Capturing Perception to Poverty using Conjoint Analysis & Partial Profile Choice Experiment
Fuente:
arXiv
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
| _version_ | 1866914973264904192 |
|---|---|
| author | De, Anushka Mukherjee, Diganta |
| author_facet | De, Anushka Mukherjee, Diganta |
| contents | The objective of this study is applying a utility based analysis to a comparatively efficient design experiment which can capture people's perception towards the various components of a commodity. Here we studied the multi-dimensional poverty index and the relative importance of its components and their two-factor interaction effects. We also discussed how to model a choice based conjoint data for determining the utility of the components and their interactions. Empirical results from survey data shows the nature of coefficients, in terms of utility derived by the individuals, their statistical significance and validity in the present framework. There has been some discrepancies in the results between the bootstrap model and the original model, which can be understood by surveying more people, and ensuring comparative homogeneity in the data. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2410_11398 |
| institution | arXiv |
| publishDate | 2024 |
| record_format | arxiv |
| spellingShingle | Capturing Perception to Poverty using Conjoint Analysis & Partial Profile Choice Experiment De, Anushka Mukherjee, Diganta Applications General Economics Economics The objective of this study is applying a utility based analysis to a comparatively efficient design experiment which can capture people's perception towards the various components of a commodity. Here we studied the multi-dimensional poverty index and the relative importance of its components and their two-factor interaction effects. We also discussed how to model a choice based conjoint data for determining the utility of the components and their interactions. Empirical results from survey data shows the nature of coefficients, in terms of utility derived by the individuals, their statistical significance and validity in the present framework. There has been some discrepancies in the results between the bootstrap model and the original model, which can be understood by surveying more people, and ensuring comparative homogeneity in the data. |
| title | Capturing Perception to Poverty using Conjoint Analysis & Partial Profile Choice Experiment |
| topic | Applications General Economics Economics |
| url | https://arxiv.org/abs/2410.11398 |