遇见数据集

ADB MRIO Panel Data (2000-2023) for adbmrio R Package

收藏
Zenodo2025-11-24 更新2026-05-26 收录
官方服务:

资源简介:

This dataset provides a pre-processed, harmonized panel of the Asian Development Bank (ADB) Multi-Regional Input–Output (MRIO) tables. It integrates historical MRIO releases and the more recent environmentally extended tables into a single, consistent R list object, suitable for time-series analysis of production, trade, and global value chain (GVC) linkages. All values are expressed in constant prices. The panel covers 63 economies and 35 sectors, with a uniform sectoral classification and matrix dimension across time. Temporal Coverage The panel contains 17 benchmark years within the 2000–2023 period: Available years: 2000, 2007, 2008, 2009, 2011, 2012, 2013, 2014, 2015, 2016, 2017, 2018, 2019, 2020, 2021, 2022, 2023 Non-available years: 2001–2006, 2010 Key Features Harmonized time series. Variables, country coverage, sector coverage, and matrix dimensions are standardized across all 17 years. Environmental extension. 2017–2023. Includes ADB’s Environmentally Extended Multiregional Input–Output Tables (EE-MRIOTs) with CO₂ emissions in both level form (CO2_raw) and intensity coefficients (CO2_coeff, CO2_diag). 2000–2016. Emission-related variables are zero-valued placeholder matrices. This design preserves a stable data structure so that code using emissions can run without modification while returning zeros for environmental indicators in earlier years. Efficient storage. The dataset is stored as a compressed .rds file using sparse matrix formats to support large-scale linear algebra operations in R. Intended Use The panel is designed as the core input for the adbmrio R package and for MRIO-based research on trade, production linkages, and GVC participation. Its structure is compatible with bilateral trade decomposition and GVC analysis following, for example, Zhang et al. (2017) and related frameworks. File Information File name: ADB_MRIO_Merged_Panel_2000_2023.rds Format: R serialized list object (saveRDS) Dimensions Number of economies (S): 63 Number of sectors per economy (N): 35 Total sectors (GN): 2,205 Global IO matrix size: 2,205 × 2,205 Data Structure At the top level, the object is a list with two main elements: metadata years Each entry mrio$years[["YYYY"]] corresponds to a specific benchmark year and contains: dimensions num_countries (63) num_sectors (35) total_sectors (2,205) core_matrices Z . Intermediate use matrix (2,205 × 2,205) X . Gross output vector (2,205 × 1) Y . Final demand matrix (2,205 × 315) VA_raw . Value-added vector (2,205 × 1) coefficients A . Total technical coefficient matrix A_D . Block-diagonal domestic technical coefficients A_F . Foreign (cross-border) technical coefficients VA_coeff . Value-added coefficients VA_diag . Diagonal matrix of value-added coefficients multipliers B . Global Leontief inverse, ((I - A)^{-1}) L . Domestic Leontief inverse, ((I - A_D)^{-1}) final_demand Y_R . Total final demand by sector Y_D_R . Domestic final demand by sector Y_F_R . Foreign (export) final demand by sector Y_country . Final demand by absorbing country (2,205 × 63) Y_D . Domestic final demand matrix Y_F . Foreign final demand matrix trade E_s . Gross exports by sector emissions CO2_raw CO₂ emissions vector (non-zero for 2017–2023, zeros for 2000–2016) CO2_coeff . CO₂ emission coefficients CO2_diag . Diagonal matrix of emission coefficients The metadata element records the list of years included, the number of countries and sectors, and basic information on the data source and matrix format. Related Software R package: adbmrio Repository: https://github.com/BallavBabu/adbmrio Attribution This dataset is constructed from the Asian Development Bank MRIO Database. Users should cite the original ADB MRIO documentation and data sources when using this panel in academic or policy research, in addition to citing this Zenodo record and any related methodological papers.

提供机构:
Zenodo
创建时间:
2025-11-19
搜集汇总
数据集介绍
ADB MRIO Panel Data (2000-2023) for adbmrio R Package 数据集图片
背景与挑战
背景概述
该数据集是亚洲开发银行多区域投入产出表(ADB MRIO)的预处理面板数据,覆盖2000-2023年17个基准年,包含63个经济体和35个部门,所有数值以不变价格表示。它整合了历史MRIO版本和环境扩展表,其中2017-2023年包含CO₂排放数据,早期年份为零占位符,以保持数据结构一致性。数据以压缩的R序列化对象存储,旨在支持adbmrio R包进行时间序列分析和全球价值链研究。
以上内容由遇见数据集搜集并总结生成
二维码
社区交流群
二维码
科研交流群
商业服务