Open Access. Powered by Scholars. Published by Universities.®

Social and Behavioral Sciences Commons

Open Access. Powered by Scholars. Published by Universities.®

University of Kentucky

Discipline
Keyword
Publication Year
Publication
Publication Type
File Type

Articles 1441 - 1470 of 8309

Full-Text Articles in Social and Behavioral Sciences

Development Of Body Emotion Perception In Infancy: From Discrimination To Recognition, Alison Heck, Alyson Chroust, Hannah B. White, Rachel Lynn Jubran, Ramesh S. Bhatt Feb 2018

Development Of Body Emotion Perception In Infancy: From Discrimination To Recognition, Alison Heck, Alyson Chroust, Hannah B. White, Rachel Lynn Jubran, Ramesh S. Bhatt

Psychology Faculty Publications

Research suggests that infants progress from discrimination to recognition of emotions in faces during the first half year of life. It is unknown whether the perception of emotions from bodies develops in a similar manner. In the current study, when presented with happy and angry body videos and voices, 5-month-olds looked longer at the matching video when they were presented upright but not when they were inverted. In contrast, 3.5-month-olds failed to match even with upright videos. Thus, 5-month-olds but not 3.5-month-olds exhibited evidence of recognition of emotions from bodies by demonstrating intermodal matching. In a subsequent experiment, younger infants …


Visual Scanning Of Males And Females In Infancy, Hannah B. White, Alyson J. Hock, Rachel L. Jubran, Alison Heck, Ramesh S. Bhatt Feb 2018

Visual Scanning Of Males And Females In Infancy, Hannah B. White, Alyson J. Hock, Rachel L. Jubran, Alison Heck, Ramesh S. Bhatt

Psychology Faculty Publications

This study addressed the development of attention to information that is socially relevant to adults by examining infants' (n = 64) scanning patterns of male and female bodies. Infants exhibited systematic attention to regions associated with sex-related scanning by adults, with 3.5-and 6.5-month-olds looking longer at the torso of females than males and longer at the legs of males than females. However, this pattern of looking was not found when infants were tested on headless bodies in Experiment 2, which suggests that infants' differential gaze pattern in Experiment 1 was not due to low-level stimulus features, such as clothing, and …


Reproductive Steroids And Adhd Symptoms Across The Menstrual Cycle, Bethan A. Roberts, Tory Eisenlohr-Moul, Michelle M. Martel Feb 2018

Reproductive Steroids And Adhd Symptoms Across The Menstrual Cycle, Bethan A. Roberts, Tory Eisenlohr-Moul, Michelle M. Martel

Psychology Faculty Publications

Although Attention-Deficit/Hyperactivity Disorder shows (ADHD) male predominance, females are significantly impaired and exhibit additional comorbid disorders during adolescence. However, no empirical work has examined the influence of cyclical fluctuating steroids on ADHD symptoms in women. The present study examined estradiol (E2), progesterone (P4), and testosterone (T) associations with ADHD symptoms across the menstrual cycle in regularly-cycling young women (N=32), examining trait impulsivity as a moderator. Women completed a baseline measure of trait impulsivity, provided saliva samples each morning, and completed an ADHD symptom checklist every evening for 35 days. Results indicated decreased levels of E2 in the context of increased …


The Time Has Come For Dimensional Personality Disorder Diagnosis, Christopher J Hopwood, Roman Kotov, Robert F. Krueger, David Watson, Thomas A. Widiger, Robert R. Althoff, Emily B. Ansell, Bo Bach, R. Michael Bagby, Mark A. Blais, Marina A. Bornovalova, Michael Chmielewski, David C. Cicero, Christopher Conway, Barbara De Clercq, Filip De Fruyt, Anna R. Docherty, Nicholas R. Eaton, John R. Edens, Miriam K. Forbes, Kelsie T. Forbush, Michael P. Hengartner, Masha Y. Ivanova, Daniel Leising, W. John Livesley, Mark R. Lukowitsky, Donald R. Lynam, Kristian E. Markon, Joshua D. Miller, Leslie C. Morey Feb 2018

The Time Has Come For Dimensional Personality Disorder Diagnosis, Christopher J Hopwood, Roman Kotov, Robert F. Krueger, David Watson, Thomas A. Widiger, Robert R. Althoff, Emily B. Ansell, Bo Bach, R. Michael Bagby, Mark A. Blais, Marina A. Bornovalova, Michael Chmielewski, David C. Cicero, Christopher Conway, Barbara De Clercq, Filip De Fruyt, Anna R. Docherty, Nicholas R. Eaton, John R. Edens, Miriam K. Forbes, Kelsie T. Forbush, Michael P. Hengartner, Masha Y. Ivanova, Daniel Leising, W. John Livesley, Mark R. Lukowitsky, Donald R. Lynam, Kristian E. Markon, Joshua D. Miller, Leslie C. Morey

Psychology Faculty Publications

No abstract provided.


Southeastern Law Librarian Special Election Edition 2018, Seaall Feb 2018

Southeastern Law Librarian Special Election Edition 2018, Seaall

Newsletters

The 2018 Special Election Edition of the Southeastern Law Librarian details the candidates for open SEAALL Officer positions.


A Qualitative Analysis Of Gabapentin Misuse And Diversion Among People Who Use Drugs In Appalachian Kentucky, Rachel Vickers Smith, Elaine M. Boland, April M. Young, Michelle R. Lofwall, Alexa Quiroz, Michele Staton, Jennifer R. Havens Feb 2018

A Qualitative Analysis Of Gabapentin Misuse And Diversion Among People Who Use Drugs In Appalachian Kentucky, Rachel Vickers Smith, Elaine M. Boland, April M. Young, Michelle R. Lofwall, Alexa Quiroz, Michele Staton, Jennifer R. Havens

Center on Drug and Alcohol Research Faculty Publications

Gabapentin, an anticonvulsant and analgesic for postherpetic neuralgia, has been thought to have no abuse potential despite numerous published reports to the contrary. Gabapentin has been linked with impaired driving and opioid use, highlighting the need to more fully understand its risk profile. Thirty-three individuals reporting recent nonmedical use of gabapentin were recruited from two ongoing longitudinal studies of drug users in Appalachian Kentucky to participate in focus groups. Four sessions were held (two in the community and two in jail settings), during which participants responded to questions regarding their personal experiences with gabapentin misuse. Focus group participants were similar …


You Too, Can Prevent Librarian Burnout, Jennifer A. Bartlett Feb 2018

You Too, Can Prevent Librarian Burnout, Jennifer A. Bartlett

Library Faculty and Staff Publications

Contrary to popular opinion, libraries present numerous challenges and stressors to their employees that can contribute to occupational burnout. This New and Noteworthy column presents recent resources including books, journal articles, and online resources discussing the unique issues of librarian burnout.


Hplc-Cuprac Post-Column Derivatization Method For The Determination Of Antioxidants: A Performance Comparison Between Porous Silica And Core-Shell Column Packing, Syed A. Haque, Socrates Jose P. Cañete Jan 2018

Hplc-Cuprac Post-Column Derivatization Method For The Determination Of Antioxidants: A Performance Comparison Between Porous Silica And Core-Shell Column Packing, Syed A. Haque, Socrates Jose P. Cañete

Kentucky Tobacco Research and Development Center Faculty Publications

Background: An HPLC method employing a post-column derivatization strategy using the cupric reducing antioxidant capacity reagent (CUPRAC reagent) for the determining antioxidants in plant-based materials leverages the separation capability of regular HPLC approaches while allowing for detection specificity for antioxidants.

Methods: Three different column types, namely core-shell and porous silica including two chemically different core-shell materials (namely phenyl-hexyl and C18), were evaluated to assess potential improvements that could be attained by changing from a porous silica matrix to a core-shell matrix. Tea extracts were used as sample matrices for the evaluation specifically looking at catechin and epigallocatechin gallate (EGCG).

Results: …


The Rewarding Nature Of Provocation-Focused Rumination In Women With Borderline Personality Disorder: A Preliminary Fmri Investigation, Jessica R. Peters, David S. Chester, Erin C. Walsh, C. Nathan Dewall, Ruth A. Baer Jan 2018

The Rewarding Nature Of Provocation-Focused Rumination In Women With Borderline Personality Disorder: A Preliminary Fmri Investigation, Jessica R. Peters, David S. Chester, Erin C. Walsh, C. Nathan Dewall, Ruth A. Baer

Psychology Faculty Publications

Background: Understanding why individuals with borderline personality disorder (BPD) ruminate on prior provocations, despite its negative outcomes, is crucial to improving interventions. Provocation-focused rumination may be rewarding in the short term by amplifying anger and producing feelings of justification, validation, and increased energy, while reducing self-directed negative affect. If provocation-focused rumination is utilized regularly as a rewarding emotion regulation strategy, it could result in increased activation in reward-related neural regions. The present pilot study examined neural correlates of provocation-focused rumination, relative to other forms of thought, in BPD.

Method: Functional magnetic resonance imaging (fMRI) was utilized to examine this theory …


The Influence Of Personal Well-Being On Learning Achievement In University Students Over Time: Mediating Or Moderating Effects Of Internal And External University Engagement, Lu Yu, Daniel T. L. Shek, Xiaoqin Zhu Jan 2018

The Influence Of Personal Well-Being On Learning Achievement In University Students Over Time: Mediating Or Moderating Effects Of Internal And External University Engagement, Lu Yu, Daniel T. L. Shek, Xiaoqin Zhu

Pediatrics Faculty Publications

The current study examined the relationship between students' personal well-being and their learning achievement during university study, and whether such relationship would be mediated or moderated by university engagement. A total of 434 university students from one public university in Hong Kong participated in the study. The participants completed an online survey consisting of personal well-being (cognitive behavioral competence and general positive youth development), university engagement, and learning achievement measures (personal growth, and accumulated GPA as academic achievement) at four time points with a 1-year interval. Results showed that personal well-being measured at the beginning of university study positively predicted …


An Examination Of Relations Among Fear, Guilt, Self-Compassion, And Multicultural Attitudes In White Adults, Whitney W. Black Jan 2018

An Examination Of Relations Among Fear, Guilt, Self-Compassion, And Multicultural Attitudes In White Adults, Whitney W. Black

Theses and Dissertations--Educational, School, and Counseling Psychology

Structural racism is often perpetuated by well-intentioned White individuals who passively accept or are unaware of its existence. However, when their perceptions and understanding of the world are challenged through learning about structural racism, White people may experience emotions such as fear, and guilt, which seem to serve either a debilitating or a motivating role in multicultural attitude development. Self-compassion, which is the ability to process distressing emotions without resorting to avoidance of the emotional experience, may help White individuals work through strong negative affect that accompanies an awareness of structural racism and ultimately aid in the development of multicultural …


Gender, Sexuality, And Categories Of Risk: Physician Views Of Cervical Cancer In Bangalore, India, Emily G. Capilouto Jan 2018

Gender, Sexuality, And Categories Of Risk: Physician Views Of Cervical Cancer In Bangalore, India, Emily G. Capilouto

Theses and Dissertations--Anthropology

India has one of the highest rates of cervical cancer morbidity and mortality globally. Despite this, there are no national or state-wide screening efforts for cervical cancer and its prevention in India. In an effort to understand the magnitude of cervical cancer in Bangalore, India, this research draws upon data collected in hospital contexts over a month-long period to explore the ways in which physician attitudes contribute to understandings of cervical cancer and its prevention in the growing urban context of Bangalore.


Unending Mazes: Gendered Inequalities, Drug Use, And State Interventions In Rural Appalachia, Lesly-Marie Buer Jan 2018

Unending Mazes: Gendered Inequalities, Drug Use, And State Interventions In Rural Appalachia, Lesly-Marie Buer

Theses and Dissertations--Anthropology

Prescription opioids are associated with rising rates of overdose deaths and hepatitis C and HIV infection in the US, including in rural Central Appalachia. Yet there is a dearth of published ethnographic research examining rural opioid use. The aim of this dissertation is to document the gendered inequalities that situate women’s encounters with substance abuse treatment as well as additional state interventions targeted at women who use drugs. These results are based on ethnographic fieldwork completed from 2013 to 2016 and centered around one county seat in rural Central Appalachia. Data are ascertained through semi-structured interviews with women who have …


Stories Of Strength: Chicago Latin@S' Navigation Of Health, Well-Being, And Chronic Disease, Lilian L. Milanés Jan 2018

Stories Of Strength: Chicago Latin@S' Navigation Of Health, Well-Being, And Chronic Disease, Lilian L. Milanés

Theses and Dissertations--Anthropology

Health inequalities take many forms related to race, gender, socioeconomic status, ethnic, language and many other axes throughout communities around the world. Type two diabetes, high blood pressure, and high cholesterol are examples of conditions (among many others) that disproportionately affect Latino@s in the U.S.. The research of this dissertation is based on fieldwork conducted throughout several predominantly Latin@ neighborhoods in Chicago, IL. This dissertation examines how Latin@s in Chicago navigate health and well-being, and how they engage in agentive strategies in the face of chronic disease. I recorded individual life histories and semi-structured interviews, focus groups, and participant observation …


Precarity In Paradise: Tourism, Migration, And The Broader Causes Of Instability In Roatán, Honduras, Heather Jan Sawyer Jan 2018

Precarity In Paradise: Tourism, Migration, And The Broader Causes Of Instability In Roatán, Honduras, Heather Jan Sawyer

Theses and Dissertations--Anthropology

Since the 1990s, the population on the Honduran island of Roatán has grown from around 20,000 (mostly English-speaking Islanders) to roughly 100,000 residents (at least half of which are native Spanish-speaking Ladinos from the Honduran mainland) (Bay Islands Voice 2014b). This population growth has occurred alongside increasing forms of economic and environmental precarity that have fueled widespread instability on the island. While ethnic tensions between Ladinos and Islanders have existed since colonial times, conflict between the groups reached a crescendo in 2014 after the murder of a cruise ship employee in Roatán by a Ladino migrant. This sparked a …


Late Pleistocene Adaptations In The Midsouth: The Paleoindian Occupation Of The Carson-Conn-Short Site And The Lower Tennessee River Valley, James Scott Jones Jan 2018

Late Pleistocene Adaptations In The Midsouth: The Paleoindian Occupation Of The Carson-Conn-Short Site And The Lower Tennessee River Valley, James Scott Jones

Theses and Dissertations--Anthropology

The Midsouth has long been known to be a locus of Paleoindian (13,200-10,000 yrs B.P.) populations. Paleoindian populations have generally been characterized as highly mobile hunter-gatherers with egalitarian social structure. Utilizing the theoretical lens of diversification and intensification of resource use, the Late Pleistocene adaptations of the region’s populations are examined from both a large scale or coarse grain perspective as well as more fine grain data from the site level. Previous models of Paleoindian adaptations are defined and tested in this study to determine the applicability of these models with new data. Coarse grain data are derived from lithic …


“We’Re Being Left To Blight”: Green Urban Development And Racialized Space In Kansas City, Chhaya Kolavalli Jan 2018

“We’Re Being Left To Blight”: Green Urban Development And Racialized Space In Kansas City, Chhaya Kolavalli

Theses and Dissertations--Anthropology

In this dissertation, I explore ‘green’ urban development and urban agriculture projects from the perspective of residents of an African American majority neighborhood in Kansas City—who reside in an area referred to as a ‘blighted food desert’ by local policy makers. In Kansas City, extensive city government support exists for urban agricultural projects, which are touted not just as a solution to poverty associated issues such food insecurity and obesity, but also as a remedy for ‘blight,’ violence and crime, and vacant urban land. Specific narratives of Kansas City’s past are used to prop up and legitimate these future visions …


Music Training As A Neuro-Cognitive Protector For Brain Aging: Cognitive And Neuropsychological Profiles In Professional Musicians, Catherine E. Schneider Jan 2018

Music Training As A Neuro-Cognitive Protector For Brain Aging: Cognitive And Neuropsychological Profiles In Professional Musicians, Catherine E. Schneider

Theses and Dissertations--Gerontology

The proportion of older adults living with cognitive impairments is increasing rapidly. This shift will likely increase mortality rates, reduce perceived quality of life, and cause economic burden to patients and health care systems. Currently evidence of highly effective and noninvasive interventions that prevent or slow the onset of cognitive impairment are limited. This study aims to better understand what drives cognitive aging variability among musicians versus non-musicians. Music playing has been shown to improve brain and cognitive functions by engaging networks of brain areas, simultaneously involving cortical mechanisms associated with executive, high-level cognitive and motor functions, and multiple sensory …


2018 Constitution Day Essay Contest 2nd Place, Courtney Vice Jan 2018

2018 Constitution Day Essay Contest 2nd Place, Courtney Vice

Constitution Day Essay Contest

No abstract provided.


Escaping Into The Creative Imagination: A Case Study Of James J. Guthrie And The Pear Tree Press, Hayley Harlow Jan 2018

Escaping Into The Creative Imagination: A Case Study Of James J. Guthrie And The Pear Tree Press, Hayley Harlow

Special Collections Research Center Learning Lab Student Research

This paper focuses upon the collection of works by Scottish printmaker James J. Guthrie (1874-1952) housed in the University of Kentucky Libraries Special Collections Research Center. The collection includes numerous prints, drawings, and book plates from the Pear Tree Press, the private press Guthrie operated in England from 1899 until his death. My research will in part analyze the influence of the Romantic period in Guthrie’s work, particularly that of William Blake, as well as the connection between Guthrie’s own creative autonomy and the Romantic movement’s notion of poetic genius. It will examine this revival of Romantic poetry in …


Exploring Evolutionary Medicine Through 19Th Century Medical Collections: Applications In Archival Studies, Taylor Sturgill Jan 2018

Exploring Evolutionary Medicine Through 19Th Century Medical Collections: Applications In Archival Studies, Taylor Sturgill

Special Collections Research Center Learning Lab Student Research

Evolution has been a paradox in the field of science, but, the study of evolutionary medicine applies both the evolutionary game theory and medicine. This study was conducted to explore evolution by analyzing two 19th century collections of medical formulations and prescriptions while compared to the trend of public health and pathogenic mechanisms. Analysis of organic structure in historical prescriptions, descriptive epidemiology in Kentucky, and the idea of the germ theory will be used explicitly to show the evolutionary change of health and disease. Results of this study provided an outlook on ingredients that stimulate the body as a whole …


Higher Education In Tajikistan: Institutional Landscape And Key Policy Developments, Alan J. Deyoung, Zumrad Kataeva, Dilrabo Jonbekova Jan 2018

Higher Education In Tajikistan: Institutional Landscape And Key Policy Developments, Alan J. Deyoung, Zumrad Kataeva, Dilrabo Jonbekova

Educational Policy Studies and Evaluation Faculty Publications

Higher education in Tajikistan has undergone substantial changes over the past 25 years as a result of both its internal crises and those social and economic transition challenges seen throughout the Newly Independent States (NIS). HEIs in the country have also shown eagerness to change and grow as they move toward world education space. In this chapter, we examine the evolution of the Tajik system of higher education from the Soviet time through independence (1991–2015) in terms of growth, emerging landscape and diversification, and key policy developments and issues. We analyze these changes in the context of relevant economic, social …


Self-Care Among Social Workers Employed In Rural Settings: A Cross-Sectional Investigation, Diane N. Loeffler, J. Jay Miller, Theresia M. Pachner Jan 2018

Self-Care Among Social Workers Employed In Rural Settings: A Cross-Sectional Investigation, Diane N. Loeffler, J. Jay Miller, Theresia M. Pachner

Social Work Faculty Publications

Despite growing recognition about the importance of self-care for social work professionals, research related to the topic has not kept pace with the changing landscape of the profession. Particularly, self-care practices among rural social work professionals have been overlooked in the research. Rural social work practice is, in many ways, decidedly different from practice in more urban areas. Thus, the primary aim of this exploratory study was to investigate the personal and professional self-care practices of rural social workers. Specifically, the study sough to better understand how often social workers engage in self-care and whether or not there are associations …


Modeling Geographic Factors And Assessing Their Accuracy In Identifying Health Disparities In Fayette County, Ian Jones Jan 2018

Modeling Geographic Factors And Assessing Their Accuracy In Identifying Health Disparities In Fayette County, Ian Jones

Lewis Honors College Capstone Collection

The purpose of this capstone is to conduct a review of existing literature to determine the effects of a variety of geographic variables on health and wellness. The student will use their findings to create a visual aid to displaying these geographic factors and their distributions within Fayette County. Furthermore, the student will analyze the intersection of these variables to predict potential pockets of discrepancy within Fayette County. Based on this analysis, the student will propose possible interventions with a basis in current literature. This project will provide the student with the opportunity to conduct a study of existing literature, …


The Potential Electoral Influence Of Internet Memes, Sierra K. Hatfield Jan 2018

The Potential Electoral Influence Of Internet Memes, Sierra K. Hatfield

Oswald Research and Creativity Competition

The rising popularity of social media has affected the communication methods of political candidates within the United States. Given the online presence of candidates in recent years, this paper argues that it’s time to consider internet memes – one of the many facets most commonly found on social media – as political rhetoric. This paper seeks to discern which components of an internet meme are most effective in persuading a young voter, using a visually rhetorical approach to understand which characteristics make it most effective. The study also seeks to find which demographics are most likely to be influenced, using …


Creative Writing In Digital Spaces: Digital Story Book, Christian Tipton Jan 2018

Creative Writing In Digital Spaces: Digital Story Book, Christian Tipton

Oswald Research and Creativity Competition

Christian Tipton has been working with Dr. DaMaris Hill for multiple semesters now, and a majority of their projects emphasize making literature accessible for the digital generation. The Digital Storybook is a personal favorite of the two of them. This project combines the visual techniques of a traditional comic book with the contextual elements of free verse poetry. The aim for this particular project was to present poetry in a way that would capture non-traditional poetry readers and present the comic book genre in a way that would capture non-traditional comic readers.


Comparing Two-Year Colleges Under A Common Sustainable Development Framework: Personal Egocentric Networks And Perspectives, Bobby Ann Lee Jan 2018

Comparing Two-Year Colleges Under A Common Sustainable Development Framework: Personal Egocentric Networks And Perspectives, Bobby Ann Lee

Theses and Dissertations--Education Sciences

The study purpose is to advance implementation of sustainable development at colleges, and to contribute to organizational change research using social network analysis. The researcher conducted document analysis using 2012-2016 sustainability reports of 16 purposefully selected two-year colleges under a common framework. Interpreting and coding resulted in ranking sustainable development activities as well as grouping colleges using cluster analysis. A survey and interviews were employed by the researcher to determine major themes as challenges to sustainability implementation, and personal network themes using social network analysis measures and sociograms. Challenges to sustainability implementation identified as study themes were: (1) college leadership …


Growing Economic Possibility In Appalachia: Stories Of Relocalization And Representation On Stinking Creek, Kathryn Engle Jan 2018

Growing Economic Possibility In Appalachia: Stories Of Relocalization And Representation On Stinking Creek, Kathryn Engle

Theses and Dissertations--Sociology

This project explores the agricultural heritage and current social landscape of the Stinking Creek community of Knox County, Kentucky, and the legacy of the local nonprofit organization the Lend-A-Hand Center. Through participatory research, this project presents a reflexive account of the Lend-A-Hand Center Grow Appalachia Gardening Program examining the diverse economy of the Stinking Creek watershed and possibilities for new economic imaginings and post-coal futures for central Appalachia. This dissertation includes an oral history project, a theoretical examination, and an ethnographic reflection, bridging several literatures in the fields of agricultural history, Appalachian Studies, Participatory Action Research, research within the diverse …


Empowering Hidden Voices: A Photo Narration Of Community Food Needs By Two Cross-Town Middle Schools In Kentucky, Tori E. Summey Jan 2018

Empowering Hidden Voices: A Photo Narration Of Community Food Needs By Two Cross-Town Middle Schools In Kentucky, Tori E. Summey

Theses and Dissertations--Community & Leadership Development

Children are among those most directly affected by food insecurity, a condition in which households lack access to adequate food because of money or other resources (Gundersen & Ziliak, 2015). According to the latest United States Department of Agriculture (2016) reporting, 1 in 5 children experiences hunger on a daily basis. That ratio increases for African American and Latino children whom experience 1 in 3 ratios. While many programs exist to address this growing problem among youth and impoverished families, the efficacy of those programs is yet to be determined and the problem of hunger in America persists. This qualitative …


Educational Test Scores, Education Spending, And Productivity In Public Education: National Trends And Evidence Across States And Over Time, 1990-2015, John Garen, Rex Bray Jan 2018

Educational Test Scores, Education Spending, And Productivity In Public Education: National Trends And Evidence Across States And Over Time, 1990-2015, John Garen, Rex Bray

Institute for the Study of Free Enterprise Working Papers

We examine national trends in educational funding, test score outcomes, and productivity as well as variations in funding and test scores over time and across states to assess how changes in educational spending are (or are not) related to changes in educational test score outcomes for states. National trends show small increases in test scores, large increases in educational funding (until the last recession), and a continued fall in educational productivity. The cross-state, over time analysis indicates a statistically significant but very small association of state funding to test scores; so small that large changes in funding have little effect …