Transformer in navigation: Diverse government roles for open innovation in China's high-speed rail

Based on a longitudinal case study of China's high-speed rail embedded in the emerging economy context, we focus on what role the government plays and how that matters to open innovation (OI) for competitive advantage. By linking the OI literature with the national political institutions literature to motivate our research question, we propose a statist-based OI view to differentiate diverse government roles, investigating how government adopts roles in a combined way to push OI in stages. Our findings suggest that government is an important strategic decision-maker for OI. Specifically, the government plays various roles as commander, protector, cultivator, and intermediator, reflecting state activism derived from national political institutions, to construct institutional-level OI for domestic OI activities, and inbound and outbound OI across national borders. We find government can deliberately and strategically use its diverse roles in a combined way to push OI for competitive advantage through the industrial evolutionary process over time. Our study contributes to the OI literature and integrates the strategic management literature with the study of OI to provide new insights to explain the origins of competitive advantage from the state perspective.     

Improved Transferability of Data‐Driven Damage Models Through Sample Selection Bias Correction

Damage models for natural hazards are used for decision making on reducing and transferring risk. The damage estimates from these models depend on many variables and their complex sometimes nonlinear relationships with the damage. In recent years, data‐driven modeling techniques have been used to capture those relationships. The available data to build such models are often limited. Therefore, in practice it is usually necessary to transfer models to a different context. In this article, we show that this implies the samples used to build the model are often not fully representative for the situation where they need to be applied on, which leads to a “sample selection bias.” In this article, we enhance data‐driven damage models by applying methods, not previously applied to damage modeling, to correct for this bias before the machine learning (ML) models are trained. We demonstrate this with case studies on flooding in Europe, and typhoon wind damage in the Philippines. Two sample selection bias correction methods from the ML literature are applied and one of these methods is also adjusted to our problem. These three methods are combined with stochastic generation of synthetic damage data. We demonstrate that for both case studies, the sample selection bias correction techniques reduce model errors, especially for the mean bias error this reduction can be larger than 30%. The novel combination with stochastic data generation seems to enhance these techniques. This shows that sample selection bias correction methods are beneficial for damage model transfer.     

乡村振兴视域中的农民主体作用、制约因素及路径选择——基于湖南岳阳乡村的调查与思考

农民是农业和农村的主体,也是乡村振兴的内生因素,发挥农民主体作用对实施乡村振兴战略意义重大。当前农民对乡村振兴关注度和支持度较高,农民的主体作用发挥成为乡村振兴的根本动力。但现实中,农民主体作用也受到诸如农业综合效益较低、农民自身思想文化和能力素质不高、管理机制滞后及基础条件薄弱等多方面的因素制约,需要党委、政府综合施策,采取完善乡村治理、健全政策扶持、建立引导机制、补齐短板缺陷、加强培育培训等一系列政策措施,尊重、引导、激励和支持农民自我管理、自我发展,激发农民的主动性、积极性、创造性。     

Integrating Family Resilience and Family Stress Theory

The construct, family resilience, has been defined and applied very differently by those who are primarily clinical practitioners and those who are primarily researchers in the family field. In thisarticle, the family resilience perspective is integrated with conceptual definitions from family stress theory using the Family Adjustment and Adaptation Response (FAAR) Model in an effort to clarify distinctions between family resiliency as capacity and family resilience as a process. The family resilience process is discussed in terms of (a) the meaning of significant risk exposure (vs. the normal challenges of family life) and (b) the importance of making conceptual and operational distinctions between family system outcomes and family protective processes. Recommendations for future family resilience research are discussed.     

谈新教师的角色投入

新教师要树立正确的角色意识 ,培养深厚的角色情感 ,锻炼角色耐受挫折的能力 ,养成角色的文明行为习惯 ,加强角色的反思和更新 ,以促进角色的成熟和发展     

律师在侦查阶段的诉讼地位和作用

律师在侦查阶段介入刑事诉讼不享有辩护人的独立诉讼地位 ,其法律行为具有法律帮助性质 ,主要为犯罪嫌疑人提供法律咨询 ,代理申诉、控告和为犯罪嫌疑人申请取保候审等。这种界定不仅有利于明确律师在侦查阶段的职责 ,也有利于打消认为律师介入侦查将带来太多负效应的顾虑。     

英汉句法的比较和转换

英汉句法存在三种最基本的差异 ,即树型结构和线型结构、形合法和意合法以及句子界线的差异。在此基础上 ,着重介绍英汉互译过程中的三种转换方法     

论高校内部资金结算中心

现代财务管理的核心是资金的管理 ,而高校内部资金结算中心就是以货币资金管理为中心 ,针对目前高校资金紧张现状 ,加强资金管理的职能部门。文章从高校内部资金结算中心存在的必要性、职能、管理、发展前景等方面略抒己见。     

职业地位取得的社会性别差异

本文从描述被调查夫妇之间职业流动的性别差异出发，分别勾画出他们的地位实现模型。首先验证了不论性别，教育地位都是决定职业地位实现的首要变量；但也正是在教育地位的实现和向上流动(再求学)中，伴随婚姻生育等生命事件的发生，无形的结构性制度因素(意识形态层面的性别制度、性别规范和性别文化)正如后现代主义试图解构的那样依然支配着性别角色的社会化和继续社会化，使扮演双重角色的妻子或无意识地或有意识地遭遇了丈夫不为之所累的两难困境，并最终阻碍了女性的教育地位、既而是职业地位的实现。本文最后提出了三点建议和几个尚待解决的问题。     

长三角地区儒商的历史作用浅析

历史上的儒商以市场为枢纽，以资源整合为契机，以儒商特有的商业精神和价值体系，在国家、民生、市场和企业间寻找到一定的内在关系和共同点，并形成规模和品牌，为新兴都市的发展作出了贡献。其“得利及人”的核心价值体系，既是近代儒商自身发展的需要，也是社会和地区发展的需要，是融企业使命与社会责任于一体的区域发展本质的具体体现，更是长三角城市带崛起所以能取得现在这样成就的根本所在。在贯彻科学发展观的今天，儒商思想是实现可持续发展的重要精神武器。