Three Alternatives for Graphing Behavioral Data: A Comparison of Usability and Acceptability

2020 ◽  
pp. 014544552094632
Author(s):  
Chad E. L. Kinney ◽  
John C. Begeny ◽  
Scott A. Stage ◽  
Sierra Patterson ◽  
Amirra Johnson

Making treatment decisions based upon graphed data is important in helping professions. A small amount of research has compared usability between equal-interval and semi-log graphs, but no prior studies have compared different types of semi-log graphs. Using a randomized, cross-over, experimental design with 72 participants, this study examined the relative usability and acceptability of three types of graphs: Regular (equal-interval), Standard Celeration Chart (SCC; semi-log), and Standard Behavior Graph (SBG; semi-log). All participants used each graph across three usability tasks (Plotting Data, Writing Values, and Interpreting Trends). For the Plotting and Writing tasks, the equal-interval graph produced the greatest rate of correct responses. However, for the Interpreting task the SBG produced the greatest rate of corrects, while the equal-interval graph produced the smallest rate. User acceptability mainly favored the equal-interval and SBG graphs. Study findings and implications are discussed with respect to graph usability and acceptability during day-to-day practice.

Author(s):  
Martyna Bogacz ◽  
Stephane Hess ◽  
Chiara Calastri ◽  
Charisma F. Choudhury ◽  
Alexander Erath ◽  
...  

The use of virtual reality (VR) in transport research offers the opportunity to collect behavioral data in a controlled dynamic setting. VR settings are useful in the context of hypothetical situations in which real-world data does not exist or in situations which involve risk and safety issues making real-world data collection infeasible. Nevertheless, VR studies can contribute to transport-related research only if the behavior elicited in a virtual environment closely resembles real-world behavior. Importantly, as VR is a relatively new research tool, the best-practice with regards to the experimental design is still to be established. In this paper, we contribute to a better understanding of the implications of the choice of the experimental setup by comparing cycling behavior in VR between two groups of participants in similar immersive scenarios, the first group controlling the maneuvers using a keyboard and the other group riding an instrumented bicycle. We critically compare the speed, acceleration, braking and head movements of the participants in the two experiments. We also collect electroencephalography (EEG) data to compare the alpha wave amplitudes and assess the engagement levels of participants in the two settings. The results demonstrate the ability of VR to elicit behavioral patterns in line with those observed in the real-world and indicate the importance of the experimental design in a VR environment beyond the choice of audio-visual stimuli. The findings will be useful for researchers in designing the experimental setup of VR for behavioral data collection.


2020 ◽  
Vol 13 (9) ◽  
pp. 1
Author(s):  
C. S. Bernini ◽  
P. S. Guimarães

In Brazil, corn is grown in a wide variety of environments, investments and technologies, requiring the development of different types of hybrids. Breeding programs aim to identify genotypes with productive potential combined with better adaptation and stability. The objective of this work was to evaluate 28 hybrids of F2 maize populations, obtained from a complete diallel, together with the eight parent F2 populations and two commercial witnesses, regarding the main agronomic traits: male flowering (FM), plant height and ear ( AP and AE) and grain mass (MG) and estimate the parameters of adaptability and stability. The experiments were developed in 2008/2009 and 2009/2010, in three locations in the State of São Paulo (Campinas, Mococa and Palmital) and the experimental design used was the randomized blocks with three replications. Individual and joint analyzes of variance were performed, the means being grouped by the Scott-Knott test and the parameters of adaptability and stability estimated by the methods of Eberhart and Russell (1966) and Annicchiarico (1992). There was a significant difference (P <0.01) for treatments, locations and interaction between treatments in all evaluated characters. The average for MG was 7,515 kg ha-1, highlighting the hybrid P4 x P1 with MG of 9,095 kg ha-1. The average of hybrids was 40.5% higher than that of parental F2 populations. The hybrids of F2 populations differ in terms of adaptability and stability for MG, with the majority of hybrids (82%) showing general adaptability. The P4xP1 and P4xP2 hybrids are superior to MG and are promising for recommendation in a wide range of environments.


2021 ◽  
Author(s):  
◽  
Oliver Ballance

<p>Language learner use of concordances attracts considerable research interest. Concordances are now being conceptualized as presenting language learners with multiple affordances (Leńko-Szymańska & Boulton, 2015), affordances being the latent value of an object determined by the use made of it and not necessarily by its design. However, empirical research has typically operationalized concordances in simple, monolithic terms, and thus, from an experimental design perspective, they are implicitly seen as providing a single set of language learning affordances. That is, the majority of research conducted on concordancing treatments is discussed in terms of concordancing in fairly simple undifferentiated terms (see overviews of research in Boulton, 2010a; Cobb & Boulton, 2015; C. Yoon, 2011). Thus, previous research has contributed to an understanding of whether concordances can facilitate language learning, but it has rarely addressed the issue of how the operationalisation of concordances in pedagogical contexts interacts with the language learning affordances provided. Insufficient engagement with this issue is important because, alongside studies that have shown strong facilitative effects, there are many studies of learner use of concordances that show little to no facilitative effect of the concordancing condition. To address this issue, this thesis addresses the construct of learner use of concordances from an experiment design perspective, helping to define the construct of concordancing and examining potential variables in learner use of concordances.   The thesis reports a series of studies that examine the construct of concordancing from both the perspective of concordance users’ concordancing preferences and the perspective of the lexical qualities of concordances as texts. First, a quasi-experimental, quantitative survey of concordance users’ concordancing preferences showed the construct of concordancing to comprise four distinguishable operational parameters: citation format, type of corpus concordanced, citation order and reading style. It then found correlations between these parameters and three of four user groupings: grouping by frequency of concordance use, by linguistic relationship to concordance language, and by field of concordance use. It revealed that different types of concordance user can be characterized by preferences for different types of concordance use, and vice versa. In two further studies, quantitative analysis of concordances showed that manipulation of factors in concordance generation resulted in concordances with significant differences in measures of word frequency and type token ratio. These analyses showed the extent to which the affordances of concordances vary in relation to two key factors in concordance generation: which corpus is concordanced and level of corpus generality.  The findings of these four studies are discussed in relation to the definition of concordancing presented in Chapter 2 of the thesis and the affordances of concordances that have been discussed in the literature. Together the findings indicate that effective learner use of concordances is likely to be dependent on matching the operationalization of concordancing in pedagogical contexts to learner profiles. For this reason, research on learner use of concordances needs to adopt experimental designs that can account for variation in concordancing as a treatment condition. The findings are also discussed in relation to their practical implications for effectively operationalising concordancing in pedagogical practice and the development of pedagogical concordancers and concordance-based language learning materials.</p>


2021 ◽  
Author(s):  
◽  
Oliver Ballance

<p>Language learner use of concordances attracts considerable research interest. Concordances are now being conceptualized as presenting language learners with multiple affordances (Leńko-Szymańska & Boulton, 2015), affordances being the latent value of an object determined by the use made of it and not necessarily by its design. However, empirical research has typically operationalized concordances in simple, monolithic terms, and thus, from an experimental design perspective, they are implicitly seen as providing a single set of language learning affordances. That is, the majority of research conducted on concordancing treatments is discussed in terms of concordancing in fairly simple undifferentiated terms (see overviews of research in Boulton, 2010a; Cobb & Boulton, 2015; C. Yoon, 2011). Thus, previous research has contributed to an understanding of whether concordances can facilitate language learning, but it has rarely addressed the issue of how the operationalisation of concordances in pedagogical contexts interacts with the language learning affordances provided. Insufficient engagement with this issue is important because, alongside studies that have shown strong facilitative effects, there are many studies of learner use of concordances that show little to no facilitative effect of the concordancing condition. To address this issue, this thesis addresses the construct of learner use of concordances from an experiment design perspective, helping to define the construct of concordancing and examining potential variables in learner use of concordances.   The thesis reports a series of studies that examine the construct of concordancing from both the perspective of concordance users’ concordancing preferences and the perspective of the lexical qualities of concordances as texts. First, a quasi-experimental, quantitative survey of concordance users’ concordancing preferences showed the construct of concordancing to comprise four distinguishable operational parameters: citation format, type of corpus concordanced, citation order and reading style. It then found correlations between these parameters and three of four user groupings: grouping by frequency of concordance use, by linguistic relationship to concordance language, and by field of concordance use. It revealed that different types of concordance user can be characterized by preferences for different types of concordance use, and vice versa. In two further studies, quantitative analysis of concordances showed that manipulation of factors in concordance generation resulted in concordances with significant differences in measures of word frequency and type token ratio. These analyses showed the extent to which the affordances of concordances vary in relation to two key factors in concordance generation: which corpus is concordanced and level of corpus generality.  The findings of these four studies are discussed in relation to the definition of concordancing presented in Chapter 2 of the thesis and the affordances of concordances that have been discussed in the literature. Together the findings indicate that effective learner use of concordances is likely to be dependent on matching the operationalization of concordancing in pedagogical contexts to learner profiles. For this reason, research on learner use of concordances needs to adopt experimental designs that can account for variation in concordancing as a treatment condition. The findings are also discussed in relation to their practical implications for effectively operationalising concordancing in pedagogical practice and the development of pedagogical concordancers and concordance-based language learning materials.</p>


2005 ◽  
Vol 62 (3) ◽  
pp. 693-699 ◽  
Author(s):  
Steven T Kalinowski ◽  
Mark L Taper

Statistical inferences concerning the relative fitness of different types of individuals in a population have not been well developed. We present a method for calculating confidence intervals for maximum likelihood estimates of relative fitness obtained from an experimental design that is common in the fisheries literature. Analysis and simulation show that these confidence limits are reliable. We also show that the bias of the estimates is low for realistic sample sizes.


2005 ◽  
Vol 95 (3) ◽  
pp. 530-545 ◽  
Author(s):  
Charles R Plott ◽  
Kathryn Zeiler

We conduct experiments to explore the possibility that subject misconceptions, as opposed to a particular theory of preferences referred to as the “endowment effect,” account for reported gaps between willingness to pay (“WTP”) and willingness to accept (“WTA”). The literature reveals two important facts. First, there is no consensus regarding the nature or robustness of WTP-WTA gaps. Second, while experimenters are careful to control for subject misconceptions, there is no consensus about the fundamental properties of misconceptions or how to avoid them. Instead, by implementing different types of experimental controls, experimenters have revealed notions of how misconceptions arise. Experimenters have applied these controls separately or in different combinations. Such controls include ensuring subject anonymity, using incentive-compatible elicitation mechanisms, and providing subjects with practice and training on the elicitation mechanism before employing it to measure valuations. The pattern of results reported in the literature suggests that the widely differing reports of WTP-WTA gaps could be due to an incomplete science regarding subject misconceptions. We implement a “revealed theory” methodology to compensate for the lack of a theory of misconceptions. Theories implicit in experimental procedures found in the literature are at the heart of our experimental design. Thus, our approach to addressing subject misconceptions reflects an attempt to control simultaneously for all dimensions of concern over possible subject misconceptions found in the literature. To this end, our procedures modify the Becker-DeGroot-Marschak mechanism used in previous studies to elicit values. In addition, our procedures supplement commonly used procedures by providing extensive training on the elicitation mechanism before subjects provide WTP and WTA responses. Experiments were conducted using both lotteries and mugs, goods frequently used in endowment effect experiments. Using the modified procedures, we observe no gap between WTA and WTP. Therefore, our results call into question the interpretation of observed gaps as evidence of loss aversion or prospect theory. Further evidence is required before convincing interpretations of observed gaps can be advanced.


1965 ◽  
Vol 20 (2) ◽  
pp. 369-384 ◽  
Author(s):  
William K. Earl ◽  
James D. Goff

The purpose of this experiment was to measure the effects of a number of display and input variables on the relative speed and accuracy of input performance when using point-in and type-in data entry methods for entering alphabetical material into automatic data processing machines. The factors tested in the experimental design were: types of arrangement of display material, density of material, different types of input tasks, typing ability, sex, and relative location of the keypunch device to the operator. The major finding of this study was that the point-in data entry method was a more accurate input technique than either the type-in or mixed point-in type-in data entry methods when measured under the effects of the independent variables.


Author(s):  
R. M. da Silva ◽  
A. V. M. de Aguiar ◽  
V. Mendonça ◽  
E. De A. Cardoso ◽  
K. G. V. Garcia

<p>O objetivo deste trabalho foi avaliar a combinação de três formas de realização da enxertia pelo método de garfagem e uso da proteção da enxertia com câmara úmida na a produção de mudas de maracujazeiro. O delineamento experimental adotado foi o de blocos ao acaso em esquema fatorial (3x2), com seis repetições, sendo cada parcela constituída de nove plantas, os fatores formaram as combinações de três formas de realização da enxertia pelo método de garfagem (fenda cheia, fenda lateral e fenda simples) e utilização e não do uso da proteção da enxertia com câmara úmida. Para produção das mudas dos portaenxertos e enxertos foram utilizadas sementes das cultivares FB 100 e redondo amarelo respectivamente. As enxertias foram realizadas aos 70 dias após a semeadura. Aos 21 dias após as enxertias foi avaliada a porcentagem de pegamento e a cada 14 dias após a enxertia avaliou-se a sobrevivência de plantas que permaneceram vivas, aos 56 dias avaliou-se o número de folhas, diâmetro do enxerto e portaenxerto, altura da planta e massa seca da parte aérea. Os tipos de enxertias por fenda cheia e fenda lateral, associadas ao uso da proteção com câmara úmida promoveram os melhores índices de pegamento e sobrevivência das mudas de maracujazeiro amarelo, porém o uso proteção promoveu um decréscimo no crescimento das plantas.</p><p align="center"><strong><em>Seedling production of yellow passionfruit with different types of graft and use of humid chamber</em></strong></p><p><strong>Abstract</strong><strong>: </strong>The objective at this search was to evaluate the combination of three forms of grafting by the grafting method and grafting using protection with damp in the production of passion fruit seedlings camera. The experimental design was randomized blocks in a 3x2 factorial arrangement with six replications, each plot were nine plants, the factors formed the combinations of three embodiments by the grafting method (cleft, crack and lateral simple) and crack use and not use protection grafting with moist chamber. Seedlings rootstocks production and grafts seeds of cultivars were used respectively FB 100 and round yellow respectively. The grafts were performed at 70 days after sowing. At 21 days after grafting was evaluated the percentage of fruit set and every 14 days after grafting, we evaluated the plants survival that remained alive, at 56 days assessed the number of leaves, rootstock and graft diameter, plant height and dry weight of shoots. The types of grafts for full and side slit slit associated with the use of protective moist chamber provided better rates of survival and fixation of passion fruit seedlings, however, the use protection caused a decrease in plant growth.<strong> </strong></p><p><strong> </strong></p>


2017 ◽  
Vol 82 (1) ◽  
Author(s):  
Pharny Chrysler-Fox ◽  
Adèle Thomas

The aim of the study was to investigate whether an intervention to address post-graduate student plagiarism in an Honours programme in Human Resource Management at a South African university had an impact one year later. In a quasi-experimental design, the sample comprised 34 students in a control group and 70 students in two intervention groups. Student essays were examined for different types of plagiarism at two different times and compared by means of Wilcoxon Signed-Rank and Kruskal-Wallis tests. Findings indicate that students who were exposed to both parts of an intervention evidenced less plagiarism in their essays one year later than those who were exposed to only one part of the intervention or no intervention at all. Opsomming Die doel van die studie was om vas te stel of ‘n intervensie om plagiaat van nagraadse studente in ‘n Honneursprogram in Menslike Hulpbronbestuur aan ‘n Suid-Afrikaanse universiteit aan te spreek, ‘n impak een jaar later het. Die steekproef van ‘n kwasi-eksperimentele ontwerp het uit 34 studente in ‘n kontrolegroep en 70 studente in twee intervensiegroepe bestaan. Opstelle van studente op twee verskillende tye geskryf is ondersoek vir verskillende tipes plagiaat wat met Wilcoxon Signed-Rank en Kruskal-Wallis toetse vergelyk was. Bevindinge dui daarop dat studente wat blootgestel is aan beide dele van ‘n intervensie ‘n jaar later minder plagiaat in hulle opstelle getoon as diegene wat blootgestel was aan net een deel van die intervensie of glad nie blootgestel aan die intervensie nie.


Zoosymposia ◽  
2011 ◽  
Vol 6 (1) ◽  
pp. 104-110
Author(s):  
DANIEL JÚNIOR DEANDRADE ◽  
CARLOSA L. DE OLIVEIRA ◽  
FERNANDO C. PATTARO

The objective of this work was to evaluate the effect of acaricide applications and pruning of symptomatic branches in citrus leprosis management in Brazil. It was conducted in an orange plantation of the ‘Pera’ variety, grafted onto the ‘Cleopatra’ tangerine, in two seasons (2006–2007 and 2007–2008). The experimental design was randomized blocks in a factorial scheme consisting of the following factors: (A) acaricide, in three levels: spirodiclofen and cyhexatin applied in rotation, lime sulphur; no acaricides; (B) pruning to remove branches that showed symptoms of leprosis, with two levels: with pruning, without pruning. We carried out periodic assessments of Brevipalpus phoenicis (Geijskes) populations (vector of the leprosis virus), leprosis incidence and severity, fruit yield, and the economic feasibility of the applied strategies. Based on the results, we concluded that spirodiclofen and cyhexatin were more effective than lime sulphur in B. phoenicis control. Control with lime sulphur required more applications than spirodiclofen and cyhexatin in rotation, making it more expensive. Pruning of symptomatic branches used in isolation was not sufficiently effective to control leprosis and significantly increased control costs. Profits were higher when the control involved sprayings of spirodiclofen and cyhexatin in alternation, with or without pruning.


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