Competitive Progression Theory and Service Agility - POMS [PDF]

Jul 12, 2007 - Competitive Progression Theory and Service Agility: Reflections on the ”Sand Cone” Model. Chao Wang,

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Competitive Progression Theory and Service Agility: Reflections on the ”Sand Cone” Model Chao Wang, Andrea Masini Management Science and Operations Department London Business School 12th, July, 2007

The value of agility

 Why “agility”? One “core” capability? For more?

 What is agility?: the ability to coordinate multiple

capabilities associated with quality, delivery, cost, and flexibility (D’Aveni & Gunther 1994, Yusuf et al. 1999, Menor et al. 2001). • Business Agility: the ability of a business unit to achieve low

cost, high quality, responsive, and flexible services by inputting its resources and efforts.

Theoretical background

 How to achieve agility? To be effective, competitive capabilities should be built cumulatively.

– Competitive Progression Theory (CPT) (Roth 1996) – “Sand Cone” Model (Ferdows & de Meyer 1988, 1990)

4. Flexibility 3. Cost 2. Delivery 1. Quality

A feedback model  Reflection: Reflection Firms have limited resources. Does the existing capabilities base change when a new capability needs to be added?

 Opportunity: Opportunity A fleet maintenance and repair company (ServCo) with

consolidated capabilities on quality, delivery, and cost needs to target new customers.

 Research Question: Question How does the achievement of service flexibility affect the existing and consolidated competitive capabilities? 4. Flexibility

?

3. Cost 2. Delivery 1. Quality

Existing capabilities base

Hypotheses

 Three types of flexibility •

• •

Volume: indicating the ability to handle yield variation (Field & Sinha 2005). Mix: representing the ability to respond to the required level of and the changes in the types of various services (Zhang et al. 2003). Customer: indicating the ability to respond to changes in the customer basis.

 Hypotheses: Acquired Capability (flexibility) Volume Flexibility

-

Mix Flexibility

-

Customer Flexibility

-

Existing Capabilities Base Cost Delivery Quality

Methods

 Data - Context: 86 workshops within the service company - Observation window: May 1st, 2006 – June 18th, 2006 - Data: objective data for 34,000 jobs from 33 different business customers - Unit of analysis: sub-SBU

 Operationalization of Independent Variable - Flexibility (D’Souza & Williams 2000, Pagell & Krause 1999) Volume

Mix Customer

Volume Range

s.d. of number of tasks made across the seven weeks

Volume Mobility

s.d. of the weekly utilization rate of the workshop

Mix Range

s.d. of the weekly service types for each workshop

Mix Mobility Customer

s.d. of the estimated time for each type of job for each workshop s.d. of weekly number of workshops each customers deal with

Dependent Variable: DEA Model Input:  Total labour hours

Business agility (multidimensional efficiency)

Output:  Total number of tasks (Cost)  % of on-time jobs (Quality)  Average job earliness (Speed – Delivery)

N

86

Mean

0.39

Median

0.34

S.D.

0.19

Existing Capability Basis

1.2 1 0.8 Existing Capability Basis

0.6 0.4 0.2 0 W o r ksho p

Test of hypotheses: econometric model

 Model • Logit transformation (Ethiraj & Puranam 2004, Hochberg 2005) • Estimation Model Ln(Fi/(1- Fi)) = β0 + βvr FVolume-range + β1vm FVolume-mobility + βmr FMix-range + βmc FMix-mobility + βc FCustomer + βmc FMixrange *FCustomer + εif

Main findings – nested models Impact on business agility Flexibility type:

Model 1 *

Volume Range Flexibility

-

Volume Mobility Flexibility

+

Mix Range Flexibility

+

Mix Mobility Flexibility

- ***

*

Customer Flexibility

Model 2

-

*

F for the change

* p

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