Topic Modeling and Text Analysis for Qualitative Policy Research

This paper contributes to a critical methodological discussion that has direct ramifications for policy studies: how computational methods can be concretely incorporated into existing processes of textual analysis and interpretation without compromising scientific integrity. We focus on the computational method of topic modeling and investigate how it interacts with two larger families of qualitative methods: content and classification methods characterized by interest in words as communication units and discourse and representation methods characterized by interest in the meaning of communicative acts. Based on analysis of recent academic publications that have used topic modeling for textual analysis, our findings show that different mixed‐method research designs are appropriate when combining topic modeling with the two groups of methods. Our main concluding argument is that topic modeling enables scholars to apply policy theories and concepts to much larger sets of data. That said, the use of computational methods requires genuine understanding of these techniques to obtain substantially meaningful results. We encourage policy scholars to reflect carefully on methodological issues, and offer a simple heuristic to help identify and address critical points when designing a study using topic modeling.     

A Quiet Revolution in Diplomacy: Quebec–UK Relations Since 1960

ABSTRACT

Quebec’s modern international outlook and its current paradiplomacy can be dated largely from the Quiet Revolution of the 1960s. Since then, the provincial government in Quebec City and the federal government in Ottawa have had to tread a fine line in accommodating each other’s constitutional rights in the field of international relations—a line that has occasionally been breached, especially in the years following the Quiet Revolution and in critical periods such as those prior to the 1980 and 1995 referenda. Foreign governments have also had to engage in careful diplomacy in order to avoid upsetting either Ottawa or Quebec City—and this has been especially true in the case of the countries historically most involved with Canada and Quebec—France, the United States, and Britain. But whereas there has been some academic writing on Quebec’s relationships with France and the United States, very little attention has been devoted to Quebec–UK relations since the Quiet Revolution. This article seeks to fill that gap and argues that the Quebec–UK relationship since the 1960s can itself best be characterized as a “quiet revolution” in diplomacy that has largely avoided the controversies that have sometimes dogged Quebec’s relations with France and the United States.     

试论塞瑟尔的"新君主制"学说

在文艺复兴时期的西欧,法国的宫廷大臣、著名的政治思想家克劳德·得·塞瑟尔根据现实社会的变动,提出了系统的"新君主制"学说.在肯定君主制的价值时,他鼓吹"王权神授",但却着重于从人性的角度来强调君主制的优越性.在对"明君政治"的憧憬中,他界定了一些君主应当遵循的政治行为规范,特别强调君主实施仁政,建立各等级之间的"和谐"秩序,并提出了等级变动的合理性.同时,塞瑟尔主张君主让各等级代表参政议政,建立"君主咨政会议制".他还提出"有限君权"的主张,力图以教会、"正义"与国家法令来遏止君主的暴政.此外,他还要求君主灵活地进行外交,积极进行殖民扩张.塞氏的政治学说充满着"过渡时期"社会所赋予的复杂性与矛盾性,但受时代变迁的感召与人文主义的熏陶,他突破传统的藩篱,提出了适应民族国家发展与新兴资产阶级成长之需要的"新君主制"学说.他的政治理想,反映了西方政治思想从中世纪向近代转型的历史趋势.     

从流民法看都铎时期议会与王权的关系

都铎时期是英国从中世纪封建社会向近代资本主义社会过渡的历史大变革时期。英国虽确立了君主专制制度,但国王在政策上仍需要议会的支持,议会亦需要王权的保护。这种“互助”的关系也反映在流民立法上。当英国出现严重的流民问题时,议会颁布的一系列法令法规中充分体现了国王的意志。因此,无论是“血腥立法”还是“社会福利”立法,其根本目的都是解决社会危机,避免发生动乱,稳固统治,在这一点上议会与国土的利益是一致的,国王与议会的关系是对立统一的。     

“SEEING” THE PAST: TEXT AND QUESTIONS OF HISTORY IN THE RĀJATARAṄGIṆĪ

Traditional scholarly opinion has regarded Kalha?a's Rājatara?gi?ī, the twelfth‐century Sanskrit chronicle of Kashmiri kings, as a work of history. This essay proposes a reinvestigation of the nature of the iconic text from outside the shadow of that label. It first closely critiques the positivist “history hypothesis,” exposing its internal contradictions over questions of chronology, causality, and objectivity as attributed to the text. It then argues that more than an empiricist historical account that modern historians like to believe it is—in the process bracketing out integral rhetorical, mythic, and didactic parts of the text—the Rājatara?gi?ī should be viewed in totality for the kāvya (epic poem) that it is, which is to say, as representing a specific language practice that sought to produce meaning and articulated the poet's vision of the land and its lineages. The essay thus urges momentarily reclaiming the text from the hegemonic but troubled understanding of it as history—only to restore it ultimately to a more cohesive notion of historicality that is consistent with its contents. Toward this end, it highlights the concrete claim to epistemic authority that is asserted both by the genre of Sanskrit kāvya generally and by the Rājatara?gi?ī in particular, and their conception of the poetic “production” of the past that bears a striking resonance with constructivist historiography. It then traces the intensely intertextual and value‐laden nature of the epistemology that frames the Rājatara?gi?ī into a narrative discourse on power and ethical governance. It is in its narrativity and discursivity—its meaningful representation of what constitutes “true” knowledge of time and human action—that the salience of the Rājatara?gi?ī may lie.     

Dryden’s Virgilian Kings

This essay discusses the forms of kingship which Dryden represents in his translation of Virgil’s Aeneid.     

The Rejected Candidate: John III Vasa,the Polish-Lithuanian royal elections (1573/1575) and early-modern political decision-making

This article analyses the candidacy of King John III Vasa in the royal elections of Poland-Lithuania in 1573 and 1575. Although the ‘Polish-minded’ policy of John Vasa is commonly known in earlier historiography, Swedish and Finnish historians have not given much attention to John III’s election campaigns in Poland-Lithuania in the 1570s. This article contemplates John III’s candidacy and rejection from the perspective of Poland-Lithuania. The royal elections are analysed as a political decision-making process by the Polish-Lithuanian estates. Thus the article emphasizes the existence of past alternatives and conditions of decision-making in early-modern history.     

16-18世纪英国宪制和宪制思想演进

英国16-18世纪宪制的演变比较曲折。内战前混合宪制已形成多年,其相应思想长期流行并影响后世。17世纪中期共和国的兴衰和分权制有名无实,给后人留下经验和教训。贵族寡头权力垄断和内阁制的形成发展,增强了18世纪英国混合制的特色。     

论明万历中后期言官对神宗的批判

明万历中后期,以言官为首的官僚集团兴起了一股批判明神宗的风潮。其根本缘由,首先是神宗君德严重缺失,其次在于言官勇于以道事君。在深层次上,这种批判也是该时期政局危殆、皇权变异并衰落以及士风日下、部分言官沽名钓誉等社会变动综合作用的结果。尽管这种批判并未摆脱传统的“尊君—罪君”的政治评判模式,但它是明清之际启蒙思想的先导和重要的思想资源。     

Voluntarism, municipalism and welfare: the geography of hospital utilization in England in 1938

This paper provides a comprehensive analysis of the pattern of hospital utilization (rather than provision) in England prior to the establishment of the NHS, showing the extent to which the probability of obtaining hospital treatment was a function of residence. Access to hospital care depended on the vigour of voluntarism and the political priorities of local governments. The pattern of voluntary hospital utilization is shown to have been markedly unequal, but the effect of municipal provision was to reduce disparities in access to services. The paper demonstrates variations in hospital utilization and discusses contemporary assessments of the situation. This work contributes to debates about the efficacy of non-profit forms of welfare delivery; it provides a novel British study to complement American work in this field. It also raises questions about the contemporary vogue for partnerships in health care delivery between the public and private sectors, arguing that such proposals rest on an optimistic view of history.