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Productivity Measurement With Big Data: A Data-Driven Approach Capturing Firm Heterogeneity 用大数据衡量生产率:数据驱动的方法捕捉企业异质性
IF 1 4区 经济学 Q3 ECONOMICS Pub Date : 2025-06-08 DOI: 10.1111/1467-8462.70014
Shipei Zeng, Kevin J. Fox

We develop a new method for estimating production frontiers that allows the identification of sources of firm productivity variability. Our novel approach enhances the understanding of productivity growth and its sources, and the role of firm dynamics on growth. The empirical results using Australian firm-level data demonstrate that the approach can provide important insights, which can better inform policy formulation.

我们开发了一种估算生产边界的新方法,该方法允许识别企业生产率变化的来源。我们的新方法增强了对生产率增长及其来源的理解,以及企业动态对增长的作用。使用澳大利亚公司层面数据的实证结果表明,该方法可以提供重要的见解,这可以更好地为政策制定提供信息。
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引用次数: 0
Working From Home: The Australian Experience 在家工作:澳大利亚的经验
IF 1 4区 经济学 Q3 ECONOMICS Pub Date : 2025-06-03 DOI: 10.1111/1467-8462.70010
Inga Laβ, Mark Wooden

This article reviews the experience in Australia with working from home (WFH). It briefly examines what is meant by WFH, highlighting the distinction between extension and replacement WFH and the importance of identifying those who work full days from home. It then presents evidence on the changing incidence of WFH in Australia and the types of workers who are most likely to work from home following the pandemic. It shows that around one in four workers regularly worked at least one full day from home in 2023, with hybrid work arrangements being more prevalent than working all days from home. Furthermore, WFH was concentrated in high-skilled white-collar office jobs. Finally, the growing body of research on the impacts of WFH on both workers and employers is reviewed. While there are both benefits and drawbacks, the Australian evidence mostly points to beneficial outcomes of WFH for workers. Far less is known about the impacts on employers, with Australian research being especially scarce.

本文回顾了澳大利亚在家工作的经验。它简要地检查了WFH的含义,强调了延长和替代WFH之间的区别,以及确定那些在家工作一整天的人的重要性。然后,它提供了证据,说明澳大利亚工作外遗发病率的变化,以及大流行后最有可能在家工作的工人类型。调查显示,到2023年,约有四分之一的员工经常在家工作至少一天,混合工作安排比整天在家工作更为普遍。此外,WFH主要集中在高技能的白领办公室工作。最后,本文回顾了越来越多的关于劳动报酬对工人和雇主的影响的研究。虽然有好处也有缺点,但澳大利亚的证据大多指向了工人的有益结果。人们对其对雇主的影响知之甚少,澳大利亚的研究尤其匮乏。
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引用次数: 0
Have Changes in the Australian Labour Market This Century Contributed to Rising Voter Disaffection? 本世纪澳大利亚劳动力市场的变化导致选民不满情绪上升吗?
IF 1 4区 经济学 Q3 ECONOMICS Pub Date : 2025-05-29 DOI: 10.1111/1467-8462.70012
Roger Wilkins

Drawing on HILDA Survey data, this article provides an overview of changes in the Australian labour market since 2001 with a view to identifying whether these changes have the potential to contribute to a rise in disaffection in the community. Over the period since 2001 as a whole, employment and wage growth have been relatively broadly experienced across the community. However, some deterioration in labour market outcomes is evident for young men, and there is tentative evidence of rising disaffection among low-wage employees. Moreover, while the post-pandemic period has seen strong employment growth, real after-tax wages declined appreciably between 2021 and 2023, although these wage declines have been broadly felt.

根据HILDA调查数据,本文概述了自2001年以来澳大利亚劳动力市场的变化,以确定这些变化是否有可能导致社区不满情绪的上升。在整个2001年以来的一段时间里,整个社会的就业和工资增长相对普遍。然而,对于年轻男性来说,劳动力市场结果明显出现了一些恶化,而且有初步证据表明,低薪员工的不满情绪正在上升。此外,虽然大流行后时期就业增长强劲,但2021年至2023年期间实际税后工资明显下降,尽管人们普遍感受到这些工资下降。
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引用次数: 0
Perception and Reality of Energy Poverty in Australia: Do They Shape Voting Intentions? 澳大利亚能源贫困的认知与现实:它们是否影响了投票意向?
IF 1 4区 经济学 Q3 ECONOMICS Pub Date : 2025-05-29 DOI: 10.1111/1467-8462.70011
Kushneel Prakash, Sefa Awaworyi Churchill, Russell Smyth

This study examines how energy poverty shapes voting intentions in Australia. We compare support for the major parties (Labor and the Liberal National Coalition) with support for the minor parties. We also examine how energy poverty influences two-party preferred voting intentions between the two major parties (Coalition and Labor). We find that energy-poor households have 8 percentage points lower probability of supporting either major party compared to alternatives and that energy poor households are 1.4 times more likely to intend to vote for right wing populist minor parties than other minor parties or independents. When comparing Labor and the Coalition directly, energy poverty reduces support for Labor by 3.7 percentage points, reflecting Labor's stronger climate policies that voters likely associate with higher energy costs, while the Coalition's fossil fuel-aligned stance appears to resonate more with energy stressed households. The findings contribute to economic voting theories by demonstrating how sector-specific financial stress can reshape political behaviour.

这项研究考察了能源贫困如何影响澳大利亚的投票意向。我们比较了主要政党(工党和自由国家联盟)和小政党的支持率。我们还研究了能源贫困如何影响两个主要政党(联盟党和工党)之间的两党首选投票意向。我们发现,与替代方案相比,能源贫乏家庭支持任何一个主要政党的可能性要低8个百分点,而能源贫乏家庭打算投票给右翼民粹主义小党的可能性是其他小党或独立人士的1.4倍。当直接比较工党和联盟党时,能源贫困使工党的支持率下降了3.7个百分点,这反映了工党更强有力的气候政策,选民可能将其与更高的能源成本联系在一起,而联盟党与化石燃料结盟的立场似乎更能与能源紧张的家庭产生共鸣。这些发现通过展示特定行业的金融压力如何重塑政治行为,为经济投票理论做出了贡献。
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引用次数: 0
Disaffection in Australia 澳大利亚的不满情绪
IF 1 4区 经济学 Q3 ECONOMICS Pub Date : 2025-05-29 DOI: 10.1111/1467-8462.70013
John P. de New, Elizabeth Webster
<p>Support for minor parties and independents at Australian Federal elections more than doubled in two decades from 15% in 2007 to 33% in 2025. Relatedly, there has been consistent rises in popularist parties around the world, especially right-wing parties, this century. This includes Italy, France, Greece, Sweden, Netherlands, Hungary, Austria, Germany, USA, Poland, Belgium, and for a short period, the UK. In this policy forum, we examine whether this drift from centralist Australian political parties parallels the trends and drivers present in other Western economies.</p><p>Populism typically presents enticingly simple answers to address complex problems. The binary populist narrative of the ‘pure people’ against the ‘corrupt elite’ undermines democratic systems and erodes the rule of law (Hisarciklioglu et al. <span>2022</span>; Aktas <span>2024</span>). Studies suggest several motives: cultural conservativism (coupled with anti-immigration); distrust of institutions and elite experts; and economic insecurity from declining employment opportunities, globalism and poor career paths. These can be summarised as the loss of one's self-perceived ‘entitled’ status (Ali et al. <span>2023</span>; Friedrichs <span>2025</span>; Aktas <span>2024</span>).</p><p>The less economically secure strata of society, those on low wages; the long-term unemployed, and people from declining industries, see elections as an opportunity to punish the political and economic mainstream. This anger is often fuelled by candidates who play into this antagonism – somewhat reminiscent of Europe post-WWI. Aktas (<span>2024</span>) claims that the disaffected strata in Europe are frustrated with mainstream political parties' responses to economic and social problems.</p><p>Despite Australia's largely absolute rejection of extreme right platitudes in the 2025 federal election, which resembled right-wing politicians in the USA and Canada, it is clear that Australia must remain vigilant. Botha et al. (<span>2025</span>) argue that although Australia has not yet experienced the extreme polarisation and democratic erosion observed elsewhere, current trends put Australia on a similar trajectory. The three studies in this Policy Forum use unit record (person-level) data over an extended period to identify the disaffected citizens who are attracted to the minor parties and to investigate which factors appear to be driving these views.</p><p>The first study by Prakash et al. (<span>2025</span>) finds a negative association between experiencing energy poverty and voting intentions. They find that energy-poor households are 8 percentage points less likely to support either major party compared to alternatives and that energy-poor households are 1.4 times more likely to vote for right-wing populist minor parties compared with other minor parties or independents. They believe that experiencing energy poverty reduces support for renewable climate policies due to the perception that they raise
在澳大利亚联邦选举中,小党派和独立党派的支持率在20年间翻了一番多,从2007年的15%上升到2025年的33%。与此相关的是,本世纪以来,世界各地的民粹主义政党,尤其是右翼政党,一直在不断崛起。这包括意大利、法国、希腊、瑞典、荷兰、匈牙利、奥地利、德国、美国、波兰、比利时,以及英国。在这个政策论坛上,我们研究了这种来自澳大利亚中央集权政党的漂移是否与其他西方经济体的趋势和驱动因素相似。民粹主义通常为解决复杂问题提供诱人的简单答案。“纯粹的人民”反对“腐败的精英”的二元民粹主义叙事破坏了民主制度,侵蚀了法治(Hisarciklioglu等人,2022;Aktas 2024)。研究表明了几个动机:文化保守主义(加上反移民);对机构和精英专家的不信任;以及就业机会减少、全球化和糟糕的职业道路带来的经济不安全感。这些可以概括为一个人自我感知的“有权”地位的丧失(Ali et al. 2023;弗里德里希·2025;Aktas 2024)。社会中经济保障较差的阶层,工资较低的阶层;长期失业者和来自衰退行业的人,将选举视为惩罚政治和经济主流的机会。这种愤怒往往是由那些利用这种对抗的候选人助长的——这有点让人想起一战后的欧洲。Aktas(2024)声称,欧洲的不满阶层对主流政党对经济和社会问题的反应感到沮丧。尽管澳大利亚在2025年的联邦选举中基本上绝对拒绝了极右翼的陈词滥调,但很明显,澳大利亚必须保持警惕,这与美国和加拿大的右翼政客很相似。Botha等人(2025)认为,尽管澳大利亚尚未经历其他地方观察到的极端两极分化和民主侵蚀,但目前的趋势使澳大利亚走上了类似的轨道。本政策论坛的三项研究在较长时期内使用单位记录(个人层面)数据来确定被小党派吸引的心怀不满的公民,并调查哪些因素似乎推动了这些观点。普拉卡什等人(2025)的第一项研究发现,经历能源贫困与投票意愿之间存在负相关关系。他们发现,与其他选择相比,能源贫乏的家庭支持任何一个主要政党的可能性要低8个百分点,而能源贫乏的家庭投票给右翼民粹主义小政党的可能性是其他小政党或独立人士的1.4倍。他们认为,经历能源贫困会减少对可再生气候政策的支持,因为人们认为这些政策“在穷人的背上”提高了家庭能源成本。西班牙和瑞典也发现了能源贫困与投票意向之间的联系(Bolet et al. 2024;Brännlund等人2024;Brännlund和Peterson 2024)。Botha等人(2025)的第二篇文章追踪了自1995年以来的消费者情绪,揭示了经济悲观情绪是广泛的,而不是局限于特定的选区。对经济抱有负面预期的选民更有可能支持小党派或独立人士,这种联系自2010年代中期以来得到了加强。真实的和感知的经济不满,特别是自全球金融危机(GFC)以来,都与未满足的政策要求和对政府绩效的长期不满有关。考虑到澳大利亚在全球金融危机期间和之后相对稳定的宏观经济状况,这是令人惊讶的。他们认为,主要政党支持率下降的原因是人们对其表现的看法,而不是实际的经济危机本身。他们警告说,如果对不平等、住房负担能力和基本医疗成本等根本问题没有可信的回应,政治不满可能会加剧。选民们越来越认为联盟党和工党政府对他们的需求反应迟钝。在最后一篇文章中,威尔金斯(2025)深入研究了劳动力市场的经验。他利用HILDA的数据表明,自2001年以来,没有大学学历的年轻人获得全职工作的机会明显减少。这一点在全球金融危机到来至2018年期间尤为明显。相比之下,工资谈判制度保护了低薪工人,年龄在18-39岁之间、没有大学学历的男性的平均工资增长与年龄较大的男性相当(2001年至2023年期间为19%)。威尔金斯接着声称,澳大利亚的工资决定体系受到的监管比美国更严格,这确保了低技能工人的工资增长与高技能工人相当,甚至更高。 这种黯淡的就业结果反映在主观幸福感上。所研究的三项满意度指标的变化,对收入分布中处于底层五分之一的男性雇员来说是最不利的。排在最后五分之一的男性在俱乐部会员和对他人的信任程度上也经历了最大的下降。对于女性来说,没有一致的模式。威尔金斯指出,尽管有一些迹象表明工资与“不满”指标的变化之间存在联系,但本世纪的工资变化似乎不太可能成为选民不满的主要驱动因素。所有作者都就如何防止滑向欧美式民粹主义发表了评论。根据Botha等人(2025)的说法,处理首次购房者补贴和税收优惠而不解决供应限制的住房政策可能会弄巧成拙。同样,政府未能将皇家委员会的建议落实到老年护理、银行和残疾人服务中,这可能是引起不满的一个因素。在世界其他地方,评论人士关注的是社交媒体和党派媒体在扭曲公众认知和塑造政策辩论方面的作用,这些辩论不一定反映更广泛的社会关注。自愿投票国家担心的是传统民主问责机制的削弱,因为政治家可以通过迎合极端意识形态来确保权力,并让边缘的自愿选民相信投票无论如何都是徒劳的。显然不存在速效的权宜之计,政客们可以简单地改变一些微不足道的政策杠杆来应对这些复杂的反应。要解决经济和政治上的不满,需要深思熟虑的解决方案,可能需要选民的广泛支持。在2025年的澳大利亚大选中,偏左的工党(Labor party)取得压倒性胜利是完全没有预料到的。如果2025年的艾博年政府不能对这些现实或感知到的问题做出适当的政策回应,那么在下一次选举中,钟摆完全有可能向另一个方向摆动。特朗普领导下的美国目前的局势就是一个例子,证明了这种以前难以想象的可能性对澳大利亚来说是现实的。
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引用次数: 0
Rational Disaffection? The Economic Origins of Minor-Party Voting in Australia 理性的不满?澳大利亚小党选举的经济根源
IF 1 4区 经济学 Q3 ECONOMICS Pub Date : 2025-05-22 DOI: 10.1111/1467-8462.70008
Ferdi Botha, William Nolan, Viet Hoang Nguyen, Kyle Peyton

Support for minor parties and independents in Australia doubled from 15% in 2007 to 30% in 2022, ending decades of relative electoral stability. Using nearly 30 years of monthly consumer survey data, we examine whether this realignment is rooted in economic disaffection. Since the Global Financial Crisis (GFC), growth in real GDP and GDP per capita has slowed markedly, while consumer sentiment—reflecting individuals' retrospective and prospective evaluations of their personal finances and the broader economy—has fallen to record lows. This increase in economic pessimism is evident across major demographic groups, suggesting that disaffection is broad-based rather than confined to particular constituencies. Voters with negative economic expectations are significantly more likely to support minor parties or independents, and this association has strengthened since the mid-2010s. The Greens have gained disproportionate support from younger voters, while other minor parties and independents have attracted more support from older cohorts. These findings show that declining economic prosperity—both real and perceived—has played an important role in Australia's post-GFC shift away from the two major parties. This is consistent with the view that voters are responding rationally to unmet policy demands and long-standing dissatisfaction with government performance.

在澳大利亚,小党派和独立党派的支持率从2007年的15%翻了一番,到2022年达到30%,结束了几十年来相对稳定的选举局面。利用近30年的月度消费者调查数据,我们研究了这种调整是否源于对经济的不满。自全球金融危机(GFC)以来,实际GDP和人均GDP的增长明显放缓,而消费者信心——反映个人对其个人财务状况和整体经济的回顾和预期评估——已跌至创纪录的低点。经济悲观情绪的增加在主要人口群体中都很明显,这表明不满情绪是广泛的,而不仅仅局限于特定的选区。对经济抱有负面预期的选民更有可能支持小党派或独立人士,这种联系自2010年代中期以来得到了加强。绿党从年轻选民中获得了不成比例的支持,而其他小党派和独立人士则吸引了更多老年选民的支持。这些发现表明,经济繁荣程度的下降——无论是实际的还是感知的——在全球金融危机后澳大利亚从两大政党转移的过程中发挥了重要作用。这与选民对未得到满足的政策要求和长期以来对政府表现的不满做出理性反应的观点是一致的。
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引用次数: 0
House Price Changes: A Perspective of Inhomogeneous Multiple Structural Breaks 房价变动:非同质多重结构性断裂的视角
IF 1 4区 经济学 Q3 ECONOMICS Pub Date : 2025-05-19 DOI: 10.1111/1467-8462.70007
Fenglin Tian, Yanpeng Li, Boping Tian

This article proposes an inhomogeneous multiple structural breaks model, with unknown mean changes or variance changes in observations. The asymptotic properties of the likelihood ratio statistics are demonstrated, which converge to a Gumbel distribution. Furthermore, the rule of information criterion and Bayesian model selection are used to detect inhomogeneous multiple change points through the binary segmentation and random interval technique. Extensive simulation experiments are provided to illustrate the promising performance of our method. The real residential property prices for Australia and China are employed in this model for empirical analysis, which illustrates the performance of the proposed model.

本文提出了一个观测值均值变化或方差变化未知的非齐次多重结构断裂模型。证明了似然比统计量的渐近性质,它收敛于甘贝尔分布。在此基础上,利用信息准则规则和贝叶斯模型选择,通过二值分割和随机间隔技术检测非齐次多变化点。大量的仿真实验证明了该方法的良好性能。本模型采用澳大利亚和中国的真实住宅价格进行实证分析,验证了模型的有效性。
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引用次数: 0
Nudging Alcohol Moderation via Excise Tax Reform: The Case of Beer in Australia 通过消费税改革推动适度饮酒:以澳大利亚啤酒为例
IF 1 4区 经济学 Q3 ECONOMICS Pub Date : 2025-05-08 DOI: 10.1111/1467-8462.70006
Kym Anderson

Australia taxes alcohol consumption more than most other affluent economies. A switch to low-alcohol beer has been encouraged in Australia by it being subject to a lower rate of excise tax than regular beer, but no such incentive applies to packaged mid-strength beer. Would more or less alcohol be consumed if the tax rates for mid-strength beer were lowered, for example to those for low-strength beer? This study estimates changes in demand that could result from such a policy change. It finds that alcohol consumption from each of beer, wine and spirits could fall, but by only a little more than 1% in total.

澳大利亚对酒精消费征收的税比大多数其他富裕经济体都要高。在澳大利亚,低酒精啤酒的消费税比普通啤酒低,这鼓励了人们转向低酒精啤酒,但这种激励措施并不适用于包装好的中等强度啤酒。如果中等强度啤酒的税率降低,比如降低到低强度啤酒的税率,人们会消费更多还是更少的酒精?这项研究估计了这种政策变化可能导致的需求变化。研究发现,啤酒、葡萄酒和烈性酒的饮酒量都可能下降,但总降幅仅略高于1%。
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引用次数: 0
Economic, Social and Health Outcomes of the Transgender and Gender-Diverse Population in Australia 澳大利亚跨性别和性别多样化人口的经济、社会和健康结果
IF 1 4区 经济学 Q3 ECONOMICS Pub Date : 2025-04-24 DOI: 10.1111/1467-8462.70005
Mark Wooden, Taylor Ey, Roger Wilkins

Using data from the 2022 round of the HILDA Survey, regression models are estimated where the outcomes are variables that influence or are correlated with personal well-being, and the main independent variable distinguishes persons who identify as transgender or gender-diverse (TGD) from persons whose gender identity matches their sex assigned at birth (cisgender). Twelve outcomes covering the labour market, income and finances, crime victimisation, and health and subjective well-being are examined. TGD persons are found to fare worse than cisgender persons in all cases. For example, the differences between TGD persons and cisgender men and cisgender women in personal income are estimated to lie in the range of 59%–61% and 26%–33%, respectively. Similarly, the likelihood of a transgender person being the victim of physical violence is estimated to be 4.3 and 2.4 times greater than that of cisgender men and cisgender women, respectively. The relatively small size of the TGD subsample, however, means that results are not always statistically significant at the 95% confidence level. This is especially so when comparing TGD persons with cisgender women. Overall, these results strongly suggest that TGD persons in Australia face systemic disadvantages.

利用2022年HILDA调查的数据,估计了回归模型,其中结果是影响个人福祉或与个人福祉相关的变量,并且主要的自变量区分了性别认同与出生时性别分配相符的人(顺性别)或变性人(TGD)。研究了包括劳动力市场、收入和财务、犯罪受害以及健康和主观幸福感在内的12项结果。在所有情况下,变性人的情况都比顺性人差。例如,TGD人群与顺性男性和顺性女性在个人收入上的差异估计分别在59%-61%和26%-33%之间。同样,据估计,变性人遭受身体暴力的可能性分别是顺性男性和顺性女性的4.3倍和2.4倍。然而,TGD子样本的规模相对较小,这意味着在95%的置信水平下,结果并不总是具有统计学意义。在比较变性人与顺性女性时尤其如此。总的来说,这些结果强烈表明,澳大利亚的TGD患者面临着系统性的劣势。
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引用次数: 0
The ATO ALife Family File ATO生活家庭文件
IF 1 4区 经济学 Q3 ECONOMICS Pub Date : 2025-03-30 DOI: 10.1111/1467-8462.70004
Daniel Fischer, Justin Holland, Marc Chan, Cain Polidano, Ha Vu, Roger Wilkins

The ATO ALife Family File (ALife-Family) combines rich family connections and administrative superannuation and tax data that opens new opportunities for understanding joint financial decisions between partners, intergenerational income mobility and some aspects of wealth mobility. In this study, we describe the construction of the ALife Family File, compare it to the HILDA Survey and demonstrate its value as a tool for intergenerational analysis. Our analysis shows that the characteristics of couples in ALife-Family are consistent with those in HILDA but that the former has the advantage of better coverage of superannuation and income data. Preliminary analysis highlights both opportunities and challenges of using ALife-Family when examining intergenerational issues.

ATO ALife家庭档案(life -Family)结合了丰富的家庭关系、行政退休金和税收数据,为理解伴侣之间的共同财务决策、代际收入流动性和财富流动性的某些方面提供了新的机会。在本研究中,我们描述了ALife家庭档案的构建,将其与HILDA调查进行比较,并证明其作为代际分析工具的价值。我们的分析表明,life - family的夫妻特征与HILDA一致,但前者具有更好地覆盖养老金和收入数据的优势。初步分析强调了在研究代际问题时使用life - family的机遇和挑战。
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引用次数: 0
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Australian Economic Review
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