The demand for life insurance : dynamic ecological systemic theory using machine learning techniques

The demand for life insurance : dynamic ecological systemic theory using machine learning techniques / Wookjae Heo.

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Bibliographic Details
Main Author: Heo, Wookjae
Format: eBook
Language:English
Published: Cham : Palgrave Macmillan, 2020.
Subjects:
Life insurance.
Life insurance
Online Access:Click for online access
Table of Contents:
  • Intro
  • Preface
  • Contents
  • List of Figures
  • List of Tables
  • Chapter 1 Introduction: A Need of New Framework in Financial Planning with the Case of Life Insurance Demand
  • Abstract
  • 1.1 Introduction and Statement of the Problem
  • 1.2 Purpose and Justification of Study
  • 1.2.1 Complexity Among the Determinants of the Demand for Life Insurance
  • 1.2.2 Adoption of a Dynamic Nonlinear Systemic Approach
  • 1.3 Research Questions and Hypotheses
  • 1.4 Specific Research Objectives
  • References
  • Chapter 2 Theoretical Background: A New Theoretical Framework for Financial Planning with the Case of Life Insurance Demand-Dynamic Ecological Systemic Framework
  • Abstract
  • 2.1 Introduction to Conceptual and Theoretical Framework
  • 2.1.1 Ecological Framework
  • 2.1.2 Transformative Consumer Research
  • 2.1.3 Nonlinear Science in Economic Areas
  • 2.1.3.1 Complexity in the Actual World and Nonlinear Science with Chaotic Dynamics
  • 2.1.3.2 Adopting Nonlinear Science in Economics
  • 2.1.3.3 Examples of Adopting Nonlinear Science in Economic-Related Areas
  • 2.1.3.4 Summary
  • 2.1.4 Concept of Dynamic Nonlinear Systemic Framework Concepts
  • 2.1.5 Conceptual Artificial Neural Network Model Using the Dynamic Nonlinear Systemic Framework
  • 2.1.5.1 Artificial Neural Networks: A Primer
  • 2.2 Definitions
  • 2.2.1 Life Insurance
  • 2.2.2 Dynamic Nonlinearity
  • 2.2.3 System
  • 2.3 Assumptions and Limitations
  • 2.4 Summary
  • References
  • Chapter 3 Literature Review: Previous Literature for Understanding Life Insurance and Behavioral Demand for Life Insurance
  • Abstract
  • 3.1 Historical Context Discussion
  • 3.1.1 Understanding Risk, Risk Management, and the Need for Insurance
  • 3.1.2 Personal Need for Life Insurance
  • 3.1.3 Understanding Life Insurance
  • 3.1.4 Understanding Life Insurance Demand: The Actuarial Perspective
  • 3.1.5 Understanding Life Insurance Demand: The Lifespan-Related Economics Perspective
  • 3.1.6 Understanding Life Insurance Demand: The Behavioral Economics Perspective
  • 3.1.7 Summary
  • References
  • Chapter 4 Practical Approach: Practical Approach to Personal Needs of Life Insurance with Dynamic Systemic Framework
  • Abstract
  • 4.1 Review of Studies and Scholarly Works Related to the Research Proposed for the Analysis
  • 4.1.1 Factors Inside the Household-Level System
  • 4.1.2 Factors from the Microenvironmental System
  • 4.1.3 Factors from the Macroenvironmental System
  • 4.2 Summary and Analysis of the Literature as Applied to the Research Problem
  • References
  • Chapter 5 Empirical Analysis Part 1 Methodology and Data: Empirical Example of Predicting the Demand for Life Insurance by Using the Dynamic Systemic Framework
  • Abstract
  • 5.1 Brief Overview
  • 5.2 Design of the Study and Methods

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