Oaxaca-Blinder type counterfactual decomposition methods for duration outcomes

Los métodos disponibles para realizar análisis de descomposición que se pueden aplicar cuando los datos son completamente observados, no son válidos cuando la variable de interés es censurada. Esto puede explicar la escasez de este tipo de ejercicios considerando variables de duración, las cuales se observan usualmente bajo censura. Este documento propone un método del tipo Oaxaca-Blinder para descomponer diferencias en la media en el contexto de datos censurados. La validez de dicho método radica en la identificación y estimación de la distribución conjunta de la variable de duración y un conjunto de covariables. Adicionalmente, se propone un método más general que permite descomponer otros funcionales de interés como la mediana o el coeficiente de Gini, el cual se basa en la especificación de la función de distribución condicional de la variable de duración dado un conjunto de covariables. Con el fin de evaluar el desempeño de dichos métodos, se realizan experimentos tipo Monte Carlo. Finalmente, los métodos propuestos son aplicados para analizar las brechas de género en diferentes características de la duración del desempleo en España, tales como la duración media, la probabilidad de ser desempleado de largo plazo y el coeficiente de Gini. Los resultados obtenidos permiten concluir que los factores diferentes a las características observables, tales como capital humano o estructura del hogar, juegan un papel primordial para explicar dichas brechas.

Case based reasoning as an extension of fault dictionary methods for linear electronic analog circuits diagnosis

El test de circuits és una fase del procés de producció que cada vegada pren més importància quan es desenvolupa un nou producte. Les tècniques de test i diagnosi per a circuits digitals han estat desenvolupades i automatitzades amb èxit, mentre que aquest no és encara el cas dels circuits analògics. D'entre tots els mètodes proposats per diagnosticar circuits analògics els més utilitzats són els diccionaris de falles. En aquesta tesi se'n descriuen alguns, tot analitzant-ne els seus avantatges i inconvenients. Durant aquests últims anys, les tècniques d'Intel·ligència Artificial han esdevingut un dels camps de recerca més importants per a la diagnosi de falles. Aquesta tesi desenvolupa dues d'aquestes tècniques per tal de cobrir algunes de les mancances que presenten els diccionaris de falles. La primera proposta es basa en construir un sistema fuzzy com a eina per identificar. Els resultats obtinguts son força bons, ja que s'aconsegueix localitzar la falla en un elevat tant percent dels casos. Per altra banda, el percentatge d'encerts no és prou bo quan a més a més s'intenta esbrinar la desviació. Com que els diccionaris de falles es poden veure com una aproximació simplificada al Raonament Basat en Casos (CBR), la segona proposta fa una extensió dels diccionaris de falles cap a un sistema CBR. El propòsit no és donar una solució general del problema sinó contribuir amb una nova metodologia. Aquesta consisteix en millorar la diagnosis dels diccionaris de falles mitjançant l'addició i l'adaptació dels nous casos per tal d'esdevenir un sistema de Raonament Basat en Casos. Es descriu l'estructura de la base de casos així com les tasques d'extracció, de reutilització, de revisió i de retenció, fent èmfasi al procés d'aprenentatge. En el transcurs del text s'utilitzen diversos circuits per mostrar exemples dels mètodes de test descrits, però en particular el filtre biquadràtic és l'utilitzat per provar les metodologies plantejades, ja que és un dels benchmarks proposats en el context dels circuits analògics. Les falles considerades son paramètriques, permanents, independents i simples, encara que la metodologia pot ser fàcilment extrapolable per a la diagnosi de falles múltiples i catastròfiques. El mètode es centra en el test dels components passius, encara que també es podria extendre per a falles en els actius.

Diagnóstico de necessidades de competências do agente da psp no atendimento à mulher vítima de violência conjugal

A presente dissertação têm como problemática a violência conjugal sobre a mulher por parte do seu companheiro masculino, e como objeto empírico de investigação, o diagnóstico de necessidades de competências do Agente da PSP para efetuar um atendimento eficaz à mulher vítima de violência conjugal. Em termos específicos pretende estabelecer-se um perfil de competências profissionais, ao nível dos conhecimentos, habilidades e atitudes, que o profissional da PSP deve possuir para efetuar este atendimento com eficácia, dignidade e respeitando todos os aspetos dos direitos destas vítimas. Cientificamente, a realização de um diagnóstico de necessidades de competências conjetura várias etapas que objetivam definir as competências necessárias, as que se encontram em falta, e expor as que atualmente se possuem. Para atingir tal propósito auscultaram-se as visões dos diferentes atores que intervém neste crime através de três amostras distintas, respetivamente, Especialistas, Vítimas e Polícia. Em concreto catorze reconhecidos especialistas nacionais da área da violência doméstica, cem mulheres vítimas deste crime com denúncia efetuada à PSP, e cem profissionais desta Força de Segurança que acuam neste crime. O procedimento que delimita estas etapas anuncia no seu âmago os objetivos específicos. Neste âmbito, pediu-se aos especialistas o delinear das competências necessárias, as vítimas que descrevessem as lacunas do atendimento, e aos Agentes para elencar as competências atuais. Com a triangulação dos dados obtidos foi possível obter o diagnóstico de competências e responder à pergunta de partida: Quais as competências que existem e quais as que se evidenciam como necessárias no Agente da PSP para o atendimento à mulher vítima de violência conjugal? Neste âmbito, Várias questões se levantaram de forma a responder a esta pergunta de partida: Quais as competências necessárias aos Agentes da PSP para efetuarem um eficaz atendimento perante este crime? Será que estas vítimas se encontram satisfeitas com o atendimento dos elementos policiais que responderam à denúncia do crime? Será que estes Agentes se sentem preparados para intervir com competência a este tipo de crime? Ao nível metodológico, após a pesquisa exploratória, utilizou-se uma metodologia transversal, quali-quantitativa e quantitativa, com recolha de dados assente no método de Delphi, com inquéritos por questionários semiestruturados e estruturados e a análise de conteúdo de dados estatísticos. Perante a análise dos resultados, o diagnóstico de necessidades competências efetuado permitiu concluir que existe um conjunto de competências que têm de ser melhoradas, outro que têm de ser adquiridas pelo Agente da PSP, definido por estes e pelas vítimas.

A prática pedagógica nos “descaminhos” do ensino da língua portuguesa : a formação do leitor para uma vida inteira

O presente trabalho procurou abordar as práticas de leitura desenvolvidas no ensino médio nas aulas de Língua Portuguesa na rede pública estadual de Quipapá-PE, tendo como questão norteadora: a origem do insucesso da formação leitora está focalizada nos educandos ou n ausência de uma ação potencializadora de um educador leitor? Nessa perspectiva, no decorrer deste estudo, são debatidas algumas concepções teóricas e metodológicas que propõem uma reflexão sobre as relações que estruturam as práticas pedagógicas, sugerindo o redimensionamento dos saberes docentes dos professores de Língua Portuguesa e das práticas de leitura. Apontando multiplicidade de fatores envolvidos que dificultam, mas não impossibilitam a necessária adesão à perspectiva de linguagem textual- interacionista como subsídio na libertação do professor de Língua Portuguesa do seu aprisionamento à tradição metodológica do ensino de gramática, em detrimento as atividades de leitura no cotidiano escolar. Posto que a escola como espaço privilegiado para formação de leitores, não tem correspondido às demandas sociais, nem esta tem estado, tem sido priorizada na ação educativa. Visto que a esses profissionais, por vezes, falta clareza a respeito da concepção de linguagem que norteia seu fazer pedagógico, derivado das lacunas em sua formação acadêmica, que resultam em contradições, conflitos, rupturas e permanências, contribuindo para uma visão contraditória das concepções construídas a respeito do seu papel como professor de língua materna. Usamos como aporte teórico as contribuições advindas da linguística aplicada, com base na perspectiva sócio interacionista da linguagem. Do ponto de vista metodológico, optamos pela pesquisa quantitativa e qualitativa com aplicação de questionários aos alunos, itens apresentados sob a modalidade Likert, bem como entrevistas aos professores. Contudo, com a análise, nos veio à confirmação de que no modelo de ensino vigente, a leitura como processo de interação e sentido, não está totalmente efetivada na ação docente, pois as atividades de gramática têm predominado; relegando ao segundo plano a formação do leitor crítico. Em razão disso, coloca-se a questão da aprendizagem do professor que, enquanto sujeito singular que possui uma história de vida, aprende e reconstrói seus saberes na experiência, podendo a partir de novos conhecimentos, para os quais intentamos contribuir, aderir a essa perspectiva teórica. Diante desse contexto apresentado, acreditamos que essa pesquisa pode trazer uma importante contribuição para despertar estes profissionais sobre o tratamento que deve ser dado a leitura por todos os professores, dada a importância decisiva para a formação e o exercício efetivo da cidadania.

Autocuidados e automedicação na temática da obstipação

Atualmente, consideram-se os autocuidados como a primeira forma de prevenção e tratamento de doenças. Através de alterações no estilo de vida e da automedicação é possível obter enormes benefícios, não só na saúde mas também na economia do próprio país. Para que estas medidas sejam eficazes e seguras, é essencial garantir a formação e informação da sociedade, sendo os profissionais de saúde os principais intervenientes neste processo. Assim, o farmacêutico deve intervir junto da população, não só na promoção da saúde, como também no incentivo ao uso racional dos medicamentos. São diversas as situações passíveis de automedicação e são igualmente vários os casos de utilização incorreta de medicamentos neste contexto. Assim, optou-se por destacar a automedicação na obstipação com recurso não só a Medidas Não Farmacológicas, como também à utilização de laxantes. A obstipação é um conjunto de sintomas associado a determinada causa. Fatores desencadeantes podem ser de origem patológica ou de origem comportamental, destacando-se o stress, polimedicação e hábitos de consumo. Os laxantes são normalmente utilizados no tratamento da obstipação, no entanto, temse conhecimento que podem ser indevidamente usados para outros fins, nomeadamente em contexto de distúrbios alimentares. A dependência destes medicamentos é elevada quando utilizados de forma incorreta, por tempo prolongado e em elevada frequência. Deste modo, o presente estudo tem como principais objetivos percecionar quais as possíveis causas da obstipação; avaliar a utilização de laxantes; identificar que tipo de intervenção é feita pelo farmacêutico nesta temática; avaliar qual o grau de conhecimento da sociedade relativamente à obstipação e ao uso de laxantes e elaborar o Protocolo de Intervenção Farmacêutica na obstipação. Trata-se de um estudo descritivo e transversal que se baseou na realização de um questionário de resposta fechada a utentes da Farmácia Damaia. Foram inquiridos 300 voluntários, de ambos os géneros, com idades compreendidas entre os 1-88 anos (45,15 ± 20,16 anos), após consentimento de participação. O questionário abordou diversas áreas, nomeadamente estilo de vida, rotinas e hábitos defecatórios e xvi utilização de laxantes. Os dados foram tratados no programa Microsoft Excel® 2007 e posteriormente analisados. Através do estudo foi possível percecionar que são várias as falhas existentes ao nível dos conhecimentos da população, nomeadamente em relação aos princípios básicos do funcionamento intestinal. Este estudo também demonstrou que existem lacunas nos conhecimentos acerca dos tipos de obstipação e na utilização de laxantes. Torna-se percetível que é fundamental o processo de instrução da população em relação a esta e outras temáticas relacionadas com a saúde. Assim, o farmacêutico deve tornar-se mais pró-ativo e intervir nesta área, para benefício de toda a sociedade.

Operación masacre: la fundación mitológica del testimonio (Estudios)

A partir de Operación masacre, de Rodolfo Walsh, la autora distingue, en este ensayo, el testimonio de otras narrativas. Señala que no es literatura de bandidos, porque el sustrato son memorias de víctimas o de sobrevivientes de la impune violencia de Estado. Afirma que tampoco es reportaje o crónica periodística: en estos últimos no median una serie de entrevistas orales ni se plantean imágenes históricas totalizadoras. La autora insiste en el carácter revolucionario del testimonio, que busca construir una verdad absoluta, un discurso sin fisuras. A diferencia de la novela-testimonio, que es instrumento de conocimiento, este género tendría un sentido fundamentalmente histórico. Sostiene que, en Argentina, las víctimas directas de la violencia son quienes pueden solicitar reparación, por eso, los escritores de testimonio de la posdictadura se debaten entre la pertenencia al grupo de víctimas y la voluntad de asumir las causas políticas. Nofal concluye que Walsh, a diferencia de ellos, toma la palabra y dice la verdad desde su lugar de ciudadano y desde el espacio literario.

Preparation of consistent soil data sets for modelling purposes: Secondary SOTER data for four case study areas

The common GIS-based approach to regional analyses of soil organic carbon (SOC) stocks and changes is to define geographic layers for which unique sets of driving variables are derived, which include land use, climate, and soils. These GIS layers, with their associated attribute data, can then be fed into a range of empirical and dynamic models. Common methodologies for collating and formatting regional data sets on land use, climate, and soils were adopted for the project Assessment of Soil Organic Carbon Stocks and Changes at National Scale (GEFSOC). This permitted the development of a uniform protocol for handling the various input for the dynamic GEFSOC Modelling System. Consistent soil data sets for Amazon-Brazil, the Indo-Gangetic Plains (IGP) of India, Jordan and Kenya, the case study areas considered in the GEFSOC project, were prepared using methodologies developed for the World Soils and Terrain Database (SOTER). The approach involved three main stages: (1) compiling new soil geographic and attribute data in SOTER format; (2) using expert estimates and common sense to fill selected gaps in the measured or primary data; (3) using a scheme of taxonomy-based pedotransfer rules and expert-rules to derive soil parameter estimates for similar soil units with missing soil analytical data. The most appropriate approach varied from country to country, depending largely on the overall accessibility and quality of the primary soil data available in the case study areas. The secondary SOTER data sets discussed here are appropriate for a wide range of environmental applications at national scale. These include agro-ecological zoning, land evaluation, modelling of soil C stocks and changes, and studies of soil vulnerability to pollution. Estimates of national-scale stocks of SOC, calculated using SOTER methods, are presented as a first example of database application. Independent estimates of SOC stocks are needed to evaluate the outcome of the GEFSOC Modelling System for current conditions of land use and climate. (C) 2007 Elsevier B.V. All rights reserved.

Exploiting CAFS-ISP

In the summer of 1982, the ICLCUA CAFS Special Interest Group defined three subject areas for working party activity. These were: 1) interfaces with compilers and databases, 2) end-user language facilities and display methods, and 3) text-handling and office automation. The CAFS SIG convened one working party to address the first subject with the following terms of reference: 1) review facilities and map requirements onto them, 2) "Database or CAFS" or "Database on CAFS", 3) training needs for users to bridge to new techniques, and 4) repair specifications to cover gaps in software. The working party interpreted the topic broadly as the data processing professional's, rather than the end-user's, view of and relationship with CAFS. This report is the result of the working party's activities. The report content for good reasons exceeds the terms of reference in their strictest sense. For example, we examine QUERYMASTER, which is deemed to be an end-user tool by ICL, from both the DP and end-user perspectives. First, this is the only interface to CAFS in the current SV201. Secondly, it is necessary for the DP department to understand the end-user's interface to CAFS. Thirdly, the other subjects have not yet been addressed by other active working parties.

The social impacts of heat waves

The effects of the 2003 European heat wave have highlighted the need for society to prepare itself for and cope more effectively with heat waves. This is particularly important in the context of predicted climate change and the likelihood of more frequent extreme climate events; to date, heat as a natural hazard has been largely ignored. In order to develop better coping strategies, this report explores the factors that shape the social impacts of heat waves, and sets out a programme of research to address the considerable knowledge gaps in this area. Heat waves, or periods of anomalous warmth, do not affect everyone; it is the vulnerable individuals or sectors of society who will most experience their effects. The main factors of vulnerability are being elderly, living alone, having a pre-existing disease, being immobile or suffering from mental illness and being economically disadvantaged. The synergistic effects of such factors may prove fatal for some. Heat waves have discernible impacts on society including a rise in mortality, an increased strain on infrastructure (power, water and transport) and a possible rise in social disturbance. Wider impacts may include effects on the retail industry, ecosystem services and tourism. Adapting to more frequent heat waves should include soft engineering options and, where possible, avoid the widespread use of air conditioning which could prove unsustainable in energy terms. Strategies for coping with heat include changing the way in which urban areas are developed or re-developed, and setting up heat watch warning systems based around weather and seasonal climate forecasting and intervention strategies. Although heat waves have discernible effects on society, much remains unknown about their wider social impacts, diffuse health issues and how to manage them.

Carbon addition alters vegetation composition on ex-arable fields

1. Recent changes in European agricultural policy have led to measures to reverse the loss of species-rich grasslands through the creation of new areas on ex-arable land. Ex-arable soils are often characterized by high inorganic nitrogen (N) levels, which lead to the rapid establishment of annual and fast-growing perennial species during the initial phase of habitat creation. The addition of carbon (C) to the soil has been suggested as a countermeasure to reduce plant-available N and alter competitive interactions among plant species. 2. To test the effect of C addition on habitat creation on ex-arable land, an experiment was set up on two recently abandoned fields in Switzerland and on two 6-year-old restoration sites in the UK. Carbon was added as a mixture of either sugar and sawdust or wood chips and sawdust during a period of 2 years. The effects of C addition on soil parameters and vegetation composition were assessed during the period of C additions and 1 year thereafter. 3. Soil nitrate concentrations were reduced at all sites within weeks of the first C addition, and remained low until cessation of the C additions. The overall effect of C addition on vegetation was a reduction in above-ground biomass and cover. At the Swiss sites, the addition of sugar and sawdust led to a relative increase in legume and forb cover and to a decrease in grass cover. The soil N availability, composition of soil micro-organisms and vegetation characteristics continued to be affected after cessation of C additions. 4. Synthesis and applications. The results suggest that C addition in grassland restoration is a useful management method to reduce N availability on ex-arable land. Carbon addition alters the vegetation composition by creating gaps in the vegetation that facilitates the establishment of late-seral plant species, and is most effective when started immediately after the abandonment of arable fields and applied over several years.

How global is the global biodiversity information facility?

There is a concerted global effort to digitize biodiversity occurrence data from herbarium and museum collections that together offer an unparalleled archive of life on Earth over the past few centuries. The Global Biodiversity Information Facility provides the largest single gateway to these data. Since 2004 it has provided a single point of access to specimen data from databases of biological surveys and collections. Biologists now have rapid access to more than 120 million observations, for use in many biological analyses. We investigate the quality and coverage of data digitally available, from the perspective of a biologist seeking distribution data for spatial analysis on a global scale. We present an example of automatic verification of geographic data using distributions from the International Legume Database and Information Service to test empirically, issues of geographic coverage and accuracy. There are over 1/2 million records covering 31% of all Legume species, and 84% of these records pass geographic validation. These data are not yet a global biodiversity resource for all species, or all countries. A user will encounter many biases and gaps in these data which should be understood before data are used or analyzed. The data are notably deficient in many of the world's biodiversity hotspots. The deficiencies in data coverage can be resolved by an increased application of resources to digitize and publish data throughout these most diverse regions. But in the push to provide ever more data online, we should not forget that consistent data quality is of paramount importance if the data are to be useful in capturing a meaningful picture of life on Earth.

A comparison of space weather analysis techniques used to predict the arrival of the Earth-directed CME and its shockwave launched on 8 April 2010

The Earth-directed coronal mass ejection (CME) of 8 April 2010 provided an opportunity for space weather predictions from both established and developmental techniques to be made from near–real time data received from the SOHO and STEREO spacecraft; the STEREO spacecraft provide a unique view of Earth-directed events from outside the Sun-Earth line. Although the near–real time data transmitted by the STEREO Space Weather Beacon are significantly poorer in quality than the subsequently downlinked science data, the use of these data has the advantage that near–real time analysis is possible, allowing actual forecasts to be made. The fact that such forecasts cannot be biased by any prior knowledge of the actual arrival time at Earth provides an opportunity for an unbiased comparison between several established and developmental forecasting techniques. We conclude that for forecasts based on the STEREO coronagraph data, it is important to take account of the subsequent acceleration/deceleration of each CME through interaction with the solar wind, while predictions based on measurements of CMEs made by the STEREO Heliospheric Imagers would benefit from higher temporal and spatial resolution. Space weather forecasting tools must work with near–real time data; such data, when provided by science missions, is usually highly compressed and/or reduced in temporal/spatial resolution and may also have significant gaps in coverage, making such forecasts more challenging.

Carbon balance of UK peatlands: current state of knowledge and future research challenges

The retention of peatland carbon (C) and the ability to continue to draw down and store C from the atmosphere is not only important for the UK terrestrial carbon inventory, but also for a range of ecosystem services, the landscape value and the ecology and hydrology of ~15% of the land area of the UK. Here we review the current state of knowledge on the C balance of UK peatlands using several studies which highlight not only the importance of making good flux measurements, but also the spatial and temporal variability of different flux terms that characterise a landscape affected by a range of natural and anthropogenic processes and threats. Our data emphasise the importance of measuring (or accurately estimating) all components of the peatland C budget. We highlight the role of the aquatic pathway and suggest that fluxes are higher than previously thought. We also compare the contemporary C balance of several UK peatlands with historical rates of C accumulation measured using peat cores, thus providing a long-term context for present-day measurements and their natural year-on-year variability. Contemporary measurements from 2 sites suggest that current accumulation rates (–56 to –72 g C m–2 yr–1) are at the lower end of those seen over the last 150 yr in peat cores (–35 to –209 g C m–2 yr–1). Finally, we highlight significant current gaps in knowledge and identify where levels of uncertainty are high, as well as emphasise the research challenges that need to be addressed if we are to improve the measurement and prediction of change in the peatland C balance over future decades.

Real estate capital flows and transitional economies

reign real estate capital was a major source of financing domestic property market office construction in Central Europe after the fall of the Berlin Wall in 1989. During the 1990s, over 800 office buildings were either newly constructed or refurbished in Budapest, Prague and Warsaw. The primary focus of this analysis is explaining the spatial construction and redevelopment patterns of the post-1989 office buildings in these cities. Secondarily, we analyze the correlation of foreign direct investment flows to annual construction of office buildings. We seek to explain the location of new or refurbished office buildings in the central business district (CBD) or in non-CBD locations in terms of the effect of time, size of property and other variables, and test whether there is a positive correlation relationship of foreign direct investment flows and new office construction or refurbishment. Integrating relevant foreign direct investment (FDI), economic geography and property theories in the research, the authors attempt to bridge existing gaps in the literature.

CPD records for revalidation: assessing fitness-to-practise using ‘revalidation standards’ and an Outcomes Framework

Background: Currently, all pharmacists and technicians registered with the Royal Pharmaceutical Society of Great Britain must complete a minimum of nine Continuing Professional Development (CPD) record (entries) each year. From September 2010 a new regulatory body, the General Pharmaceutical Council, will oversee the regulation (including revalidation) of all pharmacy registrants in Great Britain. CPD may provide part of the supporting evidence that a practitioner submits to the regulator as part of the revalidation process. Gaps in knowledge necessitated further research to examine the usefulness of CPD in a pharmacy revalidation Project aims: The overall aims of this project were to summarise pharmacy professionals’ past involvement in CPD, examine the usability of current CPD entries for the purpose of revalidation, and to examine the impact of ‘revalidation standards’ and a bespoke Outcomes Framework on the conduct and construction of CPD entries for future revalidation of pharmacy professionals. We completed a comprehensive review of the literature, devised, validated and tested the impact of a new CPD Outcomes Framework and related training material in an empirical investigation involving volunteer pharmacy professionals and also spoke with our participants to bring meaning and understanding to the process of CPD conduct and recording and to gain feedback on the study itself. Key findings: The comprehensive literature review identified perceived barriers to CPD and resulted in recommendations that could potentially rectify pharmacy professionals’ perceptions and facilitate participation in CPD. The CPD Outcomes Framework can be used to score CPD entries Compared to a control (CPD and ‘revalidation standards’ only), we found that training participants to apply the CPD Outcomes Framework resulted in entries that scored significantly higher in the context of a quantitative method of CPD assessment. Feedback from participants who had received the CPD Outcomes Framework was positive and a number of useful suggestions were made about improvements to the Framework and related training. Entries scored higher because participants had consciously applied concepts linked to the CPD Outcomes Framework whereas entries scored low where participants had been unable to apply the concepts of the Framework for a variety of reasons including limitations posed by the ‘Plan & Record’ template. Feedback about the nature of the ‘revalidation standards’ and their application to CPD was not positive and participants had not in the main sought to apply the standards to their CPD entries – but those in the intervention group were more likely to have referred to the revalidation standards for their CPD. As assessors, we too found the process of selecting and assigning ‘revalidation standards’ to individual CPD entries burdensome and somewhat unspecific. We believe that addressing the perceived barriers and drawing on the facilitators will help deal with the apparent lack of engagement with the revalidation standards and have been able to make a set of relevant recommendations. We devised a model to explain and tell the story of CPD behaviour. Based on the concepts of purpose, action and results, the model centres on explaining two types of CPD behaviour, one following the traditional CE pathway and the other a more genuine CPD pathway. Entries which scored higher when we applied the CPD Outcomes Framework were more likely to follow the CPD pathway in the model above. Significant to our finding is that while participants following both models of practice took part in this study, the CPD Outcomes Framework was able to change people’s CPD behaviour to make it more inline with the CPD pathway. The CPD Outcomes Framework in defining the CPD criteria, the training pack in teaching the basis and use of the Framework and the process of assessment in using the CPD Outcomes Framework, would have interacted to improve participants’ CPD through a collective process. Participants were keen to receive a curriculum against which certainly CE-type activities could be conducted and another important observation relates to whether CE has any role to play in pharmacy professionals’ revalidation. We would recommend that the CPD Outcomes Framework is used in the revalidation of pharmacy professionals in the future provided the requirement to submit 9 CPD entries per annum is re-examined and expressed more clearly in relation to what specifically participants are being asked to submit – i.e. the ratio of CE to CPD entries. We can foresee a benefit in setting more regular intervals which would act as deadlines for CPD submission in the future. On the whole, there is value in using CPD for the purpose of pharmacy professionals’ revalidation in the future.