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Modelling accelerated proficiency in organisations : practices and strategies to shorten time-to-proficiency of the workforce / Raman K. Attri.
- Format:
- Book
- Author/Creator:
- Attri, Raman K., author.
- Language:
- English
- Subjects (All):
- Employees--Training of--Methodology.
- Employees.
- Learning ability.
- Physical Description:
- 1 online resource (515 pages)
- Edition:
- 1st ed.
- Place of Publication:
- Singapore : Speed To Proficiency Research, [2022]
- Contents:
- Intro
- DECLARATION AND STATEMENT OF AUTHORSHIP
- ACKNOWLEDGEMENTS
- LIST OF ACADEMIC PUBLICATIONS
- ABSTRACT
- TABLE OF CONTENTS
- LIST OF ABBREVIATIONS
- CHAPTER 1 Introduction
- 1.1. INTRODUCTION
- 1.2. BACKGROUND
- 1.2.1. Job performance
- 1.2.2. Proficiency
- 1.2.3. Acquisition of skilled performance
- 1.2.4. Proficiency progression
- 1.2.5. Accelerated proficiency
- 1.2.6. Business perspective of accelerating proficiency
- 1.2.7. Strategies and methods of accelerating proficiency
- 1.3. RESEARCH PROBLEM AND QUESTIONS
- 1.4. CONTRIBUTIONS OF THE STUDY
- 1.4.1. Contribution to knowledge
- 1.4.2. Contribution to business research methodology
- 1.4.3. Contribution to practice and education
- 1.5. JUSTIFICATION OF THE STUDY
- 1.5.1. Faster workforce readiness
- 1.5.2. Time-to-market competitiveness
- 1.5.3. Cost of training and non-proficiency
- 1.6. RESEARCH METHODOLOGY
- 1.6.1. Research design
- 1.6.2. Data collection
- 1.6.3. Data analysis
- 1.6.4. Validation and reliability
- 1.7. DELIMITATIONS AND ASSUMPTIONS
- 1.7.1. Scope
- 1.7.2. Delimitations
- 1.7.3. Assumptions
- 1.8. OUTLINE OF THE THESIS
- 1.9. CHAPTER SUMMARY
- CHAPTER 2 Literature Review
- 2.1. INTRODUCTION
- 2.2. PERFORMANCE
- 2.2.1. Human resource development and performance improvement
- Human resource development
- Learning paradigm of HRD
- Performance paradigm of HRD
- 2.2.2. Dimensions of job performance
- Behavioural vs outcome performance
- Task vs contextual performance
- Individual vs team performance
- 2.2.3. Learning and performance
- 2.2.4. Acquisition of skilled performance
- 2.3. PROFICIENCY
- 2.3.1. Novice-to-expert transition
- 2.3.2. Stages of proficiency
- 2.3.3. Proficiency scaling
- 2.3.4. Proficiency
- 2.3.5. Expertise
- 2.3.6. Expert performance
- 2.4. ACCELERATED PROFICIENCY.
- 2.4.1. Accelerating proficiency
- 2.4.2. Theoretical issues
- 2.4.3. Challenges to accelerate proficiency
- 2.5. METHODS OF ACCELERATING PROFICIENCY
- 2.5.1. HRD methods of employee development in the workplace
- 2.5.2. Cognitive task analysis (CTA) methods
- 2.5.3. Time-compressed simulations-based methods
- 2.5.4. Case-based and scenario-based methods
- 2.5.5. Representative part-task approach
- 2.5.6. Knowledge capture methods
- 2.5.7. Technology-based methods
- 2.5.8. Accelerated learning methods
- 2.5.9. Workplace training/learning methods
- 2.6. CONCLUSION ON RESEARCH ISSUES
- CHAPTER 3 Research Methodology
- 3.1. INTRODUCTION
- 3.2. RESEARCH DESIGN
- 3.2.1. Inquiry framework and research process
- 3.2.2. Justification for pragmatic paradigm
- 3.2.3. Justification of qualitative research approach
- 3.3. SAMPLING AND PARTICIPANT SELECTION
- 3.3.1. Purposive sampling
- 3.3.2. Search for ideal participants
- 3.3.3. Connection with potential participants
- 3.3.4. Selection and invitation of target participants
- 3.3.5. Participation rate
- 3.3.6. Distribution profile of participants
- 3.3.7. Sampling unit/unit of analysis: Bounded project cases
- 3.4. DATA COLLECTION
- 3.4.1. Phase-1 interviews for general understanding
- 3.4.2. Phase-2 interviews for collection of bounded project cases
- 3.4.3. Phase-3 expert focus group for review of findings
- 3.4.4. In-depth interviews
- 3.4.5. Interview protocol
- 3.5. DATA PROCESSING AND MANAGEMENT
- 3.5.1. Data processing
- 3.5.2. Data management
- 3.5.3. Classification of project cases
- 3.5.4. Criterion sampling of bounded project cases
- 3.6. DISTRIBUTION PROFILE OF SELECTED PROJECT CASES
- 3.7. DATA ANALYSIS PROCESS AND METHODS
- 3.7.1. Thematic analysis
- 3.7.2. Miles and Huberman matrix analysis approach
- 3.7.3. Concept maps to identify themes.
- 3.7.4. Project case summary and analytic memos to identify themes
- 3.7.5. A priori coding using Template Analysis (TA)
- 3.7.6. First cycle coding
- 3.7.7. Thematic network to analyse themes for relationships
- 3.7.8. Organising sub-themes, themes and overarching themes
- 3.7.9. Constructing matrices
- 3.7.10. Within-case analysis
- 3.7.11. Cross-case analysis
- 3.7.12. Validation of themes, relationships and conclusions
- 3.8. VALIDITY AND RELIABILITY METHODS
- 3.8.1. Framework for assessing trustworthiness
- 3.8.2. Sampling adequacy
- 3.8.3. Data triangulation
- 3.8.4. Data analysis triangulation
- 3.8.5. Prevalence Analysis
- 3.8.6. Audit trail and decision trails
- 3.8.7. Member (participant) checking
- 3.8.8. Peer reviews
- 3.8.9. Expert focus group
- 3.8.10. Thick and rich description
- 3.8.11. Reflexivity for credibility and controlling researcher's bias
- 3.9. ETHICAL CONSIDERATIONS
- 3.9.1. Informed consent
- 3.9.2. Confidentiality
- 3.10. CHAPTER SUMMARY
- CHAPTER 4 Research Findings
- 4.1. INTRODUCTION
- 4.2. THEMATIC STRUCTURE OF EMERGENT THEMES IN DATA ANALYSIS
- PART-1: OVERARCHING THEMES
- 4.3. RESEARCH QUESTION #1: MEANING OF ACCELERATED PROFICIENCY
- 4.3.1. Overarching theme C1: Proficiency
- 4.3.2. Overarching theme C2: Accelerated proficiency
- 4.3.3. Conclusion of research question #1
- 4.4. RESEARCH QUESTION #2: DRIVING FACTORS AND BENEFITS OF REDUCED TIME-TO-PROFICIENCY
- 4.4.1. Overarching theme D1: Magnitude and scale of time-to-proficiency business problem
- 4.4.2. Overarching theme D2: Business drivers for accelerating time-to-proficiency
- 4.4.3. Overarching theme D3: Business benefits of reduced time-to-proficiency
- 4.4.4. Conclusion of research question #2
- 4.5. RESEARCH QUESTION #3: PRACTICES AND STRATEGIES TO ACCELERATE PROFICIENCY.
- 4.5.1. Overarching theme (practice) P1: Defining business-driven proficiency measures
- 4.5.2. Overarching theme (practice) P2: Developing a proficiency reference map
- 4.5.3. Overarching theme (practice) P3: Sequencing an efficient proficiency path
- 4.5.4. Overarching theme (practice) P4: Manufacturing accelerated contextual experiences
- 4.5.5. Overarching theme (practice) P5: Promoting an active emotional immersion
- 4.5.6. Overarching theme (practice) P6: Setting up a proficiency eco-system
- 4.5.7. Conclusion of research question #3
- PART-2: EMERGENT THEMES
- 4.6. RESEARCH QUESTION #1: MEANING OF ACCELERATED PROFICIENCY
- 4.6.1. Emergent themes grouped under C1: Proficiency
- 1) Emergent theme C1.1: Proficiency refers to meeting established performance thresholds for a job role
- 2) Emergent theme C1.2: Consistency is the hallmark of the state of proficiency of a job role
- 3) Emergent theme C1.3: Proficiency is measured by business outcomes of the job role or observable actions linked to outcomes
- 4) Emergent theme C1.4: Proficiency is not just about learning an isolated skill, task or activity in a job
- 4.6.2. Emergent themes grouped under C2: Accelerated proficiency
- 1) Emergent theme C2.1: Accelerated proficiency is measured in terms of reduction in time-to-proficiency.
- 2) Emergent theme C2.2: A clear definition of proficiency for a job role is the most critical requirement to baseline, monitor and shorten time-to-proficiency.
- 3) Emergent theme C2.3: Accelerated proficiency is not accelerated learning or accelerated training.
- 4) Emergent theme C2.4: Training alone rarely leads to accelerating proficient performance, it requires solutions beyond training.
- 4.7. RESEARCH QUESTION #2: DRIVING FACTORS AND BENEFITS OF REDUCED TIME-TO-PROFICIENCY.
- 4.7.1. Emergent themes grouped under D1: Magnitude and scale of time-to-proficiency business problem
- 1) Emergent theme D1.1: Magnitude of time-to-proficiency problem
- 2) Emergent theme D1.2: Scale of time-to-proficiency problem
- 4.7.2. Emergent themes grouped under D2: Business drivers for accelerating time-to-proficiency
- 1) Emergent theme D2.1: Time-related pressures
- 2) Emergent theme D2.2: Speed-related competitiveness
- 3) Emergent theme D2.3: Skill-related deficiencies
- 4) Emergent theme D2.4: Cost or financial implications
- 4.7.3. Emergent theme grouped under D3: Business benefits of reduced time-to-proficiency
- 1) Emergent theme D3.1: Business gains
- 2) Emergent theme D3.2: Cost savings
- 3) Emergent theme D3.3: Improvement in operational metrics
- 4) Emergent theme D3.4: Improvement in productivity
- 4.8. RESEARCH QUESTION #3: PRACTICES AND STRATEGIES TO ACCELERATE PROFICIENCY
- 4.8.1. Emergent themes (strategies) grouped under P1: Defining business-driven proficiency measures
- 1) Emergent theme (strategy) P1.1: Starting with end in mind: upfront definition and measures of proficiency in terms of business outcomes and link it to business needs
- 2) Emergent theme (strategy) P1.2: Baseline and establish time-to-proficiency targets based on business drivers
- 4.8.2. Emergent themes (strategies) grouped under P2: Developing a proficiency reference map
- 1) Emergent theme (strategy) P2.1: Conduct upfront comprehensive work analysis drawn from the outcomes.
- 2) Emergent theme (strategy) P2.2: Profile capabilities and capacities of target performers
- 3) Emergent theme (strategy) P2.3: Model success behaviours of exemplary performers
- 4) Emergent theme (strategy) P2.4: Identify job operating conditions and environment factors that influence outcomes.
- 5) Emergent theme (strategy) P2.5: Analyse roadblocks and hindrances leading to longer time-to-proficiency.
- Notes:
- Description based on print version record.
- Other Format:
- Print version: Attri, Raman K, Modelling Accelerated Proficiency in Organisations
- ISBN:
- 9789811842900
- OCLC:
- 1321807775
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