Standing up a Business Capability Management Office: a Report from the Field Todd Sicard Business Capability Management Director, Blue Cross Blue Shield of Minnesota

Total Page:16

File Type:pdf, Size:1020Kb

Standing up a Business Capability Management Office: a Report from the Field Todd Sicard Business Capability Management Director, Blue Cross Blue Shield of Minnesota STANDING UP A BUSINESS CAPABILITY MANAGEMENT OFFICE: A REPORT FROM THE FIELD TODD SICARD BUSINESS CAPABILITY MANAGEMENT DIRECTOR, BLUE CROSS BLUE SHIELD OF MINNESOTA The Business Architecture Summit THE BUSINESS ARCHITECTURE SUMMIT 12/06/2018 1 ABSTRACT Blue Cross Blue Shield of Minnesota has newly created a team of three to perform capability management functions for the enterprise. Since April 2019, this team has worked to define & introduce themselves, develop baseline models & practices, and gain traction & deliver value. Through the progress forward, there have been wins, misses. Using MN's experiences as a touchpoint, this will be an interactive session sharing experiences and lessons learned. Laugh, cry, cringe, and cheer - but most of all - learn! OUR CORPORATE CONTEXT New concept of a “Stella Health” umbrella with an overarching mission Fundamental, underlying technology swap & pivot Company’s been changing operational platforms for the past few years Accumulating business & technical debt New leadership New strategy OUR SCENARIO New department / new role / new team / new leaders / new players All players have both industry and company experience (WHEW!) Some corporate experience with a capability model, mappings, and roadmaps …but that’s all entangled with "feelings" Corporation isn’t yet sure where we fit / how we fit / when we fit / why we fit …and sometimes we're not that far ahead of them! THIS. IS. INTERACTIVE. LET’S PRACTICE INTERACTIVE PRACTICE #1: TELL ME SOMETHING I DON’T KNOW INTERACTIVE PRACTICE #2: BE PROFOUND IN TEN WORDS OR LESS INTERACTIVE PRACTICE #3: LET ME FLIP TO THE NEXT SLIDE & MOVE ON THE BUSINESS ARCHITECTURE SUMMIT 12/06/2018 5 OUR OWN DOG FOOD: Key People Process Technology Information Performance Indicators Strategy Office People Process Tech Info KPI’s Business Vendors PEOPLE Leaders Vendor Cap Mgmt Mgmt IDEAS Good HR SME’s Better Best IT Finance Corp EMPO Dev Risk Mgmt Collaboration & boundaries People Process Tech Info KPI’s CAPABILITY PROCESS Model & Understand Assess Analyze Roadmap Align KEY POINT Understand direction and Identify the core and Find the gaps in each Evaluate each capability’s Determine 1) what gaps are to expected outcomes. supporting abilities that are capability’s current readiness strategic placement, size, and be filled over time to achieve needed. for the end state. gaps. interim and end states; 2) which capabilities should be internal. WORK PRODUCTS 1. Engagement outline 3. Target capability model 5. Raw assessment scores 8. Capability strategic 12. Capability Roadmap 2. Solution model w/ 4. Impact to Enterprise 6. Raw heat map & gaps alignment 13. Build v. Buy minimum viable product Capability Model 7. Raw assessment notes 9. Capability weighting Recommendation (as needed) 10. Weighted heat map 14. Capability Assessment 11. “Key” gaps to MVP & ideal Summary PROCESS: IDEA TO INITIATIVE People Process Tech Info KPI’s Strategy Idea LOB / P&L LOB / P&L Idea LOB / P&L Tactics Idea Idea Miracle Tactics Tactics FUNDED EXECUTION Idea Idea Client & Marketplace Idea THE BUSINESS ARCHITECTURE SUMMIT 12/06/2018 9 People Process Tech Info KPI’s TECHNOLOGY Surveys: Teams Forms, Perceptix, Survey Monkey Visualization: Visio & Access/Excel, Sparx Metadata: Excel, Word Model: Access, Sparx Publishing: PowerPoint People Process Tech Info KPI’s INFORMATION It is Known It is Discovered It is Analyzed Enterprise capability model & Scope, objectives, success criteria, Capability strategic alignment metadata solution outline Gap relative impact Strategic goals & alignment Current, interim, and final states =f(readiness, relative size, strategic alignment) Gaps & marketplace demands Subject area capability models Build v. buy Existing investments Capability current state and gaps Roadmap: gap to state Existing assets: systems, data, Maturity v. Readiness vendors, suppliers, etc. People Process Tech Info KPI’s INFORMATION MODEL StellaStellaStella Strategies StrategyStrategy Business Goal(s) Operating Models Capabilities Solution Models ...what we need to Weighting & Stratification be able to do... End State Inter-Dependencies Build v. Buy InterimInterimInterim States States States #2+ #2+ Minimum Viable Current State ...the difference between current & future... Readiness Gaps ...what s needed for each state... People Process Technology ...what s needed when.. CapabilityCapabilityCapability Initiatives,CapabilityCapability Programs, IncrementsIncrements Increments& Projects Information Increments Increments KPI s Roadmap Execution Weighting & Stratification Inter-Dependencies People Process Tech Info KPI’s KPI’S % Senior leadership socialization, one-on-ones, etc. # Engagements $’s of scope within engagements % Utilization prior to funding request Demand v. capacity What’s the value of a good decision, well informed? What’s the value of a bad decision avoided? NEXT STEPS Take work where we can, provide actionable value and succeed Continue to practice, learn, and mature ourselves Develop our own capability model? Models Metadata Assess Analyze APPENDIX THE BUSINESS ARCHITECTURE SUMMIT 12/06/2018 15 Key Performance Information Readiness People Process Technology Indicators Assessment Defined q Fully Skills Effectiveness Ease of Use Accessibility Meets q Mostly Training Documentation Meets Current & Accuracy Expectations q Some Future Needs Timeliness Optimization q None STRATEGIC ALIGNMENT 2.1 This 4.1 Cool 3.1 That 4.2 Super Cool 3.2 The Other 4.3 Hyper Cool 4.4 Tesla Cool 4.5 SpaceX Cool Strategic Advantage Capabilities Capabilities High value but little direct Create differentiating Strategic Advantage financial impact distinctions and financial performance Value Value Impact Business Necessity Essential Capabilities Capabilities Necessity Essential Internal and/orInternal External Not seen driving financial Drive financial Value performance or value performance but not value Financial Financial Impact 1.2 Must 1.1 Optimize Lower Costs / Higher Revenue 1.3 Gotta 2.2 Squeeze 1.4 It s the Law 2.3 Spend to Save THE BUSINESS ARCHITECTURE SUMMIT 12/06/2018 17 ROADMAP RADAR (TOGAF) THE BUSINESS ARCHITECTURE SUMMIT 12/06/2018 18.
Recommended publications
  • Capabilities in Systems Engineering: an Overview
    Capabilities in Systems Engineering: An Overview Gon¸caloAntunes and Jos´eBorbinha INESC-ID, Rua Alves Redol, 9 1000-029 Lisboa Portugal {goncalo.antunes,jlb}@ist.utl.pt, WWW home page: http://web.ist.utl.pt/goncalo.antunes Abstract. The concept of capability has been deemed relevant over the years, which can be attested by its adoption in varied domains. It is an abstract concept, but simple to understand by business stakeholders and yet capable of making the bridge to technical aspects. Capabilities seem to bear similarities with services, namely their low coupling and high cohesion. However, the concepts are different since the concept of service seems to rest between that of capability and those directly related to the implementation. Nonetheless, the articulation of the concept of ca- pability with the concept of service can be used to promote business/IT alignment, since both concepts can be used to bridge different concep- tual layers of an enterprise architecture. This work offers an overview of the different uses of this concept, its usefulness, and its relation to the concept of service. Key words: capability, service, alignment, information systems, sys- tems engineering, strategic management, economics 1 Introduction The concept of capability can be defined as \the quality or state of being capable" [19] or \the power or ability to do something" [39]. Although simple, it is a powerful concept, as it can be used to provide an abstract, high-level view of a product, system, or even organizations, offering new ways of dealing with complexity. As such, it has been widely adopted in many areas.
    [Show full text]
  • Capability Management Policy NHS West Essex Clinical Commissioning Group Policy Reference Number: WECCG43
    Capability Management Policy NHS West Essex Clinical Commissioning Group Policy Reference Number: WECCG43 Policy Title Capability Management Policy V1.0 Hertfordshire, Bedfordshire, West Essex and Luton Clinical Commissioning Page 1 of 42 Groups DOCUMENT CONTROL SHEET Document Owner: Director of Workforce Document Author(s): Tina Ryan Version: V1.0 Directorate: HR and ODL Approved By: Policy Forum Date of Approval: 23 May 2017 Date of Review: 1 June 2019 Effective Date: 1 June 2017 1.1 Change History: Version Date Reviewer(s) Revision Description V1.0 April 2017 Human Resources Adapted for use as the Shared Business Partner Service Policy. Team 1.2 1.3 Implementation Plan: Development and Developed in conjunction with the joint forum, and ratified by, Consultation the relevant committees of the Hertfordshire, Bedfordshire, West Essex and Luton CCGs. Dissemination This policy will communicate to staff representatives. It will be communicated electronically to all staff and managers and will be published on the CCG’s intranet. Training HR Masterclasses will be made available to all managers on Performance Management Managers will also be able to access advice from the HR and ODL Shared Service on the implementation and interpretation of this policy. Monitoring and All complaints of performance management are recorded by the Review HR and ODL Shared Service and activity is reported on at least annually, together with a breakdown of policy application across the protected characteristics under the Equality Act. Policy Title Capability Management Policy V1.0 Hertfordshire, Bedfordshire, West Essex and Luton Clinical Commissioning Page 2 of 42 Groups The data identified from monitoring will be used to update the policy and ensure best practice as necessary.
    [Show full text]
  • And Deployment in the New Zealand State Service
    Michael J. Pratt and Murray Horn Leadership and Capability Development and Deployment in the New Zealand State Service companies, such as Procter & Gamble, for leadership This article describes the design during 2013 of a model and development (Filipkowski implementation principles of a leadership and capability and Donlon, 2013). The development and deployment (LCDD) model for the state model was then enhanced services system. In this process, an initial prototype model based on our research in was developed to describe a desired future state. It was other jurisdictions, including informed by the best traditions of state services leadership Australia, Singapore and the development, together with models used by the world’s best United Kingdom, and co- creation with stakeholders. Dr Mike Pratt is Professor of Leadership and Sustainability at the University of Waikato, and a This is further discussed in professional director and business adviser. Dr Murray Horn is a former Secretary to the Treasury of New Zealand and bank chief executive, and a professional director and business adviser. the article. Policy Quarterly – Volume 10, Issue 1 – February 2014 – Page 45 Leadership and Capability Development and Deployment in the New Zealand State Service The Better Public Services review Services Commission and implementation delivering on the sorts of social outcomes conducted in 2011 found that improved began in September 2013. described by the ten Better Public Services and more collaborative leadership is One unique feature of the framework goals is changing. The big policy settings a necessary precondition for high- is the deliberate integration from an are now broadly aligned with OECD performing public services (Better early stage in the project of leadership norms, so far more hangs on the public Public Services Advisory Group, 2011).
    [Show full text]
  • People Capability Maturity Model® (P–CMM®) Version 2.0 CMU/SEI-2001-MM-01
    Pittsburgh, PA 15213-3890 People Capability Maturity Model® (P–CMM®) Version 2.0 CMU/SEI-2001-MM-01 Bill Curtis TeraQuest Metrics, Inc. William E. Hefley Q-Labs Sally A. Miller Software Engineering Institute July 2001 Unlimited distribution subject to the copyright. This report was prepared for the SEI Joint Program Office HQ ESC/DIB 5 Eglin Street Hanscom AFB, MA 01731-2116 The ideas and findings in this report should not be construed as an official DoD position. It is published in the interest of scientific and technical information exchange. FOR THE COMMANDER Norton L. Compton, Lt Col., USAF SEI Joint Program Office This work is sponsored by the U.S. Department of Defense. The Software Engineering Institute is a federally funded research and development center sponsored by the U.S. Department of Defense. Copyright 2001 by Carnegie Mellon University. NO WARRANTY THIS CARNEGIE MELLON UNIVERSITY AND SOFTWARE ENGINEERING INSTITUTE MATERIAL IS FURNISHED ON AN “AS-IS” BASIS. CARNEGIE MELLON UNIVERSITY MAKES NO WARRANTIES OF ANY KIND, EITHER EXPRESSED OR IMPLIED, AS TO ANY MATTER INCLUDING, BUT NOT LIMITED TO, WARRANTY OF FITNESS FOR PURPOSE OR MERCHANTABILITY, EXCLUSIVITY, OR RESULTS OBTAINED FROM USE OF THE MATERIAL. CARNEGIE MELLON UNIVERSITY DOES NOT MAKE ANY WARRANTY OF ANY KIND WITH RESPECT TO FREEDOM FROM PATENT, TRADEMARK, OR COPYRIGHT INFRINGEMENT. Use of any trademarks in this report is not intended in any way to infringe on the rights of the trademark holder. Internal use. Permission to reproduce this document and to prepare derivative works from this document for internal use is granted, provided the copyright and “No Warranty” statements are included with all reproductions and derivative works.
    [Show full text]
  • Perspectives on the Capabilities for the Selection of Strategic Projects
    sustainability Review Perspectives on the Capabilities for the Selection of Strategic Projects Khalifa Mohammed Al-Sobai, Shaligram Pokharel * and Galal M. Abdella Department of Mechanical and Industrial Engineering, Qatar University, P.O. Box 2713 Doha, Qatar; [email protected] (K.M.A.-S.); [email protected] (G.M.A.) * Correspondence: [email protected] Received: 6 August 2020; Accepted: 25 September 2020; Published: 4 October 2020 Abstract: Strategic projects are large scale, complex, and require significant investments and resources. These projects aim at gaining long-term social and economic benefits. Therefore, organizations focusing on strategic projects should use a consistent approach that suits their strategy, capability, and long-term expectations. Based on the four research questions and content analysis of the literature, generic processes used for the strategic project selection in tandem with the managerial capabilities are identified in this paper. The generic processes and managerial capabilities are used to develop a generic framework for strategic project selection. The framework is used for literature analysis in the paper. The review shows that both qualitative and quantitative methods are used for strategic project selection. Some possible research directions have also been proposed at the end of the review. The paper provides value to both researchers and practitioners in terms of tools available and a guidance on project selection through a structured process framework. Keywords: strategic projects; process framework; decision making; project selection 1. Introduction Strategic projects can be categorized based on time, investments, sustainability, or long-term business or social values. These projects require significant investments and resources; therefore, their alignment with the long-term organizational capability [1] and sustainability becomes very important.
    [Show full text]
  • The Development of Management and Leadership Capability and Its Contribution to Performance: the Evidence, the Prospects and the Research Need
    RESEARCH The Development of Management and Leadership Capability and its Contribution to Performance: The evidence, the prospects and the research need John Burgoyne, Wendy Hirsh and Sadie Williams Research Report RR560 Research Report No 560 The Development of Management and Leadership Capability and its Contribution to Performance: The evidence, the prospects and the research need John Burgoyne, Wendy Hirsh and Sadie Williams The views expressed in this report are the authors’ and do not necessarily reflect those of the Department for Education and Skills. © Lancaster University 2004 ISBN 1 84478 286 7 1 ACKNOWLEDGEMENTS This report has been written by John Burgoyne, Wendy Hirsh and Sadie Williams as members of the Management and Leadership Development Research Network. This group consists of researchers concerned with the topic of this research. Other members have made specific contributions. Chris Mabey has provided a special input on nature and effects of corporate management development. Kim James, David Beech, and Lew Perren have provided special reviews on corporate management and leadership development strategies, leadership and the development of management and leadership capability in small and medium enterprises respectively. The general approach to the project, locating specific studies, drawing conclusions from these, and the judgements about useful future research priorities have been informed by discussions in the network group and comments by its individual members as the review has progressed. The members not already
    [Show full text]
  • A Framework for Strategic Military Capabilities in Defense Transformation
    11th ICCRTS 11th International Command and Control Research and Technology Symposium ‘Coalition Command and Control in the Networked Era’ Cover Sheet Submission title: A framework for strategic military capabilities in defense transformation Topics: Defense Transformation; Capability Planning, Effects Based Operations Author information: Clive Kerr Robert Phaal David Probert [email protected] [email protected] [email protected] +44 (0)1223 764833 +44 (0)1223 765824 +44 (0)1223 338187 Centre for Technology Management, Institute for Manufacturing, Department of Engineering, University of Cambridge, Mill Lane, Cambridge, CB2 1RX, United Kingdom. Point of contact: Dr Clive Kerr Research Associate Centre for Technology Management Institute for Manufacturing Department of Engineering University of Cambridge Mill Lane Cambridge CB2 1RX United Kingdom Tel: +44 (0) 1223 764833 E-mail: [email protected] 11th International Command and Control Research and Technology Symposium ‘Coalition Command and Control in the Networked Era’ A Framework For Strategic Military Capabilities In Defense Transformation Clive Kerr Robert Phaal David Probert [email protected] [email protected] [email protected] Centre for Technology Management, Institute for Manufacturing, Department of Engineering, University of Cambridge, Mill Lane, Cambridge, CB2 1RX, United Kingdom. Abstract For transformation to be an effective process, the defense industry must have a clear and common understanding of military capability. However, capability is an abstract concept. In order to make this concept more tangible effects-based operations, force structures and the lines of capability development have been integrated. A conceptual framework is proposed for the mapping and visual representation of these strategic capability partitions.
    [Show full text]
  • Dynamic Human Capital Strategy: a New Way to Strategic Human Resource Management
    Lehrstuhl für Betriebswirtschaftslehre, insbesondere Organisation, Personal‐ und Informationsmanagement Univ.­Prof. Dr. Chr. Scholz Christian Scholz / Stefanie Müller Dynamic Human Capital Strategy: A new way to strategic human resource management Nr. 97 April 2010 Paper presented at the Strategic Management Society Special Conference Finland, March 17‐20, 2010 Universität des Saarlandes Campus A5 4 D‐66123 Saarbrücken Telefon (0681) 302‐4120 Telefax (0681) 302‐3702 Email: [email protected]‐sb.de http://www.orga.uni‐sb.de Dynamic Human Capital Strategy: A new way to Strategic Human Resource Management ABSTRACT Human capital is crucial to survive in a competitive business environment: But how to create, use, measure, and develop these human assets in a strategically both dynamic and sustainable way? To provide some tentative suggestions as how to answer these questions, we present evidences from an empirical study of the German DAX 30 companies. It shows which human capital strategies these companies follow and it allows interesting conclusions as how to deliver an additional value in strategy process and practice. Our study was able to predict the breakdown of the German Hypo Real Estate Holding, by locating a high risk in their human capital equipment and strategy. The results of this study have also influenced the political context, where the German Ministry of Labor for example reflects on to develop a standard for handling with employees, which could be a criterion for extension of loans. In this paper we build upon the potential of merging the logic of human capital management with the logic of dynamic capabilities, allowing us to give new insights in both bodies of knowledge.
    [Show full text]
  • 05 Business Capability Management (2012-11-16).Pptx
    Business Capability Management From Business Needs to Executing Change Vorlesung IT-Unternehmensarchitektur VL 05; Freitag, 16. Novemver 2012; Fachgebiet Software-Architekturen, Prof. Dr. Robert Hirschfeld Dipl.-Inform. (univ.) Wolfgang Keller, [email protected] © 2012 Wolfgang W. Keller - all rights reserved 0 From Business to EA Story of this 90 mines module Manage overall Identify hot spots Enterprise Demand Kick off projects for improvement for change • Large Scale Change • Enterprise PMO • PMI Processes • Strategy Switches (Recap) • M&A • Approval Processes • Capability based • Stakeholder analysis Management • Portfolio analysis © 2012 Wolfgang W. Keller - all rights reserved 1 From Business to EA Contents • Building the Bridge from Business to EA Capabilities • Enterprise Demand Management: From Business Demands to Projects • Kicking off Projects: How to deal with approval processes, involve stakeholders, and comply to project management processes © 2012 Wolfgang W. Keller - all rights reserved 2 Potential sources of demand for Change Programmed M&A Changes in strategy Routine improvements Set of documented (e.g. using Capability based demands Analysis) Portfolio Analysis Legal & regulatory requirements © 2012 Wolfgang W. Keller - all rights reserved 3 Agenda: Capabilities • Challenge: Business / IT Alignment • What are Business Capabilities? • Use Cases • Application Portfolio Management is limited • Business Capabilities are the better Vehicle for Strategic IT Planning • Wrap-Up © 2012 Wolfgang W. Keller - all
    [Show full text]
  • Operations Management Capabilities Model
    Operations Management Capabilities Model Edward Wustenhoff, Sun Global Datacenter Practice, Client Solutions Michael J. Moore, Sun Global Datacenter Practice, Client Solutions Dale H. Avery, Sun Educational Services Sun BluePrints™ OnLine—February 2005 http://www.sun.com/blueprints Sun Microsystems, Inc. 4150 Network Circle Santa Clara, CA 95045 U.S.A. 650 960-1300 Part No. 819-1693-10 Revision 1.0, 1/14/05 Edition: February 2005 Copyright 2005 Sun Microsystems, Inc. 4150 Network Circle, Santa Clara, California 95045 U.S.A. All rights reserved. Sun Microsystems, Inc. has intellectual property rights relating to technology embodied in the product that is described in this document. In particular, and without limitation, these intellectual property rights may include one or more of the U.S. patents listed at http://www.sun.com/patents and one or more additional patents or pending patent applications in the U.S. and in other countries. This product or document is protected by copyright and distributed under licenses restricting its use, copying, distribution, and decompilation. No part of this product or document may be reproduced in any form by any means without prior written authorization of Sun and its licensors, if any. Third-party software, including font technology, is copyrighted and licensed from Sun suppliers. Parts of the product may be derived from Berkeley BSD systems, licensed from the University of California. UNIX is a registered trademark in the U.S. and other countries, exclusively licensed through X/Open Company, Ltd. Sun, Sun Microsystems, the Sun logo, Java, Sun BluePrints, SunSolve, SunSolve Online, docs.sun.com, JumpStart, N1, and Solaris are trademarks or registered trademarks of Sun Microsystems, Inc.
    [Show full text]
  • Business Capability Management: Your Key to the Business Board Room
    Business Capability Management: Your Key to the Business Board Room Ulrich Kalex alfabet AG The Confusion of Tongues Why IT fails to meet business expectations No common vocabulary between IT and Business . Processes are too detailed . Strategies and projects are too variable . Applications are functionally isolated and too technical . Business can’t relate technology costs and business value The result: . No common understanding of business and IT strategy . No common view of IT support . Plans not synchronized 1 Defining Business Capability A business capability defines the organization’s capacity to successfully perform a unique business activity. Capabilities: . are the building blocks of the business . represent stable business functions . are unique and independent from each other . are abstracted from the organizational model . capture the business’ interests A business capability map is: . a model of the firm associating the business capabilities, processes, and functions required for business success with the IT resource that enables them* * Source: Forrester Research 2 Capability Map: Example of Level 1 The Enterprise Corporate Management Market Product Delivery Support Development Development and Services Oversight . Capabilities should: . mean something to the business answering questions like “what are the 6 main activities required to run your business?” . at the high level represent the 5-9 main generic capabilities of the organization could be same as high-level process model could in part coincide with the high-level
    [Show full text]
  • Influence of Customer Relationship Management Capabilities on Performance of Commercial Banks in Kenya
    Strathmore University SU+ @ Strathmore University Library Electronic Theses and Dissertations 2017 Influence of customer relationship management capabilities on performance of Commercial Banks in Kenya Lisa Nyambura Githinji School of Management and Commerce (SMC) Strathmore University Follow this and additional works at http://su-plus.strathmore.edu/handle/11071/5599 Recommended Citation Githinji, L. N. (2017). Influence of customer relationship management capabilities on performance of Commercial Banks in Kenya (Thesis). Strathmore University. Retrieved from http://su- plus.strathmore.edu/handle/11071/5599 This Thesis - Open Access is brought to you for free and open access by DSpace @Strathmore University. It has been accepted for inclusion in Electronic Theses and Dissertations by an authorized administrator of DSpace @Strathmore University. For more information, please contact [email protected] Influence of Customer Relationship Management Capabilities on Performance of Commercial Banks in Kenya Githinji Lisa Nyambura Admission No. 054900 Submitted in partial fulfillment of the requirements the Degree of Master of Commerce, School of Management and Commerce at Strathmore University June 2017 The thesis is available for Library use on the understanding that it is copyright material and that no quotation from the thesis may be published without proper acknowledgment. DECLARATION DECLARATION I declare that this thesis is my original work and has not been presented to any other university for a ward of a degree. Any work done by other people has been duly acknowledged. To the best of my knowledge and belief, the thesis contains no material previously published or written by another person. It has been examined by a board of Examiners of the Strathmore University © No part of this dissertation may be reproduced without the permission of the author and Strathmore University ..……………..............................................
    [Show full text]