Placing the Normative Logics of Accountability in Thick Perspective

This paper provides a critical reflection on the heavily normative nature of current accountability debates. In particular, three streams of normative discourse on nonprofit accountability are identified: improving board governance; improving performance-based reporting; and, demonstrating progress towards mission. A focus on these normative logics, while important, can mask the realities of social structure and the relations of power that underlie them. The paper thus proposes a more empirical approach to framing accountability problems thick description and interpretation that might enable us better to understand how social regimes of accountability actually operate and in which the instruments of accountability are at least as likely to reproduce relationships of inequality as they are to overturn them.This publication is Hauser Center Working Paper No. 33.2. Hauser Working Paper Series Nos. 33.1-33.9 were prepared as background papers for the Nonprofit Governance and Accountability Symposium October 3-4, 2006

Making Adaptive Resilience Real

This publication focuses on developing understanding and debate about adaptive resilience, and increasing sectoral understanding of its importance through experimentation and sharing of best practice

Knowledge will Propel Machine Understanding of Content: Extrapolating from Current Examples

Machine Learning has been a big success story during the AI resurgence. One particular stand out success relates to learning from a massive amount of data. In spite of early assertions of the unreasonable effectiveness of data, there is increasing recognition for utilizing knowledge whenever it is available or can be created purposefully. In this paper, we discuss the indispensable role of knowledge for deeper understanding of content where (i) large amounts of training data are unavailable, (ii) the objects to be recognized are complex, (e.g., implicit entities and highly subjective content), and (iii) applications need to use complementary or related data in multiple modalities/media. What brings us to the cusp of rapid progress is our ability to (a) create relevant and reliable knowledge and (b) carefully exploit knowledge to enhance ML/NLP techniques. Using diverse examples, we seek to foretell unprecedented progress in our ability for deeper understanding and exploitation of multimodal data and continued incorporation of knowledge in learning techniques.Comment: Pre-print of the paper accepted at 2017 IEEE/WIC/ACM International Conference on Web Intelligence (WI). arXiv admin note: substantial text overlap with arXiv:1610.0770

Customization in Designing a Course for Interpreter Training

This article deals with the notion of customization for the purpose of conference interpreter training. Two years ago a new MA level programme in Interpreting and Translation was created at the School of Languages and International Studies, University of Central Lancashire in Preston, UK. At the beginning of the third year of teaching on the programme, the author attempts to analyse the course design to find out if the course can be tailored to meet an individual student‟s needs while at the same time ensuring that the students are taught all the key modules. All the modules that are directly relevant to practising interpreting skills are presented and carefully analysed. The author is also interested in the process of intercultural communication between students from the respective language streams on the course (so far, in alphabetical order, Arabic, Chinese, French, German and Polish) and the influence it could have on the students‟ co-operation within the course. Another important background question is related to the impact customisation in the course design could potentially have on the alumni‟s employability and in what way the programme actually prepares students for their future professional lives. Conclusions and evaluation form the last part of the article

Chasing Sustainability on the Net : International research on 69 journalistic pure players and their business models

This report outlines how online-based journalistic startups have created their economical locker in the evolving media ecology. The research introduces the ways that startups have found sustainability in the markets of ten countries. The work is based on 69 case studies from Europe, USA and Japan. The case analysis shows that business models can be divided into two groups. The storytelling-oriented business models are still prevalent in our findings. These are the online journalistic outlets that produce original content – news and stories for audiences. But the other group, service-oriented business models, seems to be growing. This group consists of sites that don’t try to monetize the journalistic content as such but rather focus on carving out new functionality. The project was able to identify several revenue sources: advertising, paying for content, affiliate marketing, donations, selling data or services, organizing events, freelancing and training or selling merchandise. Where it was hard to evidence entirely new revenue sources, it was however possible to find new ways in which revenue sources have been combined or reconfigured. The report also offers practical advice for those who are planning to start their own journalistic site

What was the programme theory of New Labour’s health system reforms?

To examine whether the Health System Reforms delivered the promise of being a coherent and mutually supporting reform programme; to identify the underlying programme theory of the reform programme; to reflect on whether lessons have been learned. \ud \ud Documentary analysis mapping the implicit and explicit programme theories about how the reforms intended to achieve its goals and outcomes. Semi-structured interviews with policy-makers to further understand the programme theory. \ud \ud The Health System Reforms assumed a ‘one size fits all’ approach to policy implementation with little recognition that some contexts can be more receptive than others. There was evidence of some policy evolution and rebalancing between the reform streams as policy-makers became aware of some perverse incentives and unforeseen consequences. Later elements aimed to restore balance to the system. \ud \ud The Health System Reforms do not appear to comprise a coherent and mutually supportive set of levers and incentives. They appear unbalanced with the centre of gravity favouring suppliers over commissioners. However, recent reform changes have sought to redress this imbalance to some extent, suggesting that lessons have been learned and policies have been adapted over time