Ethnic Polarization, Potential Conflict, and Civil Wars

This paper analyzes the relationship between ethnic fractionalization, polarization, and conflict. In recent years many authors have found empirical evidence that ethnic fractionalization has a negative effect on growth. One mechanism that can explain this nexus is the effect of ethnic heterogeneity on rent-seeking activities and the increase in potential conflict, which is negative for investment. However the empirical evidence supporting the effect of ethnic fractionalization on the incidence of civil conflicts is very weak. Although ethnic fractionalization may be important for growth, we argue that the channel is not through an increase in potential ethnic conflict. We discuss the appropriateness of indices of polarization to capture conflictive dimensions. We develop a new measure of ethnic heterogeneity that satisfies the basic properties associated with the concept of polarization. The empirical section shows that this index of ethnic polarization is a significant variable in the explanation of the incidence of civil wars. This result is robust to the presence of other indicators of ethnic heterogeneity, other sources of data for the construction of the index, and other data structures.

Three essays in control, entrepreneurship and innovation

One of the key emphases of these three essays is to provide practical managerial insight. However, good practical insight, can only be created by grounding it firmly on theoretical and empirical research. Practical experience-based understanding without theoretical grounding remains tacit and cannot be easily disseminated. Theoretical understanding without links to real life remains sterile. My studies aim to increase the understanding of how radical innovation could be generated at large established firms and how it can have an impact on business performance as most businesses pursue innovation with one prime objective: value creation. My studies focus on large established firms with sales revenue exceeding USD $ 1 billion. Usually large established firms cannot rely on informal ways of management, as these firms tend to be multinational businesses operating with subsidiaries, offices, or production facilities in more than one country. I. Internal and External Determinants of Corporate Venture Capital Investment The goal of this chapter is to focus on CVC as one of the mechanisms available for established firms to source new ideas that can be exploited. We explore the internal and external determinants under which established firms engage in CVC to source new knowledge through investment in startups. We attempt to make scholars and managers aware of the forces that influence CVC activity by providing findings and insights to facilitate the strategic management of CVC. There are research opportunities to further understand the CVC phenomenon. Why do companies engage in CVC? What motivates them to continue "playing the game" and keep their active CVC investment status. The study examines CVC investment activity, and the importance of understanding the influential factors that make a firm decide to engage in CVC. The main question is: How do established firms' CVC programs adapt to changing internal conditions and external environments. Adaptation typically involves learning from exploratory endeavors, which enable companies to transform the ways they compete (Guth & Ginsberg, 1990). Our study extends the current stream of research on CVC. It aims to contribute to the literature by providing an extensive comparison of internal and external determinants leading to CVC investment activity. To our knowledge, this is the first study to examine the influence of internal and external determinants on CVC activity throughout specific expansion and contraction periods determined by structural breaks occurring between 1985 to 2008. Our econometric analysis indicates a strong and significant positive association between CVC activity and R&D, cash flow availability and environmental financial market conditions, as well as a significant negative association between sales growth and the decision to engage into CVC. The analysis of this study reveals that CVC investment is highly volatile, as demonstrated by dramatic fluctuations in CVC investment activity over the past decades. When analyzing the overall cyclical CVC period from 1985 to 2008 the results of our study suggest that CVC activity has a pattern influenced by financial factors such as the level of R&D, free cash flow, lack of sales growth, and external conditions of the economy, with the NASDAQ price index as the most significant variable influencing CVC during this period. II. Contribution of CVC and its Interaction with R&D to Value Creation The second essay takes into account the demands of corporate executives and shareholders regarding business performance and value creation justifications for investments in innovation. Billions of dollars are invested in CVC and R&D. However there is little evidence that CVC and its interaction with R&D create value. Firms operating in dynamic business sectors seek to innovate to create the value demanded by changing market conditions, consumer preferences, and competitive offerings. Consequently, firms operating in such business sectors put a premium on finding new, sustainable and competitive value propositions. CVC and R&D can help them in this challenge. Dushnitsky and Lenox (2006) presented evidence that CVC investment is associated with value creation. However, studies have shown that the most innovative firms do not necessarily benefit from innovation. For instance Oyon (2007) indicated that between 1995 and 2005 the most innovative automotive companies did not obtain adequate rewards for shareholders. The interaction between CVC and R&D has generated much debate in the CVC literature. Some researchers see them as substitutes suggesting that firms have to choose between CVC and R&D (Hellmann, 2002), while others expect them to be complementary (Chesbrough & Tucci, 2004). This study explores the interaction that CVC and R&D have on value creation. This essay examines the impact of CVC and R&D on value creation over sixteen years across six business sectors and different geographical regions. Our findings suggest that the effect of CVC and its interaction with R&D on value creation is positive and significant. In dynamic business sectors technologies rapidly relinquish obsolete, consequently firms operating in such business sectors need to continuously develop new sources of value creation (Eisenhardt & Martin, 2000; Qualls, Olshavsky, & Michaels, 1981). We conclude that in order to impact value creation, firms operating in business sectors such as Engineering & Business Services, and Information Communication & Technology ought to consider CVC as a vital element of their innovation strategy. Moreover, regarding the CVC and R&D interaction effect, our findings suggest that R&D and CVC are complementary to value creation hence firms in certain business sectors can be better off supporting both R&D and CVC simultaneously to increase the probability of generating value creation. III. MCS and Organizational Structures for Radical Innovation Incremental innovation is necessary for continuous improvement but it does not provide a sustainable permanent source of competitiveness (Cooper, 2003). On the other hand, radical innovation pursuing new technologies and new market frontiers can generate new platforms for growth providing firms with competitive advantages and high economic margin rents (Duchesneau et al., 1979; Markides & Geroski, 2005; O'Connor & DeMartino, 2006; Utterback, 1994). Interestingly, not all companies distinguish between incremental and radical innovation, and more importantly firms that manage innovation through a one-sizefits- all process can almost guarantee a sub-optimization of certain systems and resources (Davila et al., 2006). Moreover, we conducted research on the utilization of MCS along with radical innovation and flexible organizational structures as these have been associated with firm growth (Cooper, 2003; Davila & Foster, 2005, 2007; Markides & Geroski, 2005; O'Connor & DeMartino, 2006). Davila et al. (2009) identified research opportunities for innovation management and provided a list of pending issues: How do companies manage the process of radical and incremental innovation? What are the performance measures companies use to manage radical ideas and how do they select them? The fundamental objective of this paper is to address the following research question: What are the processes, MCS, and organizational structures for generating radical innovation? Moreover, in recent years, research on innovation management has been conducted mainly at either the firm level (Birkinshaw, Hamel, & Mol, 2008a) or at the project level examining appropriate management techniques associated with high levels of uncertainty (Burgelman & Sayles, 1988; Dougherty & Heller, 1994; Jelinek & Schoonhoven, 1993; Kanter, North, Bernstein, & Williamson, 1990; Leifer et al., 2000). Therefore, we embarked on a novel process-related research framework to observe the process stages, MCS, and organizational structures that can generate radical innovation. This article is based on a case study at Alcan Engineered Products, a division of a multinational company provider of lightweight material solutions. Our observations suggest that incremental and radical innovation should be managed through different processes, MCS and organizational structures that ought to be activated and adapted contingent to the type of innovation that is being pursued (i.e. incremental or radical innovation). More importantly, we conclude that radical can be generated in a systematic way through enablers such as processes, MCS, and organizational structures. This is in line with the findings of Jelinek and Schoonhoven (1993) and Davila et al. (2006; 2007) who show that innovative firms have institutionalized mechanisms, arguing that radical innovation cannot occur in an organic environment where flexibility and consensus are the main managerial mechanisms. They rather argue that radical innovation requires a clear organizational structure and formal MCS.

Family Health Strategy professionals' view on the effects of Hansen's disease training

OBJECTIVEEvaluating how professionals of family health teams from three municipalities of Pernambuco perceive and interpret the effects of Hansen's disease training.METHODSA qualitative study using the perspective of Habermas. Six focus groups, totaling 33 nurses and 22 doctors were formed. The guide consisted of: reactions to training, learning, transfer of knowledge and organizational results.RESULTSThere were recurrent positive opinions on instructor performance, course materials, and an alert attitude to the occurrence of cases; the negative points were about lack of practical teaching, a lot of information in a short period of time and little emphasis on basic content. Low perceived self-efficacy and low locus of control, ambiguity, conflict of skills and the lack of support for the learning application. Nurses showed greater dissatisfaction with the organizational support.CONCLUSIONThe low effectiveness of training reveals the need to negotiate structured training from work problematization, considering performance conditions.

Entrepreneurship, organization and economic performance among Spanish firms, 1930-1975. The case of the motor industry

Before the Civil War (1936-1939), Spain had seen the emergence offirms of complex organizational forms. However, the conflict andthe postwar years changed this pattern. The argument put forwardin this paper is based on historical experience, the efforts willbe addressed to explain the development of Spanish entrepreneurshipduring the second half of the twentieth century. To illustrate thechange in entrepreneurship and organizational patterns among theSpanish firms during the Francoist regime we will turn to the caseof the motor vehicle industry.

Validation of the New Mix Design Process for Cold In-Place Rehabilitation Using Foamed Asphalt, 2007

Asphalt pavement recycling has grown dramatically over the last few years as a viable technology to rehabilitate existing asphalt pavements. Iowa's current Cold In-place Recycling (CIR) practice utilizes a generic recipe specification to define the characteristics of the CIR mixture. As CIR continues to evolve, the desire to place CIR mixture with specific engineering properties requires the use of a mix design process. A new mix design procedure was developed for Cold In-place Recycling using foamed asphalt (CIR-foam) in consideration of its predicted field performance. The new laboratory mix design process was validated against various Reclaimed Asphalt Pavement (RAP) materials to determine its consistency over a wide range of RAP materials available throughout Iowa. The performance tests, which include dynamic modulus test, dynamic creep test and raveling test, were conducted to evaluate the consistency of a new CIR-foam mix design process to ensure reliable mixture performance over a wide range of traffic and climatic conditions. The “lab designed” CIR will allow the pavement designer to take the properties of the CIR into account when determining the overlay thickness.

Gender gaps in performance: Evidence from young lawyers

This paper documents and studies the gender gap in performance among associatelawyers in the United States. Unlike most high-skilled professions, the legal professionhas widely-used objective methods to measure and reward lawyers' productivity: thenumber of hours billed to clients and the amount of new-client revenue generated. Wefind clear evidence of a gender gap in annual performance with respect to bothmeasures. Male lawyers bill ten-percent more hours and bring in more than double thenew-client revenue. We show that the differential impact across genders in the presenceof young children and the differences in aspirations to become a law-firm partneraccount for a large part of the difference in performance. These performance gaps haveimportant consequences for gender gaps in earnings. While individual and firmcharacteristics explain up to 50 percent of earnings gap, the inclusion of performancemeasures explains most of the remainder.

A new compact linear programming formulation for choice network revenue management

The choice network revenue management model incorporates customer purchase behavioras a function of the offered products, and is the appropriate model for airline and hotel networkrevenue management, dynamic sales of bundles, and dynamic assortment optimization.The optimization problem is a stochastic dynamic program and is intractable. A certainty-equivalencerelaxation of the dynamic program, called the choice deterministic linear program(CDLP) is usually used to generate dyamic controls. Recently, a compact linear programmingformulation of this linear program was given for the multi-segment multinomial-logit (MNL)model of customer choice with non-overlapping consideration sets. Our objective is to obtaina tighter bound than this formulation while retaining the appealing properties of a compactlinear programming representation. To this end, it is natural to consider the affine relaxationof the dynamic program. We first show that the affine relaxation is NP-complete even for asingle-segment MNL model. Nevertheless, by analyzing the affine relaxation we derive a newcompact linear program that approximates the dynamic programming value function betterthan CDLP, provably between the CDLP value and the affine relaxation, and often comingclose to the latter in our numerical experiments. When the segment consideration sets overlap,we show that some strong equalities called product cuts developed for the CDLP remain validfor our new formulation. Finally we perform extensive numerical comparisons on the variousbounds to evaluate their performance.

Parallel scheduling of multiclass M/M/m queues: Approximate and heavy-traffic optimization of achievable performance

We address the problem of scheduling a multiclass $M/M/m$ queue with Bernoulli feedback on $m$ parallel servers to minimize time-average linear holding costs. We analyze the performance of a heuristic priority-index rule, which extends Klimov's optimal solution to the single-server case: servers select preemptively customers with larger Klimov indices. We present closed-form suboptimality bounds (approximate optimality) for Klimov's rule, which imply that its suboptimality gap is uniformly bounded above with respect to (i) external arrival rates, as long as they stay within system capacity;and (ii) the number of servers. It follows that its relativesuboptimality gap vanishes in a heavy-traffic limit, as external arrival rates approach system capacity (heavy-traffic optimality). We obtain simpler expressions for the special no-feedback case, where the heuristic reduces to the classical $c \mu$ rule. Our analysis is based on comparing the expected cost of Klimov's ruleto the value of a strong linear programming (LP) relaxation of the system's region of achievable performance of mean queue lengths. In order to obtain this relaxation, we derive and exploit a new set ofwork decomposition laws for the parallel-server system. We further report on the results of a computational study on the quality of the $c \mu$ rule for parallel scheduling.

How feeding on young and old leaves affects the performance of Ascia monuste orseis (Godart) (Lepidoptera, Pieridae)

In the field, immature individuals of Ascia monuste orseis (Godart), the kale caterpillars, migrate in great proportion to other regions of the host in order to complete their development; there, they find leaves of different ages and are exposed to the nutritional variation of these leaves. The objective of this study was to find out how the change to leaves of different ages affects the A. monuste orseis performance. The experiments were carried out providing one kind of leaf during the three first instars, and afterwards providing leaves of different ages during the fourth and fifth instars, since it is in these two instars that the changing movement prevails in that species. The parameters to measure performance were time of development (both to complete the three first instars and the fourth and fifth instars), ingestion of food, incorporated biomass, digestive indices that evaluated efficiency in food utilization, relative growth and intake rates, percentage of emergence, weight and size of the adults. In general, the caterpillars which were first fed on new leaves presented a better performance, but this study concluded that the A. monuste orseis caterpillars have shown skills to compensate food with lower nutritional value or less abundant in nature.

The impact of gender composition on team performance and decision-making: Evidence from the field

We investigate whether the gender composition of teams affect theireconomic performance. We study a large business game, played in groups ofthree, where each group takes the role of a general manager. There are twoparallel competitions, one involving undergraduates and the other involvingMBAs. Our analysis shows that teams formed by three women aresignificantly outperformed by any other gender combination, both at theundergraduate and MBA levels. Looking across the performancedistribution, we find that for undergraduates, three women teams areoutperformed throughout, but by as much as 10pp at the bottom and by only1pp at the top. For MBAs, at the top, the best performing group is two menand one woman. The differences in performance are explained bydifferences in decision-making. We observe that three women teams are lessaggressive in their pricing strategies, invest less in R&D, and invest more insocial sustainability initiatives, than any other gender combination teams.Finally, we find support for the hypothesis that it is poor work dynamicsamong the three women teams that drives the results.

Ethnic polarization, potential conflict and civil wars

This paper analyzes the relationship between ethnic fractionalization, polarization, and conflict. In recent years many authors have found empirical evidence that ethnic fractionalization has a negative effect on growth. One mechanism that can explain this nexus is the effect of ethnic heterogeneity on rent-seeking activities and the increase in potential conflict, which is negative for investment. However the empirical evidence supporting the effect of ethnic fractionalization on the incidence of civil conflicts is very weak. Although ethnic fractionalization may be important for growth, we argue that the channel is not through an increase in potential ethnic conflict. We discuss the appropriateness of indices of polarization to capture conflictive dimensions. We develop a new measure of ethnic heterogeneity that satisfies the basic properties associated with the concept of polarization. The empirical section shows that this index of ethnic polarization is a significant variable in the explanation of the incidence of civil wars. This result is robust to the presence of other indicators of ethnic heterogeneity, other sources of data for the construction of the index, and other data structures.

Pastoral conflict and resource management in Ethiopia's Somali region

RESUME L'objectif de cette thèse est d'approfondir la compréhension de la transformation des conflits liés à l'utilisation et la répartition des ressources foncières, de l'eau ainsi que des ressources politiques en région aride ou semi-aride. Cette thèse se concentre en particulier sur la façon dont les acteurs et les institutions résolvent les conflits dans un espace dominé par un mode de vie pastoral au sein des pays de la Corne de l'Afrique. Celle-ci réunit des zones périphériques mal contrôlée et caractérisée par une faible administration publique qui coexiste avec des instances coutumières et d'autres autorités. Le cas de la région Somali d'Ethiopie (ou Ogaden) nous démontre que les disputes et les pratiques de gestion des conflits existantes sont encastrées dans les normes, les politiques et les relations de pouvoir locales. Par conséquent, ce travail réfute le déterminisme causal de la littérature des conflits dits environnementaux en soulignant l'existence d'une vaste palette de stratégies de résolution des conflits. Il démontre empiriquement la capacité des éleveurs, des paysans et d'autres utilisateurs de ressources en propriété commune («common- pool resources », CPRs) à coopérer plutôt qu'à se disputer. De la même façon, la préférence idéologique de la plupart des études sur les CPRS pour des groupes d'utilisateurs homogènes et des systèmes de ressources d'utilisation simple est remise en question. En effet, l'existence de multiples ressources naturelles et politiques dans la région Somali d'Ethiopie justifie cette remise en cause. En soulignant l'économie politique dans laquelle se situent les conflits pastoraux et leur gestion cette thèse critique l'approche dépolitisée sur l'utilisation des ressources en propriété commune ainsi que les perspectives technocratiques sur les processus de construction des institutions. Les résultats de recherche marquent le rôle central et souvent inattendu de l'état dans la formation des conflits et la gestion des ressources dans sa périphérie pastorale. Avec |'introduction du fédéralisme ethnique éthiopien et la décentralisation administrative, la construction de l'état à pris une tournure nouvelle dans la région Somali depuis |991 - la période analysée dans cette étude. Ce processus fut accompagné de trois dynamiques parallèles (1) L'expansion des ressources étatiques dans les zones rurales les plus reculées, (2) la politisation des liens de parenté et (3) la redéfinition de la relation entre l'homme et son environnement naturel. En ce qui concerne l'atténuation des conflits, la thèse révèle que le rôle de l'état est spatialement différentié, que l'incorporation des autorités coutumières dans les gouvernements locaux est politiquement ambiguë, et que l'appui sur les lois coutumières ne « gèle » pas forcement les traditions. Les institutions mixtes qui allient règles coutumières et bureaucratiques sont souvent efficaces dans la gestion et la résolution des conflits liés aux ressources en milieu rural, mais pas dans la prévention et la transformation de ces conflits sur le long terme. En ce qui concerne la gestion des ressources, l'étude souligne le fait que les politiques publiques institutionnelles qui ignorent les variations saisonnières de l'utilisation des ressources, la multiplicité des revendications par les utilisateurs des ressources et les droits de propriété non exclusif ne font qu'aggraver des tensions entre divers groupes plutôt que de les atténuer. C'est précisèrent le cas de la décentralisation selon la logique « ethnique » de l'Ethiopie et d'autres politiques publiques sectorielles dont le but est de promouvoir la sédentarisation en incitant les groupes pastoraux à réclamer et occuper les territoires de manière permanente. En conclusion, cette thèse insiste sur (1) l'importance du renforcement du système de régulation au sein du régime institutionnel de ressources pastorales, (2) l'élaboration de nouvelles normes qui produisent des arrangements fonciers reconnus à la fois par les communautés et l'état, (3) la conception de politique publiques qui prennent en compte le périmètre des écosystèmes en place plutôt que des entités ethniques ou politiques et (4) le besoin d'un processus de démocratisation des projets de développement et de la représentation politique en périphéries semi-aride. L'étude est composée des chapitres suivants. Le chapitre 1 introduit les éléments clés des systèmes d'élevage dans la Corne de l'Afrique et les transitions économiques, écologiques et politiques dans lesquelles se situe le pastoralisme nomade. Quelques thèmes récurrents sont ici résumés dont le déclin des économies de cheptel, l'érosion de la gestion des terres arides et l'expansion de l'insécurité physique. Le chapitre 2 dissèque de manière critique le concept de conflit environnemental et les théories de la propriété commune en tant qu'explications théoriques des conflits dits pastoraux. Tandis que le premier décrit la violence comme une réaction à la raréfaction des ressources naturelles due aux pressions démographiques et au changement climatique, les secondes considèrent les confits comme l'expression d'un échec institutionnel de droits de propriété insuffisamment définis. Ce chapitre expose les défauts de ces deux explications et propose une approche alternative qui tient compte des relations de pouvoir, des institutions de gestion des conflits et des ressources naturelles, et de l'écologie non-équilibrée des régions arides. Le chapitre 3 élabore un cadre conceptuel qui rassemble des perspectives empruntées à la littérature portant sur la gestion des ressources naturelles, les techniques de médiation des conflits, les nouvelles théories « new range ecology » et les régimes institutionnels de ressources naturelles. Trois hypothèses décrivent les conditions requises pour prévenir, résoudre ou transformer les conflits liés à l'utilisation multiple des ressources dans les zones pastorales. Elles concernent (1) l'inclusion de partis tiers dans les processus de gestion de confits, (2) l'intégration de règles bureaucratiques et coutumières dans la gestion des ressources et des conflits et (3) le régime institutionnel de ressources naturelles qui concilie des revendications multiples aux ressources CPRs de manière flexible et inclusive. Le chapitre 4 présente les méthodes et la philosophie de recherche qui sous-tendent l'argumentation et l'analyse de la thèse. Il détaille l'opérationnalisation du cadre conceptuel et la sélection des études de cas, le processus de collecte des données et se penche sur les expériences de recherches de terrain de l'auteur. Le chapitre 5 décrit les conflits fonciers dans le district de Harshin où une expansion incontrôlée de clôtures des pâturages a encouragé la prolifération de conflits violents parmi les éleveurs Isaaq depuis la fin des années 1980. L'hétérogénéisation de l'utilisation des ressources, la multiplication des règles de gestion et l'incapacité des anciens à imposer un retour à la propriété commune des pâturages sont les points centraux de cette étude de cas. Le chapitre 6 passe en revue la compétition féroce autour de l'eau le long de la berge très peuplée et fertile du Wabi Shabelle dans le district de K'elafo. L'étude de cas reflète les interactions généalogiques complexes entre les groupes "nobles" et les « communs », la dépendance des cultivateurs Rer Barre du capital et de la technologie, pour les pompes à eaux par exemple, et l'importance continue des pratiques coutumières de gestion de l'agriculture. Le chapitre 7 démontre les rivalités autour du gâteau fiscal dans la capitale de la région Somali, Jijiga, où les partis politiques, les anciens claniques et les technocrates manoeuvrent pour le partage du pouvoir et des positions au sein de l'administration régionale. L'étude de cas rend compte de l'usage politisé du budget public, de l'expansion des ressources étatiques dans les zones rurales à travers la décentralisation, et de l'importance des agents intermédiaires entre les niveaux fédéral, régional et local dans l'allocation des ressources. Le chapitre 8 analyse les rôles et contributions respectifs des anciens et des acteurs étatiques dans la gestion de conflits violents entre les différents groupes dans la région Somali. En révélant les points forts et faibles des processus de paix basés sur les compensations de sang, ce chapitre propose une appréciation nuancée de la proposition (1) concernant l'inclusion de partis tiers dans la gestion de conflit. Le chapitre conclut en soulignant les contradictions et les effets associés à la délégation aux autorités coutumières par l'état Ethiopien de la résolution des conflits et de la maintenance de la sécurité. Le chapitre 9 se concentre sur l'impact des projets de développement financés par l'état et des politiques publiques qui régulent la propriété des terres communes dans les régions pastorales de l'Ethiopie. Ni les politiques publiques sectorielles existantes ni les principes institutionnels du fédéralisme ethnique ne reconnaissent les revendications et utilisations multiples qui se font des ressources dans la région aride et semi- aride, ce qui valide la proposition (3) sur le besoin d'un régime institutionnel de ressources différencié et flexible. Le chapitre attire l'attention sur les aspects contre-productifs d'une administration et d'une représentation politique basées sur un concept territorial, ce qui encourage une occupation permanente des ressources pour des bénéfices politiques. Le chapitre 10 conclut en évaluant la proposition (2) qui concerne l'efficacité de la gestion et de la transformation des conflits basés sur l'intégration des règles et lois coutumières et bureaucratiques. Ce chapitre souligne le rôle controversé mais décisif de la construction et de l'expansion graduelle de l'état dans les périphéries pastorales. Finalement, quelques recommandations sont proposées en vue de l'amélioration de la gestion des conflits et des ressources en milieu pastoral clans la région Somali et des espaces comparables dans la Corne de l'Afrique.

Inequalities for a new data-based method for selecting nonparametric density estimates

We continue the development of a method for the selection of a bandwidth or a number of design parameters in density estimation. We provideexplicit non-asymptotic density-free inequalities that relate the $L_1$ error of the selected estimate with that of the best possible estimate,and study in particular the connection between the richness of the classof density estimates and the performance bound. For example, our methodallows one to pick the bandwidth and kernel order in the kernel estimatesimultaneously and still assure that for {\it all densities}, the $L_1$error of the corresponding kernel estimate is not larger than aboutthree times the error of the estimate with the optimal smoothing factor and kernel plus a constant times $\sqrt{\log n/n}$, where $n$ is the sample size, and the constant only depends on the complexity of the family of kernels used in the estimate. Further applications include multivariate kernel estimates, transformed kernel estimates, and variablekernel estimates.

Performance Report for Fiscal Year, 2005

I am pleased to present the performance report for the Iowa Department for the Blind for fiscal year 2005. This report is provided in compliance with sections 8E.210 and 216B.7 of the Code of Iowa. It contains valuable information about the services the Department and its partners provided for Iowans during the past fiscal year in the areas of vocational rehabilitation, library services, and resource management. Major accomplishments of the year included new food service opportunities in the Randolph-Sheppard program, extensive remodeling of the Adult Orientation and Adjustment Center, and continued national prominence in vocational rehabilitation as measured by the U.S. Rehabilitation Services Administration, which on June 13, 2005 released data on federal standards and indicators for the year ended September 30, 2004. Earnings ratios and the percentage of employment for vocational rehabilitation clients of the Department remain among the best in the nation. This is corroborated by a report released in September, 2005 by the U.S. Government Accountability Office, which tested and summarized datasets compiled by the U.S. Department of Education for the nation’s 80 vocational rehabilitation agencies. Overall, we met or exceeded 26 of 32 results targets included in this report. Key strategic challenges, developments, and trends are also discussed in the "Department Overview" that follows. Sincerely, Allen C. Harris Director, Iowa Department for the Blind

Performance Report for Fiscal Year, 2007

I am pleased to present the performance report for the Iowa Department for the Blind for fiscal year 2007. This report is provided in compliance with sections 8E.210 and 216B.7 of the Code of Iowa. It contains valuable information about the services the Department and its partners provided for Iowans during the past fiscal year in the areas of Vocational Rehabilitation, Independent Living, Library Services, and Resource Management. The Department determines its competitive success in a number of ways. We look at the federal standards and indicators to learn our ranking in relation to the performance of other public rehabilitation agencies. We compare our library's production and circulation figures with those from previous years to determine trends. We set our own standards for success by looking at such factors as the number of successful case closures, average hourly wage at case closure, skills training provided, and compliance with regulations. Results show that the Department is working positively toward achieving its strategic goals of increasing the independence and productivity of blind Iowans and improving access to information for blind Iowans. Major accomplishments of the year included the selection of our Library as the only agency authorized to distribute educational materials using the National Instructional Materials Accessibility Standard (NIMAS) to students in Iowa. Our Independent Living program received the Shining Star award at the Governor's Conference on Aging for its work with and outreach to older blind Iowans. The Department, the Iowa Braille School, and the Department of Education implemented new cooperative efforts to improve the coordination and delivery of services to blind and visually impaired students in Iowa. Finally, earnings ratios and the percentage of employment for vocational rehabilitation clients of the Department remain among the best in the nation, as measured by the U.S. Rehabilitation Services Administration, which on June 27, 2007 released data on federal standards and indicators for the year ended September 30, 2006. Overall, we met or exceeded 11 of 16 results targets included in this report. A discussion of the Department's services, customers, organizational structure, and budget appears in the "Department Overview" that follows. The success of the Department's programs is evident in the success achieved by blind Iowans. It is reflected in the many blind persons who can be seen traveling about independently, going to their jobs and to the community and family activities in which they participate. Sincerely, Allen C. Harris Director, Iowa Department for the Blind