SlideShare une entreprise Scribd logo
1  sur  24
Customer Relationship
                       Management
                   A Databased Approach

                             V. Kumar
                          Werner J. Reinartz

                    Instructor’s Presentation Slides




www.drvkumar.com                                  Copyright Dr. V. Kumar,
Chapter Fourteen




                   Impact of CRM on Marketing
                             Channels




www.drvkumar.com                          Copyright Dr. V. Kumar,
Topics Discussed

 •   Role of traditional channels in customer relationships

 •   Emerging channel trends that impact CRM

 •   Recent opportunities and challenges for CRM with respect to
     distribution channels

 •   Implications for CRM

 •   CRM through direct channel

 •   Drivers and Behavioral Characteristics of multi-channel buying




www.drvkumar.com                                       Copyright Dr. V. Kumar,
Channels

  •   “Flow” of the organization’s offerings, e.g. physical goods or
      information, to the ultimate end users (“end customer”), as well as
      that of sales proceeds or realizations from the customer back to the
      marketing firm

  •   “Marketing or distribution channels”:

       – All entities (e.g. distributors, wholesalers, retailers, broker, agents, etc.)
          that perform certain functions for the marketing firm

  •   “Communication or contact channels”:

       – Convey information to the customers to raise their awareness about the
          firm’s products and services and persuade them to make purchases


www.drvkumar.com                                                Copyright Dr. V. Kumar,
Channel Management


                                          Distribution Channels:
                                        Managing the flow of goods and
                                        services from manufacturer to
                                        end-user


                   Channel Management
                           of:
                                             Contact Channels:
                                        Managing the flow of information
                                        between any two parties, using
                                        one or more contact modes




www.drvkumar.com                                    Copyright Dr. V. Kumar,
Customer Relationships:
              Direct, Upstream & Downstream

                                           DIRECT RELATIONSHIP
                                                   Goods
                                                  Information
                   Manufacturer                                       End Customer
                                                    Dollars




                                    Goods                           Goods
                                  Information     Channel          Information
                                        Dollars   Intermediaries     Dollars


              UPSTREAM                                                  DOWNSTREAM
             RELATIONSHIP                                               RELATIONSHIP
           (from channel perspective)                                 (from Channel perspective)




www.drvkumar.com                                                          Copyright Dr. V. Kumar,
Role of Traditional Channels in
                      Customer Relationships

 •   Indirect Customer relationship

      – Building a good working relationship with the channel member
         (Upstream Relationship)


      – Providing the channel member incentives to build a strong customer relationship
        (Downstream Relationship)

 •   Direct Customer relationship
      – Firm communicates product information to consumer through contact channels


      – Point of purchase advertising and promotions at the channel outlet (e.g. retail
        point) persuades consumer to make the purchase

      – Consumer information flows indirectly to the firm through the channel’s sales data

      – By building brand equity helps firms often try to build a “pseudo-relationship” with
        all prospective consumers
www.drvkumar.com                                                    Copyright Dr. V. Kumar,
Key Factors Affecting CRM through
                    Traditional Channels

 •   Incentives for coordinating information exchange

      – Eg: Procter & Gamble and Wal-Mart invested in EDI (Electronic Data
        Interchange) technology

      – Allowed Procter & Gamble access to real time customer data to forge customer
        relationships as well as reduce distribution costs

 •   Protecting the Interests of the Channels

      – Toyota Motor Corporation’s Lexus division required dealers to invest in facilities,
        systems and personnel required to deliver extraordinary customer service

      – Result: Lexus enabled its dealers to make several thousand dollars on the sale of
        each new car




www.drvkumar.com                                                   Copyright Dr. V. Kumar,
Challenges Facing CRM through
                       Traditional Channels
  •   Prevent Dilution of CRM strategies


       – Traditional intermediary entities make continual and direct interaction with end
          customer difficult
       – Private label promotions by retailers often go diametrically against customer
          relationship programs of the national brands

  •   Indirect Control of CRM through Channels

       – Vertical integration and strategic alliances by firms to control or align interests of
         their channels to their customer relationship strategy

  •   Eliciting Customer Information from all Channels for Central Processing

       – Lack of precise information about individual customers complicates CRM
          implementation
       – Since retailers often compete against one another, it is difficult for many firms to
          convince them to part with critical sales information that will be centrally
          processed by the firm
www.drvkumar.com                                                      Copyright Dr. V. Kumar,
Emerging Channel Trends that Impact CRM
 •   Proliferation of Direct Channels

      – Firms have direct access to the end-customers

      – Firms can recognize at every instance of interaction a prior customer

      – Interaction through a technology enabled channel, enables firm to record and
        store all relevant information about the customer

      – Avoids trouble of negotiating with, providing incentives to, and training a third-
        party channel member, such as a retailer

 •   Media channel proliferation and emergence of multi-channel shoppers

      – People change their channel habits and different consumers derive differing
        benefits from different channels

      – New channels allow agents other than the firm and its dedicated marketing
         channels to transmit or even broadcast information related to the firm or product


www.drvkumar.com                                                     Copyright Dr. V. Kumar,
Recent Opportunities and Challenges for CRM

  •   Opportunities for increasing returns for CRM

       – Widening Coverage of the Consumer Population
       – Improved Customer Information for the Firm
       – Lower dependency on Specific Channel Partners
       – Customer Self-selection across Channels and Individualization

  •   New challenges for the firm to benefit from CRM

       – Media Planning becoming increasingly difficult
       – Consistency in service level and the need for IT systems
       – Channel Conflict and Channel Differentiation




www.drvkumar.com                                          Copyright Dr. V. Kumar,
Impact of Emerging Channel Environment
                   on CRM
               OPPORTUNITIES                                        CHALLENGES
  Access to a larger number of consumers             Re-engineering IT systems and physical logistics
                                                     each time a new channel emerges and captures
                                                     the customer’s imagination

  Multi-channel habits of consumers                  Media dilution and message dissonance across
                                                     different channels

  Direct and customized interaction with customers   Multi-channel conversation with the consumers –
  over different channels nurturing differentiated   Inter-channel coordination problems: problems in
  customer relationships                             managing integrated marketing communications


  Customer self-selection into channels –            Channel conflict– multi channel interaction with
  individualization and segmentation                 consumers can lead to conflict of interest among
                                                     competing channels for the same share of
                                                     customer contact or service

  Channel specialization – each performing a         Possible rise in consumer expectation of product or
  different channel function can mitigate channel    service quality
  conflict



www.drvkumar.com                                                         Copyright Dr. V. Kumar,
Implications for CRM
 •   Electronic channels and availability of precise customer information

      – Possible to individualize the marketing mix offering including products and
         services more precisely to each customer
      – Opportunities to sell complementary products

      – Sophisticated customer databases may also allow firms to conceive and test
        market new products to meet needs of the customers


 •   Seamless Customer Information Systems

      – Marketing proposition and initiatives remain consistent to a particular end
         customer across channels

 •   Co-opetition among Channels
      – Co-operation in terms of exchange and availability of customer information across
        channels


www.drvkumar.com                                                   Copyright Dr. V. Kumar,
Customer Relationships through
                 Differentiated Channels
       Channel Function      Customer Decision Stage          Preferred Channel


        Facilitate search           Awareness                   Channel 1
                                                Learning
        Inventory Control                                       Channel 2
                                       Trial
                                                                Channel 3
          Transaction                           Evaluation
                                      Repeat                    Channel 4
                                     Purchase
        Point of Purchase                                       Channel 5




  Mass media and the internet can perform efficiently as Channel 1
  A well-trained sales force can be more effective as channels 2 & 3.
  Word-of-mouth plays a greater role as Channel 4

www.drvkumar.com                                             Copyright Dr. V. Kumar,
CRM through a Direct Channel – the Internet


 •   Communication and Sales
      – Broadcasted as well as customized marketing communication
      – Low cost (direct) channel for transacting business



 •   Auto-Segmentation

      – Automatically targets a certain segment of consumers - younger, more
        educated, with a higher than average income, and probably with a lower
        base rate loyalty




www.drvkumar.com                                             Copyright Dr. V. Kumar,
CRM through a Direct Channel –
                    the Internet (contd.)

  •   Channel Specialization and Differentiation on the Internet:

       – Advertisers
       – Incentive providers
       – Bargain discounters
       – Infomediaries
       – Free offerer
       – Recommendation systems
       – Track user navigation and habits for targeted advertising




www.drvkumar.com                                           Copyright Dr. V. Kumar,
Drivers and Characteristics of Multi-channel Buying

         Customer Characteristics


     •Cross-buying
     •Returns                                                    Behavioral
     •Customer Initiated Contacts                               Characteristics
     •Number of Web Based Contacts
     •Tenure                                                 •Revenues
     •Purchase Frequency                                     •Share of Wallet
                                                             •Past Customer
       Supplier Specific Factors
                                             Multi-channel    Value

     •Number of different contact channels
                                               Buying        •Likelihood to Stay
                                                             Active
     •Type of Contact Channel
     •Contact Channel Mix


        Customer Demographics
     •Number of Employees
     •Annual Sales
     •Industry Category


www.drvkumar.com                                              Copyright Dr. V. Kumar,
Customer Characteristics
•   Cross Buying:


     – Defined as the number of different product categories that a customer has bought

     – Familiarity with a brand or firm is expected to reduce the perceived risk in
       customer purchases leading to a higher degree of multi-channel buying

•   Returns:

     – Returns are expected to be positively associated with multi-channel buying until a
       certain threshold, beyond which an increase in the number of returns can lead to
       a decrease in the motivation to shop across multiple channels

     – Therefore an inverted “U”-shaped relationship is expected between returns and
       multi-channel buying

•   Customer-Initiated Contacts:

    – Higher degree of customer- initiated contacts are associated with multi-channel
www.drvkumar.com to higher degree of familiarity with the firm and the various channels of
        buying due                                                  Copyright Dr. V. Kumar,
Customer Characteristics (contd.)

  •   Purchase Frequency:

      – We can expect that the higher the purchase frequency of a customer
         the higher the likelihood of multi-channel buying

  •   Frequency of Web-Based Contacts:
      – Awareness of a supplier’s Website indicates customer willingness to
        utilize new technology, hence we can expect that the higher the
        frequency of web-based contacts, the higher the likelihood of
         multi-channel buying


  •   Customer tenure:

      – The longer the tenure of a customer with a firm, the higher is the
        likelihood of their buying from multiple channels
www.drvkumar.com                                             Copyright Dr. V. Kumar,
Supplier Factors

 •   Number of Channels used for Contact:

      – Supplier contacts through multiple channels can inform a customer about
        the multitude of options available for purchasing products


      – Suppliers can use their contact strategy in one channel to migrate
        customers to other channels

      – The higher the number of different communication channels a supplier
        uses to contact a customer, the higher the likelihood of multi-channel
        buying




www.drvkumar.com                                           Copyright Dr. V. Kumar,
Supplier Factors (contd.)
  •   Type of Contact Channel:
       – One-way communication: E.g. direct mail : unidirectional, limited in
         content, and non-personal
       – Two-way communications:
            • Firms can gain greater understanding of customer needs and/or preferences
            • Educate customers on the various channels available for making transactions
            • Respond to customer predilections

       – Contacts via more interpersonal channels can be expected to have a
         greater positive impact on multi-channel buying

  •   Contact Mix Interactions

       – Positive synergistic effect on multi-channel buying can be expected by contacting
         through more than one channel due to the mutual reinforcement of the message
         delivered through different contact channels at the same time



www.drvkumar.com                                                 Copyright Dr. V. Kumar,
Behavioral Characteristics
 •   Sample of customers divided into two segments:

      – Customers who have shopped in more than one channel (Segment A)

      – Customers who have shopped in only one channel (Segment B)


 •   Findings:

      – The difference between the two segments in likelihood to stay active is
        significantly different and higher for the multi-channel buyer

      – The mean revenue of multi-channel buyers is significantly higher than the
        mean revenue of customers who shop in a single channel

      – The mean share of wallet for multi-channel customers is higher than the
        single channel customer



www.drvkumar.com                                           Copyright Dr. V. Kumar,
Synopsis of Empirical Findings
 •   Customers more likely to shop in multiple channels are those:
      – Who buy across multiple product categories

      – Initiate more contacts with the firm

      – Have past experience with the supplier through the online channel
      – Have longer tenure

      – Purchase more frequently

      – Are larger


      – Have been communicated to by the supplier through multiple
        communication channels, especially through highly interpersonal
        channels

 •   Evidence for a nonlinear relationship between returns and multi-
www.drvkumar.com                                          Copyright Dr. V. Kumar,
Summary

 •   Customer relationships are created and sustained through marketing
     channels

 •   For a successful CRM strategy directed at the final customer, conventional
     channels structure has to provide incentives for coordinating information
     exchange while integrating their downstream channel partners’ interests


 •   CRM demands that customer information from different contact channels be
     centrally processed by the firm and forms a critical input to the planning and
     execution of the physical distribution of the goods


 •   Multi-channel buyers are likely to provide higher revenues, higher share of
     wallet, have higher past customer value, and have a higher likelihood of being
     active than single channel shoppers


www.drvkumar.com                                             Copyright Dr. V. Kumar,

Contenu connexe

Tendances

Chapter 1 brands and brand management
Chapter 1   brands and brand managementChapter 1   brands and brand management
Chapter 1 brands and brand managementgabbsy
 
Strategic Brand Management Chapter 1
Strategic Brand Management Chapter 1Strategic Brand Management Chapter 1
Strategic Brand Management Chapter 1ASAD ALI
 
Customer Relationship Management
Customer Relationship ManagementCustomer Relationship Management
Customer Relationship ManagementMishaalhk
 
Belch 10e ch01_ppt
Belch 10e ch01_pptBelch 10e ch01_ppt
Belch 10e ch01_pptBabar Hayat
 
Integrated Marketing Communication
Integrated Marketing CommunicationIntegrated Marketing Communication
Integrated Marketing Communicationsingh.the.hacker
 
Integrated marketing communication
Integrated marketing communicationIntegrated marketing communication
Integrated marketing communicationPerkha Khan
 
IMC Participants & Partners by Amitabh Mishra
IMC Participants & Partners by Amitabh MishraIMC Participants & Partners by Amitabh Mishra
IMC Participants & Partners by Amitabh MishraDr. Amitabh Mishra
 
Customer Relationship Management
Customer Relationship ManagementCustomer Relationship Management
Customer Relationship ManagementDr. Praveen Pillai
 
Service development and design
Service development and design Service development and design
Service development and design Dr. Sneha Sharma
 
Sales force automation
Sales force automationSales force automation
Sales force automationdamith87
 
IMC PLANNING by Amitabh Mishra
IMC PLANNING by Amitabh MishraIMC PLANNING by Amitabh Mishra
IMC PLANNING by Amitabh MishraDr. Amitabh Mishra
 
Customer relationship marketing
Customer relationship marketingCustomer relationship marketing
Customer relationship marketingravneetubs
 
Chap02 The Role Of Imc In The Marketing Process
Chap02  The Role Of Imc In The Marketing ProcessChap02  The Role Of Imc In The Marketing Process
Chap02 The Role Of Imc In The Marketing ProcessPhoenix media & event
 
Chapter 3: Strategic CRM
Chapter 3: Strategic CRMChapter 3: Strategic CRM
Chapter 3: Strategic CRMitsvineeth209
 

Tendances (20)

Chapter 1 brands and brand management
Chapter 1   brands and brand managementChapter 1   brands and brand management
Chapter 1 brands and brand management
 
Strategic Brand Management Chapter 1
Strategic Brand Management Chapter 1Strategic Brand Management Chapter 1
Strategic Brand Management Chapter 1
 
Crm
CrmCrm
Crm
 
Customer Relationship Management
Customer Relationship ManagementCustomer Relationship Management
Customer Relationship Management
 
Belch 10e ch01_ppt
Belch 10e ch01_pptBelch 10e ch01_ppt
Belch 10e ch01_ppt
 
Integrated Marketing Communication
Integrated Marketing CommunicationIntegrated Marketing Communication
Integrated Marketing Communication
 
Marketing Communication Process
Marketing Communication ProcessMarketing Communication Process
Marketing Communication Process
 
Integrated marketing communication
Integrated marketing communicationIntegrated marketing communication
Integrated marketing communication
 
IMC Participants & Partners by Amitabh Mishra
IMC Participants & Partners by Amitabh MishraIMC Participants & Partners by Amitabh Mishra
IMC Participants & Partners by Amitabh Mishra
 
Brand Equity Ppt
Brand Equity PptBrand Equity Ppt
Brand Equity Ppt
 
Customer Relationship Management
Customer Relationship ManagementCustomer Relationship Management
Customer Relationship Management
 
Service development and design
Service development and design Service development and design
Service development and design
 
Retail formats
Retail formatsRetail formats
Retail formats
 
Sales force automation
Sales force automationSales force automation
Sales force automation
 
IMC PLANNING by Amitabh Mishra
IMC PLANNING by Amitabh MishraIMC PLANNING by Amitabh Mishra
IMC PLANNING by Amitabh Mishra
 
Customer relationship marketing
Customer relationship marketingCustomer relationship marketing
Customer relationship marketing
 
Chap02 The Role Of Imc In The Marketing Process
Chap02  The Role Of Imc In The Marketing ProcessChap02  The Role Of Imc In The Marketing Process
Chap02 The Role Of Imc In The Marketing Process
 
Sales & Distribution
Sales & DistributionSales & Distribution
Sales & Distribution
 
Product life cycle
Product life cycleProduct life cycle
Product life cycle
 
Chapter 3: Strategic CRM
Chapter 3: Strategic CRMChapter 3: Strategic CRM
Chapter 3: Strategic CRM
 

Similaire à Chapter 14: Impact of CRM on Marketing Channels

Impact of customer relationship management on distribution channel
Impact of customer relationship management on distribution channelImpact of customer relationship management on distribution channel
Impact of customer relationship management on distribution channelSana Fatima
 
Crm the road to crm riches accenture
Crm the road to crm riches accentureCrm the road to crm riches accenture
Crm the road to crm riches accentureMarcus Vannini
 
CRM managment
CRM managmentCRM managment
CRM managmentbhavesh
 
Chapter 7: Using Databases
Chapter 7: Using DatabasesChapter 7: Using Databases
Chapter 7: Using Databasesitsvineeth209
 
coMMERCE rELATED fILE mANAGEMENT sCIENCES.pptx
coMMERCE rELATED fILE mANAGEMENT sCIENCES.pptxcoMMERCE rELATED fILE mANAGEMENT sCIENCES.pptx
coMMERCE rELATED fILE mANAGEMENT sCIENCES.pptxSameer63064
 
Bruce Thurston - Taking it to the Next Level
Bruce Thurston - Taking it to the Next LevelBruce Thurston - Taking it to the Next Level
Bruce Thurston - Taking it to the Next Levelasyma
 
Business Value Networks V1
Business Value Networks V1Business Value Networks V1
Business Value Networks V1eamonnmccormick
 
Customer relationship management and supply chain management
Customer relationship management and supply chain managementCustomer relationship management and supply chain management
Customer relationship management and supply chain managementRohit Kumar
 
Customer Relationship Management
Customer Relationship ManagementCustomer Relationship Management
Customer Relationship ManagementPriyaRamalingam5493
 
2nd revised mark man v57 prof. de ungria chap15 designing and managing integr...
2nd revised mark man v57 prof. de ungria chap15 designing and managing integr...2nd revised mark man v57 prof. de ungria chap15 designing and managing integr...
2nd revised mark man v57 prof. de ungria chap15 designing and managing integr...Ralph Raymund Pinon
 
2nd revised mark man v57 prof. de ungria chap15 designing and managing integr...
2nd revised mark man v57 prof. de ungria chap15 designing and managing integr...2nd revised mark man v57 prof. de ungria chap15 designing and managing integr...
2nd revised mark man v57 prof. de ungria chap15 designing and managing integr...Ralph Raymund Pinon
 
Data Quality and CRM
Data Quality and CRMData Quality and CRM
Data Quality and CRMUniserv
 
What Is Multi Channel Retail?: Benefits, Challenges and Impacts
What Is Multi Channel Retail?: Benefits, Challenges and ImpactsWhat Is Multi Channel Retail?: Benefits, Challenges and Impacts
What Is Multi Channel Retail?: Benefits, Challenges and ImpactsRizwan Tayabali
 
Designing & managing : Integrated marketing channels
Designing & managing : Integrated marketing channels Designing & managing : Integrated marketing channels
Designing & managing : Integrated marketing channels Anand Dabasara
 
Kotler-Keller - Marketing Management : Delivering Value
Kotler-Keller - Marketing Management : Delivering ValueKotler-Keller - Marketing Management : Delivering Value
Kotler-Keller - Marketing Management : Delivering ValueBenny Herlambang
 
MIS 13 Customer Relationship Management
MIS 13 Customer Relationship ManagementMIS 13 Customer Relationship Management
MIS 13 Customer Relationship ManagementTushar B Kute
 

Similaire à Chapter 14: Impact of CRM on Marketing Channels (20)

Impact of customer relationship management on distribution channel
Impact of customer relationship management on distribution channelImpact of customer relationship management on distribution channel
Impact of customer relationship management on distribution channel
 
Crm the road to crm riches accenture
Crm the road to crm riches accentureCrm the road to crm riches accenture
Crm the road to crm riches accenture
 
CRM managment
CRM managmentCRM managment
CRM managment
 
Chapter 7: Using Databases
Chapter 7: Using DatabasesChapter 7: Using Databases
Chapter 7: Using Databases
 
coMMERCE rELATED fILE mANAGEMENT sCIENCES.pptx
coMMERCE rELATED fILE mANAGEMENT sCIENCES.pptxcoMMERCE rELATED fILE mANAGEMENT sCIENCES.pptx
coMMERCE rELATED fILE mANAGEMENT sCIENCES.pptx
 
Bruce Thurston - Taking it to the Next Level
Bruce Thurston - Taking it to the Next LevelBruce Thurston - Taking it to the Next Level
Bruce Thurston - Taking it to the Next Level
 
Business Value Networks V1
Business Value Networks V1Business Value Networks V1
Business Value Networks V1
 
Naveen joshua
Naveen joshuaNaveen joshua
Naveen joshua
 
Customer relationship management and supply chain management
Customer relationship management and supply chain managementCustomer relationship management and supply chain management
Customer relationship management and supply chain management
 
Customer Relationship Management
Customer Relationship ManagementCustomer Relationship Management
Customer Relationship Management
 
crmnew-160425095952.pdf
crmnew-160425095952.pdfcrmnew-160425095952.pdf
crmnew-160425095952.pdf
 
2nd revised mark man v57 prof. de ungria chap15 designing and managing integr...
2nd revised mark man v57 prof. de ungria chap15 designing and managing integr...2nd revised mark man v57 prof. de ungria chap15 designing and managing integr...
2nd revised mark man v57 prof. de ungria chap15 designing and managing integr...
 
2nd revised mark man v57 prof. de ungria chap15 designing and managing integr...
2nd revised mark man v57 prof. de ungria chap15 designing and managing integr...2nd revised mark man v57 prof. de ungria chap15 designing and managing integr...
2nd revised mark man v57 prof. de ungria chap15 designing and managing integr...
 
Data Quality and CRM
Data Quality and CRMData Quality and CRM
Data Quality and CRM
 
What Is Multi Channel Retail?: Benefits, Challenges and Impacts
What Is Multi Channel Retail?: Benefits, Challenges and ImpactsWhat Is Multi Channel Retail?: Benefits, Challenges and Impacts
What Is Multi Channel Retail?: Benefits, Challenges and Impacts
 
Utilization of CRM for excellent library customer service
Utilization of CRM for excellent library customer serviceUtilization of CRM for excellent library customer service
Utilization of CRM for excellent library customer service
 
Designing & managing : Integrated marketing channels
Designing & managing : Integrated marketing channels Designing & managing : Integrated marketing channels
Designing & managing : Integrated marketing channels
 
Kotler-Keller - Marketing Management : Delivering Value
Kotler-Keller - Marketing Management : Delivering ValueKotler-Keller - Marketing Management : Delivering Value
Kotler-Keller - Marketing Management : Delivering Value
 
Crm
CrmCrm
Crm
 
MIS 13 Customer Relationship Management
MIS 13 Customer Relationship ManagementMIS 13 Customer Relationship Management
MIS 13 Customer Relationship Management
 

Plus de itsvineeth209

Evolution,Drivers Of Indian Retail
Evolution,Drivers Of Indian RetailEvolution,Drivers Of Indian Retail
Evolution,Drivers Of Indian Retailitsvineeth209
 
Intro To Tretailing 6.2.09
Intro To Tretailing 6.2.09Intro To Tretailing 6.2.09
Intro To Tretailing 6.2.09itsvineeth209
 
Indian Retail Sector
Indian Retail SectorIndian Retail Sector
Indian Retail Sectoritsvineeth209
 
Rm 10 Report Writing 2
Rm   10   Report Writing 2Rm   10   Report Writing 2
Rm 10 Report Writing 2itsvineeth209
 
Rm 6 Sampling Design
Rm   6   Sampling DesignRm   6   Sampling Design
Rm 6 Sampling Designitsvineeth209
 
Rm 1 Intro Types Research Process
Rm   1   Intro Types   Research ProcessRm   1   Intro Types   Research Process
Rm 1 Intro Types Research Processitsvineeth209
 
Rm 5 Methods Of Data Collection
Rm   5   Methods Of Data CollectionRm   5   Methods Of Data Collection
Rm 5 Methods Of Data Collectionitsvineeth209
 
Rm 4 Research Design
Rm   4   Research DesignRm   4   Research Design
Rm 4 Research Designitsvineeth209
 
Rm 2 Problem Identification
Rm   2   Problem IdentificationRm   2   Problem Identification
Rm 2 Problem Identificationitsvineeth209
 
Transportation Problem
Transportation ProblemTransportation Problem
Transportation Problemitsvineeth209
 
Transportation Problem
Transportation ProblemTransportation Problem
Transportation Problemitsvineeth209
 
Procedure Of Simplex Method
Procedure Of Simplex MethodProcedure Of Simplex Method
Procedure Of Simplex Methoditsvineeth209
 
North West Corner Rule
North   West Corner RuleNorth   West Corner Rule
North West Corner Ruleitsvineeth209
 

Plus de itsvineeth209 (20)

Green Marketing
Green MarketingGreen Marketing
Green Marketing
 
Evolution,Drivers Of Indian Retail
Evolution,Drivers Of Indian RetailEvolution,Drivers Of Indian Retail
Evolution,Drivers Of Indian Retail
 
Intro To Tretailing 6.2.09
Intro To Tretailing 6.2.09Intro To Tretailing 6.2.09
Intro To Tretailing 6.2.09
 
Indian Retail Sector
Indian Retail SectorIndian Retail Sector
Indian Retail Sector
 
Sampling Design
Sampling DesignSampling Design
Sampling Design
 
Sampling Design
Sampling DesignSampling Design
Sampling Design
 
Rm 10 Report Writing 2
Rm   10   Report Writing 2Rm   10   Report Writing 2
Rm 10 Report Writing 2
 
Rm 6 Sampling Design
Rm   6   Sampling DesignRm   6   Sampling Design
Rm 6 Sampling Design
 
Rm 1 Intro Types Research Process
Rm   1   Intro Types   Research ProcessRm   1   Intro Types   Research Process
Rm 1 Intro Types Research Process
 
Rm 5 Methods Of Data Collection
Rm   5   Methods Of Data CollectionRm   5   Methods Of Data Collection
Rm 5 Methods Of Data Collection
 
Rm 3 Hypothesis
Rm   3   HypothesisRm   3   Hypothesis
Rm 3 Hypothesis
 
Research Design
Research DesignResearch Design
Research Design
 
Rm 4 Research Design
Rm   4   Research DesignRm   4   Research Design
Rm 4 Research Design
 
Rm 2 Problem Identification
Rm   2   Problem IdentificationRm   2   Problem Identification
Rm 2 Problem Identification
 
Vam
VamVam
Vam
 
Transportation Problem
Transportation ProblemTransportation Problem
Transportation Problem
 
Transportation Problem
Transportation ProblemTransportation Problem
Transportation Problem
 
Simplex Method
Simplex MethodSimplex Method
Simplex Method
 
Procedure Of Simplex Method
Procedure Of Simplex MethodProcedure Of Simplex Method
Procedure Of Simplex Method
 
North West Corner Rule
North   West Corner RuleNorth   West Corner Rule
North West Corner Rule
 

Dernier

Memorándum de Entendimiento (MoU) entre Codelco y SQM
Memorándum de Entendimiento (MoU) entre Codelco y SQMMemorándum de Entendimiento (MoU) entre Codelco y SQM
Memorándum de Entendimiento (MoU) entre Codelco y SQMVoces Mineras
 
APRIL2024_UKRAINE_xml_0000000000000 .pdf
APRIL2024_UKRAINE_xml_0000000000000 .pdfAPRIL2024_UKRAINE_xml_0000000000000 .pdf
APRIL2024_UKRAINE_xml_0000000000000 .pdfRbc Rbcua
 
Cybersecurity Awareness Training Presentation v2024.03
Cybersecurity Awareness Training Presentation v2024.03Cybersecurity Awareness Training Presentation v2024.03
Cybersecurity Awareness Training Presentation v2024.03DallasHaselhorst
 
Organizational Structure Running A Successful Business
Organizational Structure Running A Successful BusinessOrganizational Structure Running A Successful Business
Organizational Structure Running A Successful BusinessSeta Wicaksana
 
8447779800, Low rate Call girls in Shivaji Enclave Delhi NCR
8447779800, Low rate Call girls in Shivaji Enclave Delhi NCR8447779800, Low rate Call girls in Shivaji Enclave Delhi NCR
8447779800, Low rate Call girls in Shivaji Enclave Delhi NCRashishs7044
 
Contemporary Economic Issues Facing the Filipino Entrepreneur (1).pptx
Contemporary Economic Issues Facing the Filipino Entrepreneur (1).pptxContemporary Economic Issues Facing the Filipino Entrepreneur (1).pptx
Contemporary Economic Issues Facing the Filipino Entrepreneur (1).pptxMarkAnthonyAurellano
 
Future Of Sample Report 2024 | Redacted Version
Future Of Sample Report 2024 | Redacted VersionFuture Of Sample Report 2024 | Redacted Version
Future Of Sample Report 2024 | Redacted VersionMintel Group
 
Annual General Meeting Presentation Slides
Annual General Meeting Presentation SlidesAnnual General Meeting Presentation Slides
Annual General Meeting Presentation SlidesKeppelCorporation
 
Buy gmail accounts.pdf Buy Old Gmail Accounts
Buy gmail accounts.pdf Buy Old Gmail AccountsBuy gmail accounts.pdf Buy Old Gmail Accounts
Buy gmail accounts.pdf Buy Old Gmail AccountsBuy Verified Accounts
 
8447779800, Low rate Call girls in Uttam Nagar Delhi NCR
8447779800, Low rate Call girls in Uttam Nagar Delhi NCR8447779800, Low rate Call girls in Uttam Nagar Delhi NCR
8447779800, Low rate Call girls in Uttam Nagar Delhi NCRashishs7044
 
IoT Insurance Observatory: summary 2024
IoT Insurance Observatory:  summary 2024IoT Insurance Observatory:  summary 2024
IoT Insurance Observatory: summary 2024Matteo Carbone
 
2024 Numerator Consumer Study of Cannabis Usage
2024 Numerator Consumer Study of Cannabis Usage2024 Numerator Consumer Study of Cannabis Usage
2024 Numerator Consumer Study of Cannabis UsageNeil Kimberley
 
Market Sizes Sample Report - 2024 Edition
Market Sizes Sample Report - 2024 EditionMarket Sizes Sample Report - 2024 Edition
Market Sizes Sample Report - 2024 EditionMintel Group
 
8447779800, Low rate Call girls in Tughlakabad Delhi NCR
8447779800, Low rate Call girls in Tughlakabad Delhi NCR8447779800, Low rate Call girls in Tughlakabad Delhi NCR
8447779800, Low rate Call girls in Tughlakabad Delhi NCRashishs7044
 
FULL ENJOY Call girls in Paharganj Delhi | 8377087607
FULL ENJOY Call girls in Paharganj Delhi | 8377087607FULL ENJOY Call girls in Paharganj Delhi | 8377087607
FULL ENJOY Call girls in Paharganj Delhi | 8377087607dollysharma2066
 
International Business Environments and Operations 16th Global Edition test b...
International Business Environments and Operations 16th Global Edition test b...International Business Environments and Operations 16th Global Edition test b...
International Business Environments and Operations 16th Global Edition test b...ssuserf63bd7
 
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607(Best) ENJOY Call Girls in Faridabad Ex | 8377087607
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607dollysharma2066
 
Investment in The Coconut Industry by Nancy Cheruiyot
Investment in The Coconut Industry by Nancy CheruiyotInvestment in The Coconut Industry by Nancy Cheruiyot
Investment in The Coconut Industry by Nancy Cheruiyotictsugar
 
Kenya Coconut Production Presentation by Dr. Lalith Perera
Kenya Coconut Production Presentation by Dr. Lalith PereraKenya Coconut Production Presentation by Dr. Lalith Perera
Kenya Coconut Production Presentation by Dr. Lalith Pereraictsugar
 

Dernier (20)

Memorándum de Entendimiento (MoU) entre Codelco y SQM
Memorándum de Entendimiento (MoU) entre Codelco y SQMMemorándum de Entendimiento (MoU) entre Codelco y SQM
Memorándum de Entendimiento (MoU) entre Codelco y SQM
 
APRIL2024_UKRAINE_xml_0000000000000 .pdf
APRIL2024_UKRAINE_xml_0000000000000 .pdfAPRIL2024_UKRAINE_xml_0000000000000 .pdf
APRIL2024_UKRAINE_xml_0000000000000 .pdf
 
Cybersecurity Awareness Training Presentation v2024.03
Cybersecurity Awareness Training Presentation v2024.03Cybersecurity Awareness Training Presentation v2024.03
Cybersecurity Awareness Training Presentation v2024.03
 
Organizational Structure Running A Successful Business
Organizational Structure Running A Successful BusinessOrganizational Structure Running A Successful Business
Organizational Structure Running A Successful Business
 
8447779800, Low rate Call girls in Shivaji Enclave Delhi NCR
8447779800, Low rate Call girls in Shivaji Enclave Delhi NCR8447779800, Low rate Call girls in Shivaji Enclave Delhi NCR
8447779800, Low rate Call girls in Shivaji Enclave Delhi NCR
 
Contemporary Economic Issues Facing the Filipino Entrepreneur (1).pptx
Contemporary Economic Issues Facing the Filipino Entrepreneur (1).pptxContemporary Economic Issues Facing the Filipino Entrepreneur (1).pptx
Contemporary Economic Issues Facing the Filipino Entrepreneur (1).pptx
 
Future Of Sample Report 2024 | Redacted Version
Future Of Sample Report 2024 | Redacted VersionFuture Of Sample Report 2024 | Redacted Version
Future Of Sample Report 2024 | Redacted Version
 
Annual General Meeting Presentation Slides
Annual General Meeting Presentation SlidesAnnual General Meeting Presentation Slides
Annual General Meeting Presentation Slides
 
Buy gmail accounts.pdf Buy Old Gmail Accounts
Buy gmail accounts.pdf Buy Old Gmail AccountsBuy gmail accounts.pdf Buy Old Gmail Accounts
Buy gmail accounts.pdf Buy Old Gmail Accounts
 
8447779800, Low rate Call girls in Uttam Nagar Delhi NCR
8447779800, Low rate Call girls in Uttam Nagar Delhi NCR8447779800, Low rate Call girls in Uttam Nagar Delhi NCR
8447779800, Low rate Call girls in Uttam Nagar Delhi NCR
 
IoT Insurance Observatory: summary 2024
IoT Insurance Observatory:  summary 2024IoT Insurance Observatory:  summary 2024
IoT Insurance Observatory: summary 2024
 
No-1 Call Girls In Goa 93193 VIP 73153 Escort service In North Goa Panaji, Ca...
No-1 Call Girls In Goa 93193 VIP 73153 Escort service In North Goa Panaji, Ca...No-1 Call Girls In Goa 93193 VIP 73153 Escort service In North Goa Panaji, Ca...
No-1 Call Girls In Goa 93193 VIP 73153 Escort service In North Goa Panaji, Ca...
 
2024 Numerator Consumer Study of Cannabis Usage
2024 Numerator Consumer Study of Cannabis Usage2024 Numerator Consumer Study of Cannabis Usage
2024 Numerator Consumer Study of Cannabis Usage
 
Market Sizes Sample Report - 2024 Edition
Market Sizes Sample Report - 2024 EditionMarket Sizes Sample Report - 2024 Edition
Market Sizes Sample Report - 2024 Edition
 
8447779800, Low rate Call girls in Tughlakabad Delhi NCR
8447779800, Low rate Call girls in Tughlakabad Delhi NCR8447779800, Low rate Call girls in Tughlakabad Delhi NCR
8447779800, Low rate Call girls in Tughlakabad Delhi NCR
 
FULL ENJOY Call girls in Paharganj Delhi | 8377087607
FULL ENJOY Call girls in Paharganj Delhi | 8377087607FULL ENJOY Call girls in Paharganj Delhi | 8377087607
FULL ENJOY Call girls in Paharganj Delhi | 8377087607
 
International Business Environments and Operations 16th Global Edition test b...
International Business Environments and Operations 16th Global Edition test b...International Business Environments and Operations 16th Global Edition test b...
International Business Environments and Operations 16th Global Edition test b...
 
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607(Best) ENJOY Call Girls in Faridabad Ex | 8377087607
(Best) ENJOY Call Girls in Faridabad Ex | 8377087607
 
Investment in The Coconut Industry by Nancy Cheruiyot
Investment in The Coconut Industry by Nancy CheruiyotInvestment in The Coconut Industry by Nancy Cheruiyot
Investment in The Coconut Industry by Nancy Cheruiyot
 
Kenya Coconut Production Presentation by Dr. Lalith Perera
Kenya Coconut Production Presentation by Dr. Lalith PereraKenya Coconut Production Presentation by Dr. Lalith Perera
Kenya Coconut Production Presentation by Dr. Lalith Perera
 

Chapter 14: Impact of CRM on Marketing Channels

  • 1. Customer Relationship Management A Databased Approach V. Kumar Werner J. Reinartz Instructor’s Presentation Slides www.drvkumar.com Copyright Dr. V. Kumar,
  • 2. Chapter Fourteen Impact of CRM on Marketing Channels www.drvkumar.com Copyright Dr. V. Kumar,
  • 3. Topics Discussed • Role of traditional channels in customer relationships • Emerging channel trends that impact CRM • Recent opportunities and challenges for CRM with respect to distribution channels • Implications for CRM • CRM through direct channel • Drivers and Behavioral Characteristics of multi-channel buying www.drvkumar.com Copyright Dr. V. Kumar,
  • 4. Channels • “Flow” of the organization’s offerings, e.g. physical goods or information, to the ultimate end users (“end customer”), as well as that of sales proceeds or realizations from the customer back to the marketing firm • “Marketing or distribution channels”: – All entities (e.g. distributors, wholesalers, retailers, broker, agents, etc.) that perform certain functions for the marketing firm • “Communication or contact channels”: – Convey information to the customers to raise their awareness about the firm’s products and services and persuade them to make purchases www.drvkumar.com Copyright Dr. V. Kumar,
  • 5. Channel Management Distribution Channels: Managing the flow of goods and services from manufacturer to end-user Channel Management of: Contact Channels: Managing the flow of information between any two parties, using one or more contact modes www.drvkumar.com Copyright Dr. V. Kumar,
  • 6. Customer Relationships: Direct, Upstream & Downstream DIRECT RELATIONSHIP Goods Information Manufacturer End Customer Dollars Goods Goods Information Channel Information Dollars Intermediaries Dollars UPSTREAM DOWNSTREAM RELATIONSHIP RELATIONSHIP (from channel perspective) (from Channel perspective) www.drvkumar.com Copyright Dr. V. Kumar,
  • 7. Role of Traditional Channels in Customer Relationships • Indirect Customer relationship – Building a good working relationship with the channel member (Upstream Relationship) – Providing the channel member incentives to build a strong customer relationship (Downstream Relationship) • Direct Customer relationship – Firm communicates product information to consumer through contact channels – Point of purchase advertising and promotions at the channel outlet (e.g. retail point) persuades consumer to make the purchase – Consumer information flows indirectly to the firm through the channel’s sales data – By building brand equity helps firms often try to build a “pseudo-relationship” with all prospective consumers www.drvkumar.com Copyright Dr. V. Kumar,
  • 8. Key Factors Affecting CRM through Traditional Channels • Incentives for coordinating information exchange – Eg: Procter & Gamble and Wal-Mart invested in EDI (Electronic Data Interchange) technology – Allowed Procter & Gamble access to real time customer data to forge customer relationships as well as reduce distribution costs • Protecting the Interests of the Channels – Toyota Motor Corporation’s Lexus division required dealers to invest in facilities, systems and personnel required to deliver extraordinary customer service – Result: Lexus enabled its dealers to make several thousand dollars on the sale of each new car www.drvkumar.com Copyright Dr. V. Kumar,
  • 9. Challenges Facing CRM through Traditional Channels • Prevent Dilution of CRM strategies – Traditional intermediary entities make continual and direct interaction with end customer difficult – Private label promotions by retailers often go diametrically against customer relationship programs of the national brands • Indirect Control of CRM through Channels – Vertical integration and strategic alliances by firms to control or align interests of their channels to their customer relationship strategy • Eliciting Customer Information from all Channels for Central Processing – Lack of precise information about individual customers complicates CRM implementation – Since retailers often compete against one another, it is difficult for many firms to convince them to part with critical sales information that will be centrally processed by the firm www.drvkumar.com Copyright Dr. V. Kumar,
  • 10. Emerging Channel Trends that Impact CRM • Proliferation of Direct Channels – Firms have direct access to the end-customers – Firms can recognize at every instance of interaction a prior customer – Interaction through a technology enabled channel, enables firm to record and store all relevant information about the customer – Avoids trouble of negotiating with, providing incentives to, and training a third- party channel member, such as a retailer • Media channel proliferation and emergence of multi-channel shoppers – People change their channel habits and different consumers derive differing benefits from different channels – New channels allow agents other than the firm and its dedicated marketing channels to transmit or even broadcast information related to the firm or product www.drvkumar.com Copyright Dr. V. Kumar,
  • 11. Recent Opportunities and Challenges for CRM • Opportunities for increasing returns for CRM – Widening Coverage of the Consumer Population – Improved Customer Information for the Firm – Lower dependency on Specific Channel Partners – Customer Self-selection across Channels and Individualization • New challenges for the firm to benefit from CRM – Media Planning becoming increasingly difficult – Consistency in service level and the need for IT systems – Channel Conflict and Channel Differentiation www.drvkumar.com Copyright Dr. V. Kumar,
  • 12. Impact of Emerging Channel Environment on CRM OPPORTUNITIES CHALLENGES Access to a larger number of consumers Re-engineering IT systems and physical logistics each time a new channel emerges and captures the customer’s imagination Multi-channel habits of consumers Media dilution and message dissonance across different channels Direct and customized interaction with customers Multi-channel conversation with the consumers – over different channels nurturing differentiated Inter-channel coordination problems: problems in customer relationships managing integrated marketing communications Customer self-selection into channels – Channel conflict– multi channel interaction with individualization and segmentation consumers can lead to conflict of interest among competing channels for the same share of customer contact or service Channel specialization – each performing a Possible rise in consumer expectation of product or different channel function can mitigate channel service quality conflict www.drvkumar.com Copyright Dr. V. Kumar,
  • 13. Implications for CRM • Electronic channels and availability of precise customer information – Possible to individualize the marketing mix offering including products and services more precisely to each customer – Opportunities to sell complementary products – Sophisticated customer databases may also allow firms to conceive and test market new products to meet needs of the customers • Seamless Customer Information Systems – Marketing proposition and initiatives remain consistent to a particular end customer across channels • Co-opetition among Channels – Co-operation in terms of exchange and availability of customer information across channels www.drvkumar.com Copyright Dr. V. Kumar,
  • 14. Customer Relationships through Differentiated Channels Channel Function Customer Decision Stage Preferred Channel Facilitate search Awareness Channel 1 Learning Inventory Control Channel 2 Trial Channel 3 Transaction Evaluation Repeat Channel 4 Purchase Point of Purchase Channel 5 Mass media and the internet can perform efficiently as Channel 1 A well-trained sales force can be more effective as channels 2 & 3. Word-of-mouth plays a greater role as Channel 4 www.drvkumar.com Copyright Dr. V. Kumar,
  • 15. CRM through a Direct Channel – the Internet • Communication and Sales – Broadcasted as well as customized marketing communication – Low cost (direct) channel for transacting business • Auto-Segmentation – Automatically targets a certain segment of consumers - younger, more educated, with a higher than average income, and probably with a lower base rate loyalty www.drvkumar.com Copyright Dr. V. Kumar,
  • 16. CRM through a Direct Channel – the Internet (contd.) • Channel Specialization and Differentiation on the Internet: – Advertisers – Incentive providers – Bargain discounters – Infomediaries – Free offerer – Recommendation systems – Track user navigation and habits for targeted advertising www.drvkumar.com Copyright Dr. V. Kumar,
  • 17. Drivers and Characteristics of Multi-channel Buying Customer Characteristics •Cross-buying •Returns Behavioral •Customer Initiated Contacts Characteristics •Number of Web Based Contacts •Tenure •Revenues •Purchase Frequency •Share of Wallet •Past Customer Supplier Specific Factors Multi-channel Value •Number of different contact channels Buying •Likelihood to Stay Active •Type of Contact Channel •Contact Channel Mix Customer Demographics •Number of Employees •Annual Sales •Industry Category www.drvkumar.com Copyright Dr. V. Kumar,
  • 18. Customer Characteristics • Cross Buying: – Defined as the number of different product categories that a customer has bought – Familiarity with a brand or firm is expected to reduce the perceived risk in customer purchases leading to a higher degree of multi-channel buying • Returns: – Returns are expected to be positively associated with multi-channel buying until a certain threshold, beyond which an increase in the number of returns can lead to a decrease in the motivation to shop across multiple channels – Therefore an inverted “U”-shaped relationship is expected between returns and multi-channel buying • Customer-Initiated Contacts: – Higher degree of customer- initiated contacts are associated with multi-channel www.drvkumar.com to higher degree of familiarity with the firm and the various channels of buying due Copyright Dr. V. Kumar,
  • 19. Customer Characteristics (contd.) • Purchase Frequency: – We can expect that the higher the purchase frequency of a customer the higher the likelihood of multi-channel buying • Frequency of Web-Based Contacts: – Awareness of a supplier’s Website indicates customer willingness to utilize new technology, hence we can expect that the higher the frequency of web-based contacts, the higher the likelihood of multi-channel buying • Customer tenure: – The longer the tenure of a customer with a firm, the higher is the likelihood of their buying from multiple channels www.drvkumar.com Copyright Dr. V. Kumar,
  • 20. Supplier Factors • Number of Channels used for Contact: – Supplier contacts through multiple channels can inform a customer about the multitude of options available for purchasing products – Suppliers can use their contact strategy in one channel to migrate customers to other channels – The higher the number of different communication channels a supplier uses to contact a customer, the higher the likelihood of multi-channel buying www.drvkumar.com Copyright Dr. V. Kumar,
  • 21. Supplier Factors (contd.) • Type of Contact Channel: – One-way communication: E.g. direct mail : unidirectional, limited in content, and non-personal – Two-way communications: • Firms can gain greater understanding of customer needs and/or preferences • Educate customers on the various channels available for making transactions • Respond to customer predilections – Contacts via more interpersonal channels can be expected to have a greater positive impact on multi-channel buying • Contact Mix Interactions – Positive synergistic effect on multi-channel buying can be expected by contacting through more than one channel due to the mutual reinforcement of the message delivered through different contact channels at the same time www.drvkumar.com Copyright Dr. V. Kumar,
  • 22. Behavioral Characteristics • Sample of customers divided into two segments: – Customers who have shopped in more than one channel (Segment A) – Customers who have shopped in only one channel (Segment B) • Findings: – The difference between the two segments in likelihood to stay active is significantly different and higher for the multi-channel buyer – The mean revenue of multi-channel buyers is significantly higher than the mean revenue of customers who shop in a single channel – The mean share of wallet for multi-channel customers is higher than the single channel customer www.drvkumar.com Copyright Dr. V. Kumar,
  • 23. Synopsis of Empirical Findings • Customers more likely to shop in multiple channels are those: – Who buy across multiple product categories – Initiate more contacts with the firm – Have past experience with the supplier through the online channel – Have longer tenure – Purchase more frequently – Are larger – Have been communicated to by the supplier through multiple communication channels, especially through highly interpersonal channels • Evidence for a nonlinear relationship between returns and multi- www.drvkumar.com Copyright Dr. V. Kumar,
  • 24. Summary • Customer relationships are created and sustained through marketing channels • For a successful CRM strategy directed at the final customer, conventional channels structure has to provide incentives for coordinating information exchange while integrating their downstream channel partners’ interests • CRM demands that customer information from different contact channels be centrally processed by the firm and forms a critical input to the planning and execution of the physical distribution of the goods • Multi-channel buyers are likely to provide higher revenues, higher share of wallet, have higher past customer value, and have a higher likelihood of being active than single channel shoppers www.drvkumar.com Copyright Dr. V. Kumar,