title: The relatives are fine: use of qualitative firm data in economic analysis

authors: Fabling, Richard

subjects: qualitative data

abstract: We use qualitative and quantitative data for the same firms to examine the robustness of firms' qualitative responses regarding their performance. In contrast to some prior studies, firms accurately respond to qualitative questions regarding productivity and profitability relative to other firms. One reason for this accuracy is that the qualitative response options specifically include a don't know category that reduces misreporting and bias.

text: The relatives are fine: use of qualitative firm data in economic analysis We use qualitative and quantitative data for the same firms to examine the robustness of firms' qualitative responses regarding their performance. In contrast to some prior studies, firms accurately respond to qualitative questions regarding productivity and profitability relative to other firms. One reason for this accuracy is that the qualitative response options specifically include a don't know category that reduces misreporting and bias.

year: 2012

title: Mechanisms linking acculturation, work-family conflict, and subjective well-being among Chinese immigrants in New Zealand

authors: Shang, Sudong

subjects: Social Sciences

abstract: Work–family conflict (WFC) research has focused almost exclusively on nonimmigrant populations. To expand the understanding of WFC among immigrants, this longitudinal study (six‐month time lag) aimed to investigate the mechanisms linking acculturation, strain‐based WFC, and subjective well‐being. In order to do this, two theory‐based mediation models were developed and tested on a sample of 264 Chinese immigrants working in New Zealand using structural equation modeling. Results show that subjective well‐being mediated the effect of acculturation on strain‐based WFC, and acculturation did not directly influence strain‐based WFC. Furthermore, evidence was found for reciprocal relationships between strain‐based WFC and subjective well‐being, as well as for the same‐domain perspective. Strain‐based work interfering with family and strain‐based family interfering with work (two directions of strain‐based WFC) have significant effects on work‐related and family‐related well‐being, respectively, and vice versa. Overall, the present study provides an appropriate platform for future work–family research on immigrant populations and offers practical prescriptions for human resource managers to operate successfully within a diverse workplace.

text: Mechanisms linking acculturation, work-family conflict, and subjective well-being among Chinese immigrants in New Zealand Work–family conflict (WFC) research has focused almost exclusively on nonimmigrant populations. To expand the understanding of WFC among immigrants, this longitudinal study (six‐month time lag) aimed to investigate the mechanisms linking acculturation, strain‐based WFC, and subjective well‐being. In order to do this, two theory‐based mediation models were developed and tested on a sample of 264 Chinese immigrants working in New Zealand using structural equation modeling. Results show that subjective well‐being mediated the effect of acculturation on strain‐based WFC, and acculturation did not directly influence strain‐based WFC. Furthermore, evidence was found for reciprocal relationships between strain‐based WFC and subjective well‐being, as well as for the same‐domain perspective. Strain‐based work interfering with family and strain‐based family interfering with work (two directions of strain‐based WFC) have significant effects on work‐related and family‐related well‐being, respectively, and vice versa. Overall, the present study provides an appropriate platform for future work–family research on immigrant populations and offers practical prescriptions for human resource managers to operate successfully within a diverse workplace.

year: 2018

title: Distributed agent-centric system for indigenous data sovereignty

authors: Noovao, Setephano

subjects: holochain

abstract: The sovereignty of indigenous data is a key issue facing indigenous communities. Holochain, a distributed ledger technology, has the potential to address some of the challenges indigenous communities face with respect to data sovereignty. The purpose of this thesis is to critically evaluate the feasibility of using holochain technology to support indigenous data sovereignty. This paper first explores the literature on holochain technology, examining its underlying architecture and features. The research employs a three-phase design science research methodology, conducting an experiment to explore the integration of a decentralized application, holochain, with a prominent cloud service provider. The first phase concentrates on emulating real data-sharing platforms that may utilize data at its disposal, following the principles of indigenous data sovereignty, where a centralized platform could be hosted on a cloud computing service with multiple services in operation. The second phase involves developing a holochain application guided by the principles of indigenous data sovereignty. The final phase seeks to combine the established centralized platform from the first phase with the outcomes of the holochain application from the second phase to experimentally assess whether both technologies can create a data sovereignty solution that aligns with the needs of indigenous data sovereignty. The results of the experiment will provide a solid foundation for understanding the current state of the field and identifying areas where holochain can potentially offer solutions. Furthermore, the results of our research indicate that holochain shows significant promise in tackling the issue of indigenous data sovereignty, although there are considerable limitations that must be addressed and resolved to achieve improved results.

text: Distributed agent-centric system for indigenous data sovereignty The sovereignty of indigenous data is a key issue facing indigenous communities. Holochain, a distributed ledger technology, has the potential to address some of the challenges indigenous communities face with respect to data sovereignty. The purpose of this thesis is to critically evaluate the feasibility of using holochain technology to support indigenous data sovereignty. This paper first explores the literature on holochain technology, examining its underlying architecture and features. The research employs a three-phase design science research methodology, conducting an experiment to explore the integration of a decentralized application, holochain, with a prominent cloud service provider. The first phase concentrates on emulating real data-sharing platforms that may utilize data at its disposal, following the principles of indigenous data sovereignty, where a centralized platform could be hosted on a cloud computing service with multiple services in operation. The second phase involves developing a holochain application guided by the principles of indigenous data sovereignty. The final phase seeks to combine the established centralized platform from the first phase with the outcomes of the holochain application from the second phase to experimentally assess whether both technologies can create a data sovereignty solution that aligns with the needs of indigenous data sovereignty. The results of the experiment will provide a solid foundation for understanding the current state of the field and identifying areas where holochain can potentially offer solutions. Furthermore, the results of our research indicate that holochain shows significant promise in tackling the issue of indigenous data sovereignty, although there are considerable limitations that must be addressed and resolved to achieve improved results.

year: 2024