Tareq Muhammad, Abdel-Razzaq Assim Ibrahim, Rahman Md Arafat, Choudhury Tonmoy
Department of Statistics, Jagannath University, Dhaka, Bangladesh.
Accounting & Finance, Prince Mohammad Bin Fahd University, Saudi Arabia.
Heliyon. 2021 Feb 26;7(2):e06163. doi: 10.1016/j.heliyon.2021.e06163. eCollection 2021 Feb.
Due to some of the limitations of monetary measures, various non-monetary approaches for assessing household wealth have been developed as alternative tools for classifying household socio-economic status. Among them, wealth indices based on household durable assets are being used. The literature revealed that two basic methods of constructing wealth indices are employed: an unweighted method, where assets are weighted equally; and a weighted method, where specific weights are assigned to assets. In the case of using the weighted method, weighting can be assigned using various techniques. The overall objective of the study is to compare the wealth indices constructed by using weighted and unweighted methods for assessing the socio-economic status of households in rural Bangladesh. Firstly, the study attempts to construct wealth indices based on durable assets using the unweighted method and two techniques of the weighted method: weighted index using the inverse of proportion, and weighted index using principal component analysis (PCA). Following this, the study compares some distributional characteristics of these indices as well as monetary indicators. At the same time, the study evaluates and examines some attractive properties of these indices such as the extent of clumping and truncation, consistency with traditional monetary measures. Comparative analysis revealed that the unweighted asset index, as well as weighted asset index using PCA, can be treated as an efficient alternative to the monetary measures to evaluate the living standard of the households in the present study. However, due to some advantage's asset index using PCA can be considered to be somewhat better than the unweighted index. But, as the unweighted asset index is not very different from the weighted asset index using PCA, it can also be used as an alternative to the monetary measures without the need to use weighting.
由于货币计量方法存在一些局限性,已开发出各种非货币方法来评估家庭财富,作为划分家庭社会经济地位的替代工具。其中,基于家庭耐用资产的财富指数正在被使用。文献表明,构建财富指数有两种基本方法:一种是未加权法,即资产被平等加权;另一种是加权法,即给资产赋予特定权重。在使用加权法的情况下,可以使用各种技术来分配权重。本研究的总体目标是比较使用加权法和未加权法构建的财富指数,以评估孟加拉国农村家庭的社会经济地位。首先,本研究尝试使用未加权法以及加权法的两种技术,即使用比例倒数的加权指数和使用主成分分析(PCA)的加权指数,基于耐用资产构建财富指数。在此之后,本研究比较了这些指数的一些分布特征以及货币指标。同时,本研究评估并检验了这些指数的一些吸引人的特性,如聚集和截断程度、与传统货币计量的一致性。比较分析表明,未加权资产指数以及使用PCA的加权资产指数,可以被视为评估本研究中家庭生活水平的货币计量方法的有效替代方法。然而,由于一些优势,使用PCA的资产指数可以被认为比未加权指数稍好一些。但是,由于未加权资产指数与使用PCA的加权资产指数差别不大,它也可以用作货币计量方法的替代方法,而无需使用加权。