Inference and Hierarchical Modeling in the Social Sciences

1995 ◽  
Vol 20 (2) ◽  
pp. 115-147 ◽  
Author(s):  
David Draper
Keyword(s):  
Social Sciences ◽  
Social Science ◽  
School Effectiveness ◽  
Hierarchical Modeling ◽  
Meta Analysis ◽  
Generalized Least Squares ◽  
Mcmc Methods ◽  
Science Data ◽  
The Social ◽  
Restricted Maximum Likelihood Estimation

Hierarchical models (HMs; Lindley & Smith, 1972) offer considerable promise to increase the level of realism in social science modeling, but the scope of what can be validly concluded with them is limited, and recent technical advances in allied fields may not yet have been put to best use in implementing them. In this article, I (a) examine 3 levels of inferential strength supported by typical social science data-gathering methods, and call for a greater degree of explicitness, when HMs and other models are applied, in identifying which level is appropriate; (b) reconsider the use of HMs in school effectiveness studies and meta-analysis from the perspective of causal inference; and (c) recommend the increased use of Gibbs sampling and other Markov-chain Monte Carlo (MCMC) methods in the application of HMs in the social sciences, so that comparisons between MCMC and better-established fitting methods—including full or restricted maximum likelihood estimation based on the EM algorithm, Fisher scoring, and iterative generalized least squares—may be more fully informed by empirical practice.

scholarly journals Integrating the social sciences in epidemic preparedness and response: A strategic framework to strengthen capacities and improve Global Health security

2020 ◽  
Vol 16 (1) ◽  
Author(s):  
Kevin Louis Bardosh ◽  
Daniel H. de Vries ◽  
Sharon Abramowitz ◽  
Adama Thorlie ◽  
Lianne Cremers ◽  
...  
Keyword(s):  
Social Sciences ◽  
Social Science ◽  
Capacity Building ◽  
Core Competencies ◽  
Institutional Development ◽  
Science Data ◽  
Social Scientists ◽  
Strategic Framework ◽  
The Social ◽  
The Impact

Abstract Background The importance of integrating the social sciences in epidemic preparedness and response has become a common feature of infectious disease policy and practice debates. However to date, this integration remains inadequate, fragmented and under-funded, with limited reach and small initial investments. Based on data collected prior to the COVID-19 pandemic, in this paper we analysed the variety of knowledge, infrastructure and funding gaps that hinder the full integration of the social sciences in epidemics and present a strategic framework for addressing them. Methods Senior social scientists with expertise in public health emergencies facilitated expert deliberations, and conducted 75 key informant interviews, a consultation with 20 expert social scientists from Africa, Asia and Europe, 2 focus groups and a literature review of 128 identified high-priority peer reviewed articles. We also analysed 56 interviews from the Ebola 100 project, collected just after the West African Ebola epidemic. Analysis was conducted on gaps and recommendations. These were inductively classified according to various themes during two group prioritization exercises. The project was conducted between February and May 2019. Findings from the report were used to inform strategic prioritization of global investments in social science capacities for health emergencies. Findings Our analysis consolidated 12 knowledge and infrastructure gaps and 38 recommendations from an initial list of 600 gaps and 220 recommendations. In developing our framework, we clustered these into three areas: 1) Recommendations to improve core social science response capacities, including investments in: human resources within response agencies; the creation of social science data analysis capacities at field and global level; mechanisms for operationalizing knowledge; and a set of rapid deployment infrastructures; 2) Recommendations to strengthen applied and basic social sciences, including the need to: better define the social science agenda and core competencies; support innovative interdisciplinary science; make concerted investments in developing field ready tools and building the evidence-base; and develop codes of conduct; and 3) Recommendations for a supportive social science ecosystem, including: the essential foundational investments in institutional development; training and capacity building; awareness-raising activities with allied disciplines; and lastly, support for a community of practice. Interpretation Comprehensively integrating social science into the epidemic preparedness and response architecture demands multifaceted investments on par with allied disciplines, such as epidemiology and virology. Building core capacities and competencies should occur at multiple levels, grounded in country-led capacity building. Social science should not be a parallel system, nor should it be “siloed” into risk communication and community engagement. Rather, it should be integrated across existing systems and networks, and deploy interdisciplinary knowledge “transversally” across all preparedness and response sectors and pillars. Future work should update this framework to account for the impact of the COVID-19 pandemic on the institutional landscape.

The Haitun dichotomy and the relevance of Bradford's law

1984 ◽  
Vol 8 (1) ◽  
pp. 19-24 ◽  
Author(s):  
B.C. Brookes
Keyword(s):  
Social Sciences ◽  
Statistical Theory ◽  
Social Science ◽  
Critical Review ◽  
Science Data ◽  
Bradford’S Law ◽  
The Social ◽  
Social Science Data

In a critical review of all the empirical laws of bibliometrics and scientometrics, the Russian statistician S.D. Haitun has shown that the application of modern statistical theory to social science data is 'inadmissible', i.e. it 'does not work'. Haitun thus points to the need to develop a wholly new statistical theory for the social sciences in general and for informetrics in particular. This paper discusses the implications of Haitun's work and explains why the older Bradford law still has an important role to play in the development of a new theory.

scholarly journals Guidelines on the Provision and Handling of Research Data in Sociology

2020 ◽  
Author(s):  
Academy of Sociology
Keyword(s):  
Social Sciences ◽  
Social Science ◽  
Research Data ◽  
Professional Association ◽  
Science Data ◽  
The Social ◽  
Social Science Data

With these guidelines the Academy of Sociology (a German professional association) gives recommendations on how social science data could be made open. The aim is to make the Social Sciences more open.

“We Speak the Truth!”

2019 ◽  
Vol 12 (2) ◽  
pp. 53-80
Author(s):  
Sari Hanafi
Keyword(s):  
Social Sciences ◽  
Content Analysis ◽  
Social Science ◽  
The Political ◽  
Structured Interviews ◽  
Social Phenomena ◽  
The Social ◽  
Academic Qualifications

This study investigates the preachers and their Friday sermons in Lebanon, raising the following questions: What are the profiles of preachers in Lebanon and their academic qualifications? What are the topics evoked in their sermons? In instances where they diagnosis and analyze the political and the social, what kind of arguments are used to persuade their audiences? What kind of contact do they have with the social sciences? It draws on forty-two semi-structured interviews with preachers and content analysis of 210 preachers’ Friday sermons, all conducted between 2012 and 2015 among Sunni and Shia mosques. Drawing from Max Weber’s typology, the analysis of Friday sermons shows that most of the preachers represent both the saint and the traditional, but rarely the scholar. While they are dealing extensively with political and social phenomena, rarely do they have knowledge of social science

Approach to the Social Sciences in Religion Past and Present

2015 ◽  
Vol 44 (3) ◽  
pp. 15-20
Author(s):  
Robert Segal
Keyword(s):  
Social Sciences ◽  
Social Science ◽  
Religious Studies ◽  
The Social

The social sciences do threaten theology/religious studies even when they do not challenge either the reality of God or the reality of belief in the reality of God. The entries in RPP ignore this threat in the name of some wished-for harmony. The entries neither recognize nor refute the challenge of social science to theology/religious studies. They do, then, stand antithetically both to those whom I call "religionists" and to many theologians, for whom there is nothing but a challenge.

Diplomasi Versi Minangkabau

2018 ◽  
Vol 3 (2) ◽  
pp. 130-144
Author(s):  
Muhammad Yunis
Keyword(s):  
Social Sciences ◽  
Data Analysis ◽  
Social Science ◽  
Pragmatic Theory ◽  
The Social ◽  
Qualitative Observation

Pasambahan a Minangkabau society how to speak, the speech full of philosophy which delivery indirectly. This turned out to be complicated understood by some people who did not understand the pasambahan. In the present study, the authors sought to express the values of the philosophy contained in pasambahan as how to speak the traditional Minang community. As time goes, these traditions are disappearing from everyday society, for it needs a way to preserve it back. Pariaman is one area that has always practiced this tradition. In this study, the authors attempted to peel pasambahan text in a manner which according to the author deconstruction approach is one approach that is very controversial in the social sciences today. The process of data analysis by using some theories of social science (eclectic). Among the pragmatic theory and semiotics. The method used in the form of qualitative observation, the authors go directly spaciousness and interact with competent informants. From the discussion, the authors found ten diplomatic elementscontained in tradition and pasamabahan text. These elements in them, '' opener, apology, positioning/element of certainty, stringsattached, request (permission), receipt, delivery destination, contracts/agreements/agreements, offers, and resolver ''.

ISLAMIC SOCIAL SCIENCES

1988 ◽  
Vol 5 (2) ◽  
Author(s):  
Mona Abul Fadl
Keyword(s):  
Social Sciences ◽  
Social Science ◽  
Belief Systems ◽  
Social Scientists ◽  
Social Foundations ◽  
Body Of Knowledge ◽  
Human Value ◽  
The Social ◽  
Western Values ◽  
Culture Brokers

The need for a relevant and instrumental body of knowledge that can secure the taskof historical reconstruction in Muslim societies originally inspired the da’wa for the Islamizationof knowledge. The immediate targets for this da’wa were the social sciences for obvious reasons.Their field directly impinges on the organization of human societies and as such carries intothe area of human value and belief systems. The fact that such a body of knowledge alreadyexisted and that the norms for its disciplined pursuit were assumed in the dominant practiceconfronted Muslim scholars with the context for addressing the issues at stake. How relevantwas current social science to Muslim needs and aspirations? Could it, in its present formand emphasis, provide Muslims with the framework for operationalizing their values in theirhistorical present? How instrumental is it in shaping the social foundations vital for the Muslimfuture? Is instrumentality the only criteria for such evaluations? In seeking to answer thesequestions the seeds are sown for a new orientation in the social sciences. This orientationrepresents the legitimate claims and aspirations of a long silent/silenced world culture.In locating the activities of Muslim social scientists today it is important to distinguishbetween two currents. The first is in its formative stages as it sets out to rediscover the worldfrom the perspective of a recovered sense of identity and in terms of its renewed culturalaffinities. Its preoccupations are those of the Muslim revival. The other current is constitutedof the remnants of an earlier generation of modernizers who still retain a faith in the universalityof Western values. Demoralized by the revival, as much as by their own cultural alientation,they seek to deploy their reserves of scholarship and logistics to recover lost ground. Bymodifying their strategy and revalorizing the legacy they hope that, as culture-brokers, theymight be more effective where others have failed. They seek to pre-empt the cultural revivalby appropriating its symbols and reinterpreting the Islamic legacy to make it more tractableto modernity. They blame Orientalism for its inherent fixations and strive to redress its selfimposedlimitations. Their efforts may frequently intersect with those of the Islamizing current,but should clearly not be confused with them. For all the tireless ingenuity, these effortsare more conspicuous for their industry than for their originality. Between the new breadof renovationists and the old guard of ‘modernizers’, the future of an Islamic Social Scienceclearly lies with the efforts of the former.Within the Islamizing current it is possible to distinguish three principal trends. The firstopts for a radical perspective and takes its stand on epistemological grounds. It questionsthe compatibility of the current social sciences on account of their rootedness in the paradigmof the European Enlightenment and its attendant naturalistic and positivist biases. Consistencedemands a concerted e€fort to generate alternative paradigms for a new social science fromIslamic epistemologies. In contrast, the second trend opts for a more pragmatic approachwhich assumes that it is possible to interact within the existing framework of the disciplinesafter adapting them to Islamic values. The problem with modern sciene is ethical, notepistemological, and by recasting it accordingly, it is possible to benefit from its strengthsand curtail its derogatory consequences. The third trend focuses on the Muslim scholar, rather ...

Comparative Area Studies

2018 ◽  
Author(s):  
Patrick Köllner ◽  
Rudra Sil ◽  
Ariel I. Ahram
Keyword(s):  
Social Sciences ◽  
Social Science ◽  
Comparative Method ◽  
Area Studies ◽  
Middle Range ◽  
The Social ◽  
Small N ◽  
Scholarly Discourse ◽  
Science Disciplines

Two convictions lie at the heart of this volume. First, area studies scholarship remains indispensable for the social sciences, both as a means to expand our fount of observations and as a source of theoretical ideas. Second, this scholarship risks becoming marginalized without more efforts to demonstrate its broader relevance and utility. Comparative Area Studies (CAS) is one such effort, seeking to balance attention to regional and local contextual attributes with use of the comparative method in search of portable causal links and mechanisms. CAS engages scholarly discourse in relevant area studies communities while employing concepts intelligible to social science disciplines. In practice, CAS encourages a distinctive style of small-N analysis, cross-regional contextualized comparison. As the contributions to this volume show, this approach does not subsume or replace area studies scholarship but creates new pathways to “middle range” theoretical arguments of interest to both area studies and the social sciences.

Sign in / Sign up

Export Citation Format

Share Document