2023-09-28 14:46:10 +00:00
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abstract: 'Periodic Labour Force Survey (PLFS) is the major source of data on
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various labour force indicators in India at annual or quarterly basis
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which is on the field since 2017-18. It has strategically reformed the
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previous quinquennial Employment and Unemployment Survey of National
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Statistical Office, India. Mobility pattern of workers, basically in
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terms of commuting is one of the key information contained therein which
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essentially entails the workplace characteristics of the workforce. In
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this article PLFS 2017-18 and 2018-19 data is analysed which depicts
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state-wise large disparities in the commuting behaviour of workers,
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whereas most of the workers are out-commuting from rural areas. The
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potential reason behind is the rapid pace of urbanization and associated
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improved transportation facilities as well as search for stable non-farm
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employment opportunities by the rural workforce. Further, the planning
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of urbanization or creation of employment opportunities at rural places
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in each state requires within-state regional or disaggregated level
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information of workplaces, spatial concentration of works and workers.
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To pursue that, disaggregated level analysis of commuting pattern of
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workers is done using small area estimation approach. In particular,
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this article describes hierarchical Bayes (HB) measurement error (ME)
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small area model for binary variable of interest indicating whether
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individual in the workforce is commuting or not. The HBME model has been
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implemented to obtain district level rural commuters proportions in
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Uttar Pradesh state of India. This state specifically tops amongst the
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states in the number of rural commuters. A spatial map has been
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generated for visual inspection of disparity in commuting behaviour of
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workers, also such map is useful to the policy makers and administration
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for framing decentralized level plans or strategies eyeing stable
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mobility behaviour to persuade improvement in employment rate.'
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affiliation: 'Anjoy, P (Corresponding Author), Minist Stat \& Programme Implementat,
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Natl Accounts Div, Khurshid Lal Bhawan, New Delhi 110001, Delhi, India.
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Anjoy, Priyanka, Minist Stat \& Programme Implementat, Natl Accounts Div, Khurshid
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Lal Bhawan, New Delhi 110001, Delhi, India.'
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author: Anjoy, Priyanka
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author-email: anjoypriyanka90@gmail.com
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author_list:
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- family: Anjoy
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given: Priyanka
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da: '2023-09-28'
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doi: 10.1007/s40953-023-00338-x
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earlyaccessdate: FEB 2023
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eissn: 2364-1045
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files: []
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issn: 0971-1554
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journal: JOURNAL OF QUANTITATIVE ECONOMICS
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keywords: 'Commuting; Periodic Labour Force Survey; Small area estimation; Spatial
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map'
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keywords-plus: PREDICTION; MIGRATION; COUNTS; INCOME
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language: English
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month: JUN
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number: '2'
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number-of-cited-references: '42'
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pages: 339-361
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papis_id: 458fbe419ce811a771c1c087b8ef7e13
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ref: Anjoy2023hierarchicalbayes
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times-cited: '0'
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title: Hierarchical Bayes Measurement Error Small Area Model for Estimation of Disaggregated
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Level Workers Mobility Pattern in India
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2023-10-01 08:15:07 +00:00
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type: article
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2023-09-28 14:46:10 +00:00
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unique-id: WOS:000932675000002
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usage-count-last-180-days: '1'
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usage-count-since-2013: '1'
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volume: '21'
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web-of-science-categories: Economics
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year: '2023'
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