe how companies are building one-to-one relationships with customers.
  • Explain how personalization is accomplished online.
  • Discuss the issues of e-loyalty and e-trust in EC.
  • Describe consumer market research in EC.
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Learning Objectives
  • Describe Internet marketing in B2B, including organizational buyer behavior.
  • Describe the objectives of Web advertising and its characteristics.
  • Describe the major advertising methods used on the Web.
  • Describe various online advertising strategies and types of promotions.
  • Describe permission marketing, ad management, localization, and other advertising-related issues.
  • Understand the role of intelligent agents in consumer issues and advertising applications.
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Learning about
Consumer Behavior Online
  • A Model of Consumer Behavior Online
    • Independent (or uncontrollable) variables can be categorized as personal characteristics and environmental characteristics
    • Intervening (or moderating) variables are variables within the vendors’ control. They are divided into market stimuli and EC systems
    • The decision-making process is influenced by the independent and intervening variables. This process ends with the buyers’ decisions resulting from the decision-making process
    • The dependent variables describe types of decisions made by buyers
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Learning about
Consumer Behavior Online
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Learning about
Consumer Behavior Online
    • The independent variables
      • Personal characteristics
      • Environmental variables
      • Social variables
      • Cultural/community variables
      • Other environmental variables
    • The intervening (moderating) variables
    • The dependent variables: the buying decisions
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The Consumer
Decision-Making Process
  • Roles people play in the decision-making process
    • Initiator
    • Influencer
    • Decider
    • Buyer
    • User

  • A Generic Purchasing-Decision Model
    • Need identification
    • Information search
    • Evaluation of alternatives,
    • Purchase and delivery
    • Post-purchase behavior
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The Consumer
Decision-Making Process
  • A Customer Decision Model in Web Purchasing
    • Can be supported by both Consumer Decision Support System (CDSS) facilities and Internet and Web facilities
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Mass Marketing, Market Segmentation, and One-to-One Marketing
  • one-to-one marketing
  • Marketing that treats each customer in a unique way
  • Mass Marketing
    • Marketing efforts traditionally were targeted to everyone
    • Targeted marketing—marketing and advertising efforts targeted to groups (market segmentation) or to individuals (one-to-one)—is a better approach

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Mass Marketing, Market Segmentation, and One-to-One Marketing
  • market segmentation
  • The process of dividing a consumer market into logical groups for conducting marketing research and analyzing personal information


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Mass Marketing, Market Segmentation, and One-to-One Marketing
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Mass Marketing, Market Segmentation, and One-to-One Marketing
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Personalization, Loyalty,
Trust, and Satisfaction in EC
  • personalization
  • The matching of services, products, and advertising content with individual consumers and their preferences
  • The major strategies used to compile user profiles include the following:
    • Solicit information directly from the user
    • Observe what people are doing online
    • Build from previous purchase patterns
    • Make inferences
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Personalization, Loyalty,
Trust, and Satisfaction in EC
  • user profile
  • The requirements, preferences, behaviors, and demographic traits of a particular customer
  • cookie
  • A data file that is placed on a user’s hard drive by a remote Web server, frequently without disclosure or the user’s consent, that collects information about the user’s activities at a site
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Personalization, Loyalty,
Trust, and Satisfaction in EC
  • Customer Loyalty
    • e-loyalty
    • Customer loyalty to an e-tailer or loyalty programs delivered online or supported electronically


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Personalization, Loyalty,
Trust, and Satisfaction in EC
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Personalization, Loyalty,
Trust, and Satisfaction in EC
  • trust
  • The psychological status of willingness to depend on another person or organization
    • How to increase trust in EC
      • Affiliate with an objective third party
      • Establish trustworthiness

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Personalization, Loyalty,
Trust, and Satisfaction in EC
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Market Research for EC
  • Methods for Conducting Market Research Online
    • Market research that uses the Internet frequently is faster and more efficient and allows the researcher to access a more geographically diverse audience
    • Web market researchers can conduct a very large study much more cheaply than with other methods
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Market Research for EC
    • What are marketers looking for in EC market research?
      • What are the purchase patterns for individuals and groups (market segmentation)?
      • What factors encourage online purchasing?
      • How can we identify those who are real buyers from those who are just browsing?
      • How does an individual navigate—does the consumer check information first or do they go directly to ordering?
      • What is the optimal Web page design?
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Market Research for EC


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Market Research for EC
  • Market research for one-to-one approaches
    • Direct solicitation of information (surveys, focus groups)
    • Observing what customers are doing on the Web
    • Collaborative filtering

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Market Research for EC
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Market Research for EC
    • Observing Customers
      • transaction log
      • A record of user activities at a company’s Web site
      • clickstream behavior
      • Customer movements on the Internet
      • Web bugs
      • Tiny graphics files embedded in e-mail messages and in Web sites that transmit information about users and their movements to a Web server
      • spyware
      • Software that gathers user information over an Internet connection without the user’s knowledge
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Market Research for EC
    • clickstream data
    • Data that occur inside the Web environment; they provide a trail of the user’s activities (the user’s clickstream behavior) in the Web site
    • clickstream data
    • Data that occur inside the Web environment; they provide a trail of the user’s activities (the user’s clickstream behavior) in the Web site
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Market Research for EC
    • collaborative filtering
    • A market research and personalization method that uses customer data to predict, based on formulas derived from behavioral sciences, what other products or services a customer may enjoy; predictions can be extended to other customers with similar profiles


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Market Research for EC
    • Variations of collaborative filtering include:
      • Rule-based filtering
      • Content-based filter
      • Content-based filter
    • Legal and ethical issues in collaborative filtering
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Market Research for EC
  • Limitations of Online Market Research and How to Overcome Them
    • To use data properly, one needs to organize, edit, condense, and summarize it, which is expensive and time consuming
    • The solution to this problem is to automate the process by using data warehousing and data mining known as business intelligence
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Market Research for EC
  • Biometric Marketing
    • biometrics
    • An individual’s unique physical or behavioral characteristics that can be used to identify an individual precisely (e.g., fingerprints)
  • Organizational Buyer Behavior
    • A Behavioral Model of Organizational Buyers
      • An organizational influences module is added to the B2B model
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Internet Marketing in B2B
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Internet Marketing in B2B
  • Methods for B2B Online Marketing
    • Targeting customers
    • Electronic wholesalers
    • Other B2B marketing services
      • Digital cement
      • National systems
      • Businesstown
    • Affiliate Programs
    • Infomediaries
    • Online Data Mining Services
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Web Advertising
  • interactive marketing
  • Online marketing, facilitated by the Internet, by which marketers and advertisers can interact directly with customers and consumers can interact with advertisers/vendors
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Web Advertising
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Web Advertising
  • Some Internet Advertising Terminology
    • ad views
    • The number of times users call up a page that has a banner on it during a specific period; known as impressions or page views
    • click (click-through or ad click)
    • A count made each time a visitor clicks on an advertising banner to access the advertiser’s Web site
    • CPM (cost per thousand impressions)
    • The fee an advertiser pays for each 1,000 times a page with a banner ad is shown
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Web Advertising
    • conversion rate
    • The percentage of clickers who actually make a purchase
    • click-through rate (or ratio)
    • The percentage of visitors who are exposed to a banner ad and click on it
    • click-through ratio
    • The ratio between the number of clicks on a banner ad and the number of times it is seen by viewers; measures the success of a banner in attracting visitors to click on the ad


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Web Advertising
    • hit
    • A request for data from a Web page or file
    • visit
    • A series of requests during one navigation of a Web site; a pause of a certain length of time ends a visit
    • unique visits
    • A count of the number of visitors entering a site, regardless of how many pages are viewed per visit
    • stickiness
    • Characteristic that influences the average length of time a visitor stays in a site


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Web Advertising
  • Precise targeting
  • Interactivity
  • Rich media (grabs attention)
  • Cost reduction
  • Customer acquisition
  • Personalization
  • Timeliness
  • Location-basis
  • Linking
  • Digital branding
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Web Advertising
  • advertising networks
  • Specialized firms that offer customized Web advertising, such as brokering ads and targeting ads to select groups of consumers


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Online Advertising Methods
  • banner
  • On a Web page, a graphic advertising display linked to the advertiser’s Web page
  • keyword banners
  • Banner ads that appear when a predetermined word is queried from a search engine
  • random banners
  • Banner ads that appear at random, not as the result of the user’s action
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Online Advertising Methods
  • banner swapping
  • An agreement between two companies to each display the other’s banner ad on its Web site
  • banner exchanges
  • Markets in which companies can trade or exchange placement of banner ads on each other’s Web sites
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Online Advertising Methods
  • pop-up ad
  • An ad that appears in a separate window before, after, or during Internet surfing or when reading e-mail
  • pop-under ad
  • An ad that appears underneath the current browser window, so when the user closes the active window the ad is still on the screen
  • interstitial
  • An initial Web page or a portion of it that is used to capture the user’s attention for a short time while other content is loading


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Online Advertising Methods
  • E-Mail Advertising
    • E-mail advertising management
    • E-mail advertising methods and successes
  • Newspaper-Like and Classified Ads
  • Search Engine Advertisement
    • Improving a company’s search-engine ranking (optimization)
    • Paid search-engine inclusion
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Online Advertising Methods
    • associated ad display (text links)
    • An advertising strategy that displays a banner ad related to a key term entered in a search engine
    • Google—The online advertising king
  • Advertising in Chat Rooms, Blogs, and Social Networks


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Online Advertising Methods
  • Other Forms of Advertising
    • advertorial
    • An advertisement “disguised” to look like editorial content or general information
    • Advertising in newsletters
    • Posting press releases online
    • advergaming
    • The practice of using computer games to advertise a product, an organization, or a viewpoint


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Advertising Strategies
and Promotions Online
  • affiliate marketing
  • A marketing arrangement by which an organization refers consumers to the selling company’s Web site
  • With the ads-as-a-commodity approach, people are paid for time spent viewing an ad
  • viral marketing
  • Word-of-mouth marketing by which customers promote a product or service by telling others about it
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Advertising Strategies
and Promotions Online
    • Webcasting
    • A free Internet news service that broadcasts personalized news and information, including seminars, in categories selected by the user
  • Online Events, Promotions, and Attractions
    • Live Web Events
    • Admediation
      • admediaries
      • Third-party vendors that conduct promotions, especially large-scale ones
    • Selling space by pixels
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Advertising Strategies
and Promotions Online
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Special Advertising Topics
  • PERMISSION ADVERTISING
    • spamming
    • Using e-mail to send unwanted ads (sometimes floods of ads)
    • permission advertising (permission marketing)
    • Advertising (marketing) strategy in which customers agree to accept advertising and marketing materials (known as “opt-in”)
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Special Advertising Topics
  • Advertisement as a Revenue Model
  • Measuring Online Advertising’s Effectiveness
  • ad management
  • Methodology and software that enable organizations to perform a variety of activities involved in Web advertising (e.g., tracking viewers, rotating ads)
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Special Advertising Topics
  • localization
  • The process of converting media products developed in one environment (e.g., country) to a form culturally and linguistically acceptable in countries outside the original target market
  • Internet radio
  • A Web site that provides music, talk, and other entertainment, both live and stored, from a variety of radio stations
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Special Advertising Topics
  • Wireless Advertising







  • Ad Content
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Software Agents in
Marketing and Advertising Applications
  • A Framework for Classifying EC Agents
    • Agents that support need identification (what to buy)
    • Agents that support product brokering (from whom to buy)
    • Agents that support merchant brokering and comparisons
    • Agents that support buyer–seller negotiation
    • Agents that support purchase and delivery
    • Agents that support after-sale service and evaluation
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Software Agents in
Marketing and Advertising Applications
  • Character-Based Animated Interactive Agents
    • avatars
    • Animated computer characters that exhibit humanlike movements and behaviors
    • social computing
    • An approach aimed at making the human–computer interface more natural
    • chatterbots
    • Animation characters that can talk (chat)
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Managerial Issues
  • Do we understand our customers?
  • Should we use intelligent agents?
  • Who will conduct the market research?
  • Are customers satisfied with our Web site?
  • Can we use B2C marketing methods and research in B2B?
  • How do we decide where to advertise?
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Managerial Issues
  • What is our commitment to Web advertising, and how will we coordinate Web and traditional advertising?
  • Should we integrate our Internet and non-Internet marketing campaigns?
  • What ethical issues should we consider?
  • Are any metrics available to guide advertisers?
  • Which Internet marketing/advertising channel to use?