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The purpose of this study is to illuminate financial commitment of a firm vis-a-vis corporate behavior of 519 reported fabric businesses in G-20 states. This study also aims to take into account the regional baseline comparisons (i.e. subsampling) of G-20 firms based on the available data. The pattern of the current study comes from the registered companies in the G-20 states. For the fabricating business, the 2007–2018 annual financial statements are obtained from the Thomson Reuters Data Stream and World Stock Exchange.

For the investigation, the panel data were analyzed from the period 2007–2018 by applying summary statistics of ordinary least square, correlation matrix and generalized method of moments.

The findings of this study suggest that Ln assets, dividends and investments have a positive association with the debt level. In addition, profitability and working capital were negatively associated with change in total debt under pecking order theory.

The effects of the geographical location of the firms and current global economic downturn were accounted for the capital structure decisions and corporate performance of G-20 firms.

This study instigates observed phenomenon elicited from capital structure theory by applying analytical method, instead of describing them in terms of administrative selection, taking measure and chief financial officers risk preference. Finally, work is required to form new hypothesis and explore novel factors that could enrich academic scholars’ motivation.

The main goal of this study is to analyze how monetary debt effects firm behavior of 167 registered manufacturing companies in G-7 countries.

The sample of the present study is taken from the listed firms in G-7 countries. For the building companies, the yearly financial statements of 2007–2018 have been taken from world stock exchange and Thomson Reuters Data Stream. In this study, regression analysis are directed with panel data over the period of 2007–2018 using ordinary least square summary statistics, correlation matrix and generalized method moments. Data were analyzed by employing E Views and Stata 13 software.

The significant findings of the current study indicated that fixed assets, tangible assets, taxes, net cash and profitability have positive association with debt level.

The current work include only registered manufacturing firms in G-7 countries. Moreover, ownership types are not accounted for in this study.

The current analysis is an empirical investigation of antecedents of debt regarding G-7 countries with up-to-date data. Various regression inquires have been made to design the models using different measures of debt and measure of firm performance indicators. These works will assist G-7 countries firms to know the effects of identified factors on time raising debt level.

The current work has been finalized using genuine data of yearly reports and database. This study incorporated antecedents of debt, which have limited discourse in prior literature. Furthermore, this study explores the connection between debt level and firm performance of G-7 countries.

In rural areas, geographic location is key to market access and labor mobility of farm households. This paper aims to investigate the opportunities and constraints of smallholder rubber farmers in southwest China to adjust to the changes in economic and institutional conditions, namely the declining rubber prices, emerging land rental markets and growing off-farm job opportunities.

The empirical basis is a dataset of some 600 rubber farmers in Xishuangbanna Dai Autonomous Prefecture, Yunnan Province, collected in March 2015. The study uses instrumental variable and recursive bivariate probit models to account for possible endogeneity and selection bias.

With rubber prices in decline, the elevation of rubber plantations is an essential factor for the costs of access to the local factor markets and influences farm households' possibilities to adopt coping strategies. Notably, we find a U-shape type of relationship between the location and renting-out land due to the decline in rubber profitability. Rubber producers in low elevations are better bestowed with access to local markets. Households in high elevations, where rubber planting came in later, can shift to new crops like tea. However, the economic resilience of farmers in middle elevations is low due to their higher adjustment costs.

The paper provides a constructive basis for designing more location-specific development policies and can help avoid the past often ineffective blanket measures. Its implications have significant relevance for areas with similar conditions, for example, the remote, ethnic minority–dominated and mountainous rural areas in China.