Science topic

Self-Assessment - Science topic

Appraisal of one's own personal qualities or traits.
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I want to study the use of the self-assessment approach in the ESL classroom. I am using Pre-test, Post-test and intervention in my study. Are there any more tools that I can use to measure the effectiveness of this approach?
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Thank you so much.
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I consider student self assessment has a vital importance in assessment processes.
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How power dynamics affect the student peer review process
"The increased focus of pedagogic discourse on ‘new paradigms’ of feedback practice is attributed to the theoretical move towards focusing on students’ actions and sense of agency in shared dialogue and socially constructed meaning.
Formative student peer reviews, often used in creative disciplines, can present a significant strategy for enhancing learning through discursive interaction, negotiation and collaboration as students become more actively engaged in feedback processes.
Peer review involves students reviewing each other’s work by giving and receiving peer feedback comments, while offering suggestions for development, and thereby enhancing their opportunities to make academic judgements...
There are five key considerations for educators to facilitate effective practice in peer reviewing activities with dialogic feedback. The following strategies can increase opportunities for the development of critical thinking skills, feedback literacy and active engagement in feedback processes, while enhancing the student experience...
As educators, the responsibility lies with us to positively influence power dynamics. We need to teach students to recognise power as a capability that can be attained by cooperating with others to help distribute power more equitably among all students, while supporting inclusive spaces for peer review practice. We must continue to endeavour to facilitate equal access to peer learning opportunities for students who might otherwise be excluded or marginalised within higher education settings.
Therefore, we need to get a deeper understanding of the power dynamics that students experience in our classrooms, how these imbalances may impact student learning from peer reviews and feedback and how to counteract these dynamics to create more inclusive spaces. By doing so, we will enhance opportunities for peer feedback and cooperative learning experiences centred on student peer review."
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For some years now, we have been working with assignments that require our students to evaluate their answers themselves, i.e. they compare their answer with a sample answer.
We have found that many of the students struggle to do the self-assessment. From this we conclude that they have not learned to do this. They lack skills in metacognition and self-directed learning, in our view.
What skills in metacognition and self-directed learning need students to self-assess their asseignments or tasks?
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Self-assessment itself is not sufficient for students since they lack this skill. Yet students have ideas for learning a skill (e.g. language, math, history). Therefore, it is essential for students to first recognize the characteristics of an effective language learner. Once they have identified the requirements for successful learning, they can evaluate themselves based on their established criteria. This process will enhance their metacognitive awareness and promote a sense of learning responsibility and self-regulation.
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I found some self-assessment models of information literacy in the literature. However, I would like to know if there is any model or tool that assesses knowledge and skills related to information literacy in a practical and objective way. It can be a market tool or software.
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There are several tools and assessments available for measuring information literacy skills in a practical and objective way. Here are a few examples:
  1. SAILS (Standardized Assessment of Information Literacy Skills): SAILS is a widely used assessment tool developed by the Association of College & Research Libraries (ACRL). It measures information literacy skills among college students and is designed to be administered pre- and post-instruction to assess learning outcomes. SAILS provides objective data on students' ability to locate, evaluate, and use information effectively.
  2. iSkills Assessment: The iSkills assessment, developed by the Educational Testing Service (ETS), measures digital literacy and information literacy skills. It assesses students' abilities to find, evaluate, and use digital information effectively in academic and real-world contexts. iSkills provides objective results that can help educators tailor instruction to meet students' needs.
  3. Project Information Literacy (PIL) Assessment Tools: Project Information Literacy (PIL) has developed a suite of assessment tools to measure information literacy skills among college students. These tools include surveys, focus groups, and interviews designed to gather data on students' research habits, strategies, and perceptions of information literacy.
  4. Rubrics for Information Literacy Skills: While not a specific tool or software, rubrics can be used to assess information literacy skills in a practical and objective way. Educators can develop rubrics that outline specific criteria and performance levels for tasks such as conducting research, evaluating sources, and citing information. Rubrics provide a structured framework for assessment and can help ensure consistency and objectivity in evaluating students' information literacy skills.
Hence, before selecting a tool or assessment method, it's important to consider your specific assessment goals, target audience, and available resources. Additionally, you may want to explore whether any existing tools align closely with your needs or if customization is required.
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How valuable are privilege self-assessments to diversity, equity, and inclusion? Why? How?
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Much like self criticism practiced by the Communist party. https://en.wikipedia.org/wiki/Criticism_and_self-criticism_(Marxism%E2%80%93Leninism)
This served to enforce the DEI ideology on the entire organization - esp. those non-acceptors unwilling to voice their positions..
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ResearchGate is an invaluable unique never-ending Global Medical Conference, wherein a constant meeting and clashing of scientific and philosophic minds, canonical beliefs, myths, assumptions, concepts, advances, proposals, and true meaning of data and serendipity in a truly stimulatory environment has become possible on innumerable fronts.
The provision of publishing of pre-prints with DOI is nothing but historic, giving whistleblowers the invaluable chance to correct the course of many-a-Titanic-like doomed scientific thrusts.
ResearchGate bridges the yawing gaps in thinking between the Institutions and the far-more independent individuals who do not have to justify research grants or seek patents or tenure or nebulous and shady/shadowy/unsavory associations with the overpowering device- and drug-manufacturing medical Industry, and encourages critical thinking with a stimulatory comment section.
Knowledge for sake of knowledge itself has evaporated from current medical scientific perspective. Now knowledge is a jostling competition for columns in journals, with well-established periodicals clearly favouring Institutional contributions and contributors. History suggest a near universal/global rule that innovation comes from the most unexpected direction, against stiff resistance from the leading authorities in the field (Horrobin, Lancet, 1996:348:1293-1295).
What additional avenues can ResearchGate provide to accelerate the pace of human scientific thinking and expose hope, hype and hokum in the garb of science?
The philosophy of science / scientific thinking / scientific notion precedes every data gathering-expedition. A hyper-focus on the philosophy of science and on fence-sitters of science who never respond to comments of their own data banks can accelerate forward momentum.
A separate section on SYNTHESES could be created to emphasize their invaluable contribution to human sciences.
ResearchGate has much to contribute to science, its potential is vast, and its future is a glowing beacon setting it apart from traditional periodicals and journals that are becoming more and more mercenary, that seek to keep egg-off-the faces of privileged authors and so-called leaders-in-science, remain steeped in tradition, and seek the future in the past.
Much of OPEN ACCESS published articles wield the ugly power of finance from sources with vested interests and deep pockets that will ultimately raise the question even with RCCTs sitting at the apex of the evidentiary pyramid: whose evidence is it, anyway?
Eventually, ResearchGate will invite its readers to give away in quasi-ceremony from their own research dens -- the Fortresses of Solitude -- the Whistle-Blower of the Year Award, even if it just a mention on paper/website. Progress is an amazing output of the rare creative mind willing to share and daring to bare. The rest is chaff.
The apocalypse of scientific drivel envelops (almost) all of us. Technology and statistics has kidnapped our ability to think critically and constructively and positively, to see the wood for the trees, to see the pattern where none existed previously, and to create the logical matrix out of nothingness. Everything in the vastness of all the galaxies has been created out of the Supreme Nothingness.
I leave you all with lines of sheer magic. Magic that has unfolded the Universe of Migraine and its manifold medical associations to me, the instrument only, and that I have not hesitated to share. Despite being accused of a messianic zeal, I will complete the part of the work assigned to me by Nature.
" Every research question has a different approach. True progress in science requires the ability to grapple with the immeasurable, the daring to view phenomenology differently, to give birth to and maintain a disquieting but penetrating dys-synchrony, to confront and not be overawed by history or consensus, to sustain searing self-criticism, and to carry curiosity and imagination to a defensible and generalizable conclusion." (Gupta, Functional Neurology, 2019)
Where you start invariably determines where you will end.
I have taken 8 decades to reach here.
Take this jump start to your advantage -- begin here.
Let ResearchGate bask in your glory reflected from the one and only GLORY.
13 SEP 2023
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Here are some discussions about ResearchGate in general:
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Teacher identify has been in the past associated with a kind of owe inspiring yet of an unsophisticated kind, one of devoted and monk-type personalities, dogma servants who need not any of the type of social charisma or mastering of deeper social or advanced pedagogical conceptions.
The new age has given this identify opposite to this idea traits. Such terms such as self-assessment, learning communities, digital technologies, hybrid learning and teaching, inclusion, self-management of the school unit, tele-education, distance education do not simply enrich the educational vocabulary but shape a new environments and teacher identify.
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The new age of education has brought about significant changes in the identity and role of teachers. Previously, the perception of teachers was often associated with devoted and monk-like personalities who followed established dogma without requiring advanced pedagogical knowledge or social charisma. However, the landscape of education has shifted, and these traditional notions of teacher identity have evolved.
Embracing new concepts and technologies:
Teachers in the modern era are expected to engage with concepts such as self-assessment, learning communities, digital technologies, hybrid learning and teaching, inclusion, self-management of the school unit, tele-education, and distance education. These terms not only enrich the educational vocabulary but also shape a new educational environment and redefine the identity of teachers.
Adopting a learner-centered approach:
With the emergence of self-assessment and learning communities, the focus has shifted towards learner-centered approaches. Teachers now play a role in facilitating student reflection and self-assessment, empowering students to take ownership of their learning process, and fostering collaborative learning environments.
Integrating digital technologies:
The prevalence of digital technologies has transformed the way teaching and learning take place. Teachers are now expected to incorporate digital tools and resources into their instruction, providing students with blended learning experiences that combine traditional classroom teaching with online learning tools . This integration of technology requires teachers to have a certain level of technological proficiency and adaptability.
Facilitating inclusive education:
Inclusion has become a key aspect of modern education, and teachers are tasked with creating inclusive learning environments where all students, regardless of their abilities or backgrounds, can thrive. This requires teachers to have a deep understanding of diverse learning needs, implement differentiated instruction, and provide appropriate support for every student.
Navigating new educational models:
The advent of hybrid learning and tele-education has introduced new models for teaching and learning. Teachers now have the opportunity to navigate these flexible approaches, conducting classes that incorporate both in-person and online components, or even delivering education remotely through tele-education. This necessitates a willingness to adapt and innovate within these evolving educational contexts.
The new age of education has redefined teacher identity. Teachers are expected to be knowledgeable, adaptable, technologically proficient, and skilled in fostering inclusive learning environments. The expanding educational vocabulary and changing educational models have transformed the way teachers approach their roles, embracing new opportunities for effective teaching and learning.
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Teachers with students ranging from 45 in an average classroom setting up to the level of 300 learners as a whole are in need of techniques to be assessed properly in terms of measuring their intellectual capacity. Though paper and pencil examinations have been used, the researchers seek to know what is more efficient to use in evaluating the learners Working o the efficiency of assessing, the self-assessment tool is one of the subject solutions.
What else could we do in developing a self-assessment tool?
Thank you for your answers in advance.
Sincerely
Rossel Navarro
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wow , let me take a look on that .
Sincere thanks Zhi Yang
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A new version of a self-assessment scale to measure the security level of a company has been developed, and I would want to test its reliability and validity (compared to the older instrument).
The instrument consists of attributes to be rated on a 4-point scale. Each attribute is grouped into higher levels (which remain the same in old and new versions of the instrument). Data collected: A single rater survey response to both versions (old and new) of the instrument concurrently, thus measuring the same security level.
I would like to know if it's possible (or valid) to deduce that the new instrument is comparable to the old instrument based on these responses. I think I should perform concurrent criterion validity tests (where the old instrument version is the gold standard), which leads me to spearman's correlation, but still, I am quite at a loss on which statistical method is best for this type of analysis.
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Certainly the analysis of the correlation is fundamental, regardless of the type of indicators chosen.
Possible tests come later.
However, in the University of Tartu there will be someone who deals with the subject, I imagine.
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Let me start from the beginning. In my questionnaire I’ve asked each participant about a grade which they think they would obtain in examined area (self-assessment). Then they gave responses to the questions about studied topic. In the analysis I have changed obtained by the students points into % value and then categorized them with exactly same 4 grades which they can chose in self-assessment question. Now I have 2 different grades for each participant: one from self-assessment, and second from calculated points (both do not have a normal distribution). Can I use Wilcoxon signed-rank test to find out is there a statistical significance between students’ knowledge self-assessment and real grades which they obtained based on test questionnaire results or should I use another test? Thanks in advance.
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Oskar Sierka If the differences between pairs of data are not normally distributed, the Wilcoxon signed-rank test should be employed. The Wilcoxon test compares two matched groups and has two variants: the rank-sum test and the signed-rank test. The test's purpose is to assess if two or more sets of pairings differ from one another in a statistically meaningful way.
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I am going to ask if someone here used the Self Assessment Leadership Instrument (SALI) method. I just want to ask where did you ask for permission to use the said instrument? This tool may help our research also, and where did you find the list of the questions? This will be a huge help for us to step forward on our research. Thank you.
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Dear Research Community,
I am asking for your participation and especially for your feedback on our Self-Assessment for Digital Transformation Leaders: https://t1p.de/mwod
The goal is to provide leaders a mirror to reflect on themselves and the skills as well as personal attributes required for digital transformation. In the end, participants receive an integrated presentation of their results (see appendix).
  1. Are all questions understandable?
  2. Which questions lack precision?
  3. In your opinion (as a digital leader), are essential aspects still missing? If so, which ones?
I am looking forward to any kind of suggestions.
Best regards
Alexander Kwiatkowski
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Depends upon the structure and culture of the organisations
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It is self-assessing questionnaire with 21 items..
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It is better if you directly request access from the original author. Full text of the manuscript you are seeking is available for download on researchgate ( ).
Here is the list of items you are looking for:
1. I often neglect my personal needs because of the demands of my work.
2. My personal life suffers because of my work.
3. I have to miss out on important personal activities because of my work.
4. I come home from work too tired to do things I would like to do.
5. My job makes it difficult to maintain the kind of personal life I would like.
6. My personal life drains me of the energy I need to do my job.
7. My work suffers because of everything going on in my personal life.
8. I am too tired to be effective at work because of things I have going on in my personal life.
9. When I am at work, I worry about things I need to do outside of work.
10. I have difficulty getting my work done because I am preoccupied with personal matters.
11. My job gives me energy to pursue activities outside of work that are important to me.
12. Because of my job, I am in a better mood at home.
13. I am in a better mood at work because of everything I have going for me in my personal life.
14. My personal life gives me the energy to do my job.
15. I struggle with trying to juggle both my work and nonwork responsibilities.
16. I feel overwhelmed when I try to balance my work and personal life.
17. I have difficulty scheduling vacation time because of my workload.
18. I am unable to relax at home because I am preoccupied with my work.
19. I am happy with the time I spend doing activities not related to work.
20. I often have to make difficult choices between my work and my personal life.
21. I am able to accomplish what I would like in both my personal and work lives.
22. I feel that I allocate appropriate amounts of time to both work and nonwork activities.
23. I make personal sacrifices to get work done.
24. I have to put aspects of my personal life “on hold” because of my work.
All the best.
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Hello,
I'm looking for help on the use of cross-sectional self-assessed behaviour change whereby respondents are asked to assess the frequency of a behaviour (e.g., physical activity) in the previous month and in the past (e.g., same month but one year before) for comparison.
I believe this methods is more susceptible to memory errors and distortion than longitudinal data, and I'm looking for a couple of good refs where this issue is addressed.
Any advice? Thanks in advance.
Giovanni
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Thank you, Stefano! I'm well, thank you. I hope you are doing fine as well.
Thanks for your suggestion, I will look into it, even though my issues was much smaller :)
Thank you though!
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I am a academic member of nursing, I am working on self assessment of clinical skills/competence in nurses taking care for patients with COVID-19.I need special tool.
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Nurses must be observed from time to time to see the extent of commitment to implementing the guidelines. Also, role modes of practice for identifying knowledge development.
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Expert assessment method. How to determine the minimum number of experts before the survey? How to determine the quality of an expert in a given field without resorting to self-assessment?
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You are welcome! Let me know if you need any help!
Regards,
Al
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Hi RG
Hope you guys can help!
I am (hypothetically in a paper) redoing the experiment by Fischer et al from 2015) slightly varied to test whether fluency of processing information affects self-assessed feelings of knowledge. That is, e.g. if something is easier to read (more fluently/easily processed), does that affect your cognitive self esteem (as measured e.g. by how able the participants feels in regard to answering a question).
Have questions in terms of modelling the Likert Scale or whether I could restructure the experiment to avoid those issues.
The experiment will be something like this (again, heavily inspired by Fischer et al, 2015, but put here for context):
Induction phase: Participants get questions like "Why do we laugh?" that they need to Google, and fluency (readibility, essentially) of the webpage will be manipulated to be 1-4 levels of increasingly hard to read. I have yet to figure out whether it would be better to split participants up in a between-subject design in 4 groups or to have within-subjects and repeated measures. (Maybe you have thoughts). The increasingly hard levels would probably be done by changing the fonts/colors to become increasingly hard to read with a chrome extension. After reading a question and Googling it, participants have to provide the URL of the "most helpful website" and rate their ability to explain the answer to the question from 1 (very poorly) to 7 (very well) - the Likert Scale.
Self-assessment phase: After the induction, participants will go into the second phase. Here, they will rate their ability to answer questions about knowledge in six domains unrelated to the questions posed in the induction phase. Could be weather, science, history etc., could be "How do tornadoes form?" - and to this question, a participant would then be asked "How well could you answer detailed questions about [topic] similar to these?" on a 1-7 scale. (note that they aren't supposed to answer the question, only rate their ability to do so)
The hypothesis is that experienced ease of processing - so that when it is very easy to read - will lead to higher ratings of self-assessed knowledge for other things, and less ease of processing may lead to lower ratings of self-assessed knowledge.
Now, my questions; and I apologize in advance for not having modelled using categorical variables as outcome with more levels than two -
1. When I have to model these things and have the Likert Scale as my outcome variable, I see I can use ordered logistic regression for this. But I have also seen the debate on using the Likert Scale as a continuous outcome instead, disregarding that it is bounded in the ends.
Can I model it with the ordered logistic regression and have a categorical predictor like fluency (with four levels)? Am I setting myself up here in terms of experimental design to fulfil the assumptions of the ordered logistic reg. modelling?
2. Have seen people that use ratio variables as outcomes, but I do not see how that is not the same issue as above in the modelling.
Would it be better to have a scale from 0-100 where people have to put a bar for the rating and then that would make a ratio variable, or is it still the same issue as above? Could I have ratio as an outcome?
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Items that are loaded with affect (emotions) such as satisfaction tends to be highly subjectivea s you might want to compare error rates and and power when analysing the Likert scale. As you are attempting to quantify perceived efficacy and the numbered measures are ordinal ,this might have some statistical violation issues.You may want to use visual analog scales (VAS) instead. VAS measures a characteristic/ attitude across a continuum of values which cannot easily be directly measured, which can give you better and accurate results.Caution should be exercised with regards to statistical power and type 1/2 errors.Good luck.
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Hi there,
I have to estimate the causal effect of part-time work compared to full-time work on health. I have an unbalanced panel data set with t=2008-2017, except for year 2009.
The main issue I have is how I should deal with reverse causality. Every article I read explaining this uses an IV with FE. However, I believe I don't have a good IV in my data set. Is there another way to deal with this? I'm coming across lagged variables, but I have no idea how I should implement that and if that would deal with reverse causality. Could you maybe help me?
Thank you in advance.
Variables in my dataset (in case someone has a good idea for an IV)
  • person id number
  • age
  • number of kids
  • civil status (i.e. married, divorced, etc.)
  • home owner or rental
  • urbanity of place of residence (closer to city/rural area)
  • education level
  • self-assessed health
  • disability (suffer from long-standing disease, affliction or handicap, consequences of acccident yes or no)
  • hinder (to what extent health hinder individual's work)
  • gender
  • survey year
  • employed (paid employment)
  • job hours (weekly hours paid employment)
  • part time (1 = 32 hours or less, 0 = 33 hours or more, 0 hours is missing value)
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Thank your for the article! I'm reading it right now, hopefully it can help with my question, and otherwise it made me wiser in general (:
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I'm PhD psychology student and we are working on the translation of a specific communication scale (dedicated to health professionals). To complete the translation work, we are looking for another communication scale, existing in french.
Do you know any self-assessment communication scale validated in french ?
Thank you in advance,
Best regards,
Julie
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Bonjour Julie,
j'ai utilisé deux échelles de mesure de la communication dans mes travaux sur la confiance. Une comme antécédent et l'autre (com confidentielle) comme conséquence.
Akrout, H., & Diallo, M. F. (2017). Fundamental transformations of trust and its drivers: A multi-stage approach of business-to-business relationships. Industrial Marketing Management, 66, 159-171.
Hop it helps !
Best wishes,
Houcine
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I am looking for empirical studies that examine the use of non-traditional grading in higher education. This means NOT using A-F grades during a course (even if, at the conclusion of the course, the university requires the instructor to assign a grade using the traditional A-F scale). This could include any of the following: narrative grading (grading with the use of written narratives), portfolio assessment, self-assessment, student-teacher collaborative assessment, formative assessment, etc.
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Dear Sir/Mdm/Dr/Prof,
I am a PhD candidate pursuing in Game-Based Learning. I have developed a game with a pedagogical Avatar with different realism level. My research aim would be to test whether students emotions will be a significant mediator in students motivation in learning. Therefore chose SAM as my instrument. It will be helpful if I can get a manual on using SAM so that can achieve accurately the intended result. Is there any manual in using the SAM instrument(self assessment manikin)?
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Please go to this useful link:
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Looking for a survey that assesses' health professional students' metacognitive skills and inclinations. I would like to see if a curricular design where students do self-assessments extrinsic to a course grade improves their metacognitive abilities. Any insight sand thoughts on this topic are much appreciated.
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Use Metacognitive Awareness Inventory(MAI).
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In a clinical care setting of direct patient care effectiveness of interprofessional education (IPE) could be easily measured in 3 perspectives;
1. Self-assessment by IPE students (form attached)
2. Observer-assessment by supervisors of IPE students (form attached)
3. Audience-assessment by those who attend an IPE students' Case Presentation (form attached)
Suggest if the attached forms are satisfactory. For more information, approach the reference mentioned in these forms.
Best wishes with measuring the effectiveness of interprofessional education.
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Every faculty/researcher is asked by the concerned institution/organization to submit a self-appraisal report of a given year. We are now almost at the end of 2019. So I am satisfied with my ‘progress in research’ for the year 2019? If yes, reason(s); if no, reason(s).
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Yes I am partially but not completely satisfied. Many clinical, academic, and administrative duties have limited the time I would like to spend doing research.
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We are a research group of people working in multimodal digital literacies. After a three-year project (please see http://www.eumade4ll.eu/ ), we produced the "Common Framework of Reference for Intercultural Digital Literacies" by analysing digital materials produced by students in the project (i.e. 'about us' webpages, blogs, fanvid/mash-up videos, promotional videos, video interactions) and designing tools for assessment and self-assessment.
We are very much interested in receiving feedback on our work.
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Thank you Maria. I will look into it during the weekend.
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Hi...
Is there any short servant leadership self-assessment?
I want to use a web-based questionnaire. I affraid, if I apply Page & Wong (62 items), my respondent get tired responding my questionnaire on their smartphone and respon carelessly.
Thank you.
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Anita Singh Thank you.. But the link direct me to this address http://www.iinet.com/index.php
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I like the SLA but it appears to require two subordinates' input. Where can I find a valid self-assessment instrument?
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Here is someone else using a self-assessment instrument that might be helpful to you - https://www.surveymonkey.com/r/servantslead
And here's a useful chapter on the topic - http://www.irma-international.org/viewtitle/20257/
Bill
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By self-assessed I mean when the participants time the time it takes them to complete the test themselves?
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Hi William,
I personally have not done a check on participant accuracy or reliability of walking speed or sit/stand tasks. However, some of my students and I encountered a lot of literature on accuracy of self-report of weight and height and noted that: (a) while self-reported weight is usually biased, it tends to correlate well (.90) with actual weight. By sex, women are more likely to bias weight reports downward, while men are more likely to bias weight reports upward.
Good luck with your work!
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Hey
I am investigating the impact of Metacognitive Interventions on Metacognitive awareness, self efficacy and academic achievement of higher secondary school students
For this purpose, I need to develop Lesson Plans based on Metacognitive Interventions for 'Education' subject at Intermediate level.
So how can I develop the lesson plan..
Can I compile different Metacognitive Interventions viz. (Self assessment, wrappers, brainstorming and concept mapping as Metacognitive Interventions) with Herbartian Approach of lesson plan or 5E model etc
Or
I have to develop separate lesson plan by taking Metacognitive Interventions ?
How can I develop Lesson plans to be taught to the experimental groups for Experimentation?
Suggest me
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Thank you very much Prof. Azer for your kind concern to my query.
I will search more and more literatures
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We developed a managerial skills self-assessment questionnaire and now want to assess the managerial skills related to managerial identity rather than merely subjective scores of MSSQ.
We have not checked yet validity and factorial structure. Are there any exceptions? For instance, in this particular case.
Managerial skills self-assessment questionnaire (MSSQ)
We used the self-assessment questionnaire in order to evaluate the managerial skills of managerial identity rather than a construct. This questionnaire is based on a manager’s important professional skills (Bazarova, 2001):
1. Analyze and structure information
2. Quickly find solutions
3. Use non-standard solution
4. Be result-oriented
5. Plan and predict your actions
6. Organize and distribute the work of subordinates
7. Purposefully influence the opinions and behavior of other people
8. Use different styles of communication in different situations
9. Achieve results in the negotiations
10. Quickly make constructive decisions
11. Be consistent towards the goals
12. Improve and develop skills
The managerial skills were grouped into 4 units:
1. Thought processes unit: 1 – systematic thinking, 2 – the flexibility of thinking, 3 – non-standard thinking.
2. Organization unit: 4 – result orientation, 5 – an ability to plan, 6 – group management.
3. Communication unit: 7 – efficiency of interaction with people, 8 – flexibility in communication, 9 – an ability to negotiate.
4. Personality unit: 10 – independence in decision making, 11 – motivation to achieve, 12 – a willingness to change.
The MSSQ asks respondents to indicate how characteristic a statement is of them on a 10-point Likert scale ranging from minimum (1) to maximum (10) in the present, past, future, and ideal state. There are 48 items in total.
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Hello Alexander,
Yes, it is preferable to present evidence for score reliability and validity (for the intended use of scores) for any new measure. Doing so helps justify the use of your measure(s) in your own study, as well as to guide other researchers who might wish to use or adapt your measure(s).
In this case of your study, who's to know whether the rational groupings you discuss at the end of your question will correspond to empirically derived groupings of the items?
Good luck with your work.
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Does anyone know of an instrument for assessing faculty self-assessment of their teaching effectiveness?
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As others have already articulated, there are many methods already out there:
British Columbia Institute of Technology has produced this:
The Univeristy of Hong Kong provides this:
Which may also help.
I suppose it is also a question of what you are seeking to evaluate? (Engagement, Effectiveness, Pace etc...) as each are likely to be assessed and evaluated differently
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Does anyone know of a self assessed cultural competence tool that can work for community health workers?
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Thanks Philip! This is so helpful. All the tools in the same spot!
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Subjects aged 12 and older will run through 4 different learning activities in small groups en will be assessed individually for well-being and involvement on the activity.
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Hello, most insights concerning the relationship between noncognitive qualities and educational or work-related outcomes stem from research conducted with questionnaires. Self-assessments usually ask individuals to describe themselves by answering a series of standardized questions. The answer format is usually a Likert-type rating scale (for example, in a range from Strongly Disagree to Strongly Agree) but other formats may also be used (such as Yes-No or open answer). Typically, questions assessing the same construct are aggregated and this aggregated score serves as an indicator of the relevant area of science.
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I am writing about death-competence in Palliative Care nurses and I am searching for a practical tool to assess the current level of death-competence. I would appreciate any recommendations, thank you.
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My colleagues and I in Australia are developing a Death Literacy Index based on the public health palliative care approach.
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What is the importance of self-assessment of the teacher?
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Does anyone have any knowledge or experience of a self-assessment tool or framework for measuring digital competence? The tools I have seen which look at digital literacy often focus on how to use tools whereas I am more interested in finding out about critical thinking of users, i.e. not how to post a comment but rather should they post a comment?
Any ideas?
Many thanks in advance!
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Hi,
I am trying to investigate if there is a difference between how students assess themselves in a learning activity versus how they are assessed by their peers. The context is a maritime simulator exercise where 2 students will be required to jointly navigate a ship in a simulator. At the end of exercise, i intend to administer two questionnaires to each student, in an effort to measure students performance as rated by themselves and by the other member in dyad. I want to know if there are any standard questionnaires designed to measure the same. I intend to adapt them for my research context. Any advise regarding this or suggestions will be heartily appreciated.
Amit
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There is a shift towards technology-enhanced assessment that allows student self-assessment to catch errors quickly and correct these before hand to improve final performance. The following manuscript sheds more light on the latter:
Best regards,
Debra
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I am a graduate school student and I am hoping to use Fisher’s Work/Life Balance Self-Assessment Scale in my research because Fisher's defintion of WLB matches my closely and it is a reliable measure. My question is where do I find it? I have tried emailing Gwenith Fisher (the creator) but haven't gotten a response and have tried reaching out to Jeremy Hayman who did an assessment of the tool but cannot find an active email for him. I have also emailed their old universities but they don't have current emails for them either.
If anyone knows these two folks or has suggestions for me please let me know.
Much appreciated.
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I do believe that u are searching something like this:
- DOI: 10.1891/1061-3749.24.1.5
Hope to have helped
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I need a little help in looking for experts in Early Childhood Education who can validate my questionnaire. Thanks! 🙏
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It depends on characteristics and objective of the research. Please review the synopsis with effective appropriate statics tool, so the result can explain the findings of objective.
The questionnaire must be ask in such a way, so participant can response easily. further must easy in crux the data from questionnaire. I hope that you have been read various book on this and my opinions are following:
1. Read the questionnaire frequently as much as you and colleagues can do and ask opinion too.
2. Ask and meet with expert and follow their suggestion.
3. before final touch of questionnaires, Do and conclude with pilot study.
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I am working on a project examining teacher's role in supporting student SRL. This clearly can include many things such as implementing interventions, utilizing teaching practices to foster or teach SRL skills (e.g., provide effective feedback, engage students in self-assessment), designing effective assignments (e.g., open-ended, long term projects), and creating supportive learning environments. I have read some really great review papers and many manuscripts, but my database searches seem to miss the mark (likely due to terminology) and I feel as though I am missing something. I am early in this project and if you know of any resources you think that I might want to read or include as I work on this project, I welcome your suggestions. Thanks a lot!
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Thanks for the recommendation. I will look into it
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The study seeks to examine if the lesson plan in the treatment group is a more efficacious way of teaching the Toulmin model of argumentation (DV1; measured via a quiz on knowledge and application of the Toulmin model) compared to the control. Additionally, we wanted to measure students' need for cognition (DV2; though we don't expect this to change from pre to post), self-assessment of critical thinking (DV3), and argumentativeness (DV4).
The research design is as follows:
Both the treatment and control groups took a pretest with measures of the aforementioned DVs. The control group was then taught the standard Toulmin lesson plan; while the experimental group was taught a different lesson specifically designed for the study. The pre- and posttests were paired, with the same participants completing both tests in each group.
I know I can Select Cases for the control, for example, then do a paired samples t-test to see if there was a statistically significant difference between the pre and post test. However, I'm not sure to compare the control and experimental groups to see if there was a statistically significant difference between the pre- and posttest across the two groups.
Thank you and please let me know if you need any more information.
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Dear Nate,
I think if your sample size is small and you have choose the paradigm of pre and post where the sample is same, then you have to go with paired t-test because this is more suitable and authentic test for analysis and apart from this you may be multivariate analysis.
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Literature indicated many benefits for using ePortfolios, but when both teachers and students implemented it, several challenges emerged. For example, students’ understanding of technology may affect the ePortfolio process negatively. Furthemore, students perceive technology has an effect on the implementation of ePortfolios because some students’ familiarity with technology may lead to decisions about what is useful or not for them. Such decisions may affect and lower the efficiency and effectiveness of ePortfolios. Other challenges include the lack of self-assessment, reflection, technology, and metacognitive skills in student’s educational background. They may decrease the effectiveness of ePortfolios and bring about being overwhelmed by the course management system, the portal, and the process to create a meaningful ePortfolio
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Dear Michael:
The e-portfolio can be a challenge if there are no set clear guidelines and rubrics for students to follow. Here's a dissertation study that would give more in-depth insights into the answer to your question:
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hi fellas, good afternoon
Can someone explain to me the effective way to check construct validity for self assessment instrument?
thank you
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Hi Muhammad,
I've looked over what others have provided and hopefully add to what you now have. 
In the broadest sense you can approach self-report scale development and validation from two approaches; exploratory or confirmatory.
If the scale you are developing is based on well established/grounded theory then you're best to go with a confirmatory study using a Structural Equation Modelling approach such as Confirmatory Factor Analysis (CFA). Basically you create your scale items in reference to the theoretical construct you wish to measure. You would want to have your scale looked over by a panel of "experts" to check for face/content validity, maybe run a pilot study, and then deploy your scale. You can analyse the data using AMOS or SAS. AMOS has a nice visual GUI interface, but SAS handles coding better (that's my opinion). In CFA you set your model (theory) up in advanced ( a priori) and try and "fit" the data to your predefined model. Your data either fits or it doesn't, although there is some room for debate on that, but not much. So the stakes are high if you come up with nothing. If your data fits you have establish evidence that your theoretical construct has quantifiable psychometric properties. You are also providing evidence for the grounded theory. This is interesting work if you are passionate about scale design, and Structural Equation Modelling.
If you are not starting from grounded theory, you should approach your scale design using Exploratory Factor Analysis. Which is a lot easier than CFA, but you are not likely to establish any evidence for construct validity. If you find something worthwhile in your EFA study, then you would run multiple studies (at least one) to formulate your grounded theory, and the run a CFA. 
Just a word of caution on before you start planning, you CAN'T run both CFA and EFA in the same study. To do so is not rigorous scholarship and unethical in my opinion.
On my profile you can find the references to some of the scales I have worked on. Have a look at Sun's  Educational Stress Scale for Adolescents. There are several articles that describe the scale development from start to multinational/multilingual normative studies. It is a good example of EFA and CFA for scale development on the same scale in different studies, and starting from a less grounded theoretical, construct.
You can also look at my Attitudes Towards Acculturative Behaviour Scale for an example of scale development from grounded theory using CFA. I have provided a link to a dissertation with this scale that you could use a guide or example of what's involved and with plenty of detail. 
I hope this helps, and please read what my colleagues above have provided, as it will give you the best insight into what is involved and how committed you will need to be. My golden rule is that if there is already a scale to measure what you want to, use that first! There's no need to reinvent the wheel.
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Dears,
Self-assessment and / or peer-assessment as an alternative model assessment have been widely applied in the world of education, but I have yet to find an expert who became the originator of the idea first. Can anyone help me? and would be happy if there is a reference.
Thank you very much.
Regards Asmuni
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Assessment Matters: Self-Assessment and Peer Assessment!
"The higher education literature testifies to an extensive interest in self and peer assessment. The interest in self and peer assessment is partly driven by changing conceptions of teaching and learning which emphasize the active engagement of students in their own learning, learner responsibility, metacognitive skills and a dialogical, collaborative model of teaching and learning. Assessment processes in which the teacher holds all the power and makes all the choices limit the potential for learner development in all of these aspects..."
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Dear researchers, I need advice and sources of literature on self and peer assessment as an alternative assessment.
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The foundation of self assessment is inherent in eduction: eventually we want a learner to do without help, to be autonomous in a certain area. To have learned something consciously (i.e. not by covert indoctrination or sheer habit) is equal to having mastered and understood the required criteria. Learners needs self evaluation to be able to decide when they are ready. 
The foundation for peer assessment is inherent in learning to co-operate: a group needs mutual feed back to optimize working together. Peer assessment is a means for learning how to address feed back in a friendly and effective way. 
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I am working on data analysis these days and stuck on analysis when I have to compare and analyse two kinds of responses. Responses are of similar nature. First, I have gathered the data on the self assessment, which is a questionnaire based on behaviors shown by the students (25 behaviors), the students fill the questionnaire themselves and rate themselves on a scale of 1 - 5 (SD-SA).This is done in order to get the response of what they think about themselves.
The students, who have filled the self assessment questionnaire, they will then undergo a timed exercise. The observers will be observing the on the same 25 behaviors in the timed exercise. The observers will observe and mark the number of occurrence of each behaviors for each student. The scoring is done in such a way that assessors observe the student for showing the positive and negative traits against each behavior, thus the score can be negative or positive both, respectively. The score can be maximum of 4 and negative scoring can be till negative 4. This is not a scale, will just give me values in numbers i.e. 4 time the students was attentive to others.
Now, for the purpose of comparison I want to analyse both the scores, as results will then represent the gap seen in the behaviors. I want to do analysis of Student self assessment against the assessor scoring to measure the gap and analyse the over or under estimation of behaviors.
Should I make the assessor score into a scale too? Where -4 to -1 is disagree, -1 to 1 is neutral and 1 to 4 is Agree? I cant seem to make it a scale of 1-5 to have a uniform score. I need help on this. I want to know how can I compare both the scales and analyse. I have asked the same question on Econ beta, wanted to have response as quick as possible. Here is the link.
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Dear Amna,
You obviously want to analyse the relationship between the scores on the two questionnaires. I would suggest adding 1 to your negative observed behaviour scores and subtracting 1 from your observed positive behaviour scores to create a single scale from -3 to +3 with 0 as neutral.
You could look at the relationship between the scores for the individual behaviours but there are a lot of them. This means you run the risk of making Type I errors and the data itself is rather coarse, so even if you treat the data as ordinal (which it is) a nonparametric correlation (e.g. Spearman) is still not advisable because there are too few values, leading you into the Chi-square test which would not explain the relationships adequately.
An alternative would be a dimension reduction approach such as exploratory factor analysis. This would reduce the number of variables and also allow you to treat the derived variables as scale rather than ordinal. You could then investigate the scatter plots and run an appropriate correlation with each pair of results. Has your questionnaire already been validated?
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Rector TS, Kubo SH, Cohn JN. Patients' self-assessment of their congestive heart failure. Part 2: Content, reliability and validity of a new measure, the Minnesota Living with Heart Failure questionnaire. Heart Failure. 1987;Oct/Nov:198-209.
I've been searching on the internet but still couldn't found it.
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Sorry am unable to get it as well
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Good evening everyone,
  I am searching for a Collaborative Leadership Assessment Tool for the third chapter of my dissertation.  Furthermore, my study will be based on the collaborative leadership practices in an online video-gaming environment.  Although I am aware of instruments such as Collaborative Leadership
Self-Assessment Questionnaires from Turning-Point and the COLLABORATIVE LEADERSHIP SELF-ASSESSMENT from Partnership Continuum, I was not sure if they would be appropriate to give my subjects since they will be in an online environment and these assessments seem to be geared towards face-to-face organizational assessments.  
Any thoughts or suggestions?
Thanks,
Adam
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Adam, my team's assessments are all Rasch-based, and Computer-Adaptive, so they will allow you to determine how short and precise you wish them to be.  For Collaborative leadership, we have a scale for Teamwork based on my own dissertation and the much more recent work from Eduardo Salas.
Our assessments are mobile-centric (Android, iOS) for self-assessments, and for multisource (360), use the web.  Feel free to reach out if you'd like to explain how you're conceptualizing collaborative leadership, antecedents, and the science that underlies our approach.
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I am working on my Master Thesis, in Self-assessment in Higher Education. I'm focusing my second chapter in the Spanish and Italian reality. How is Self-assessment in Italian and Spanish Higher Education?
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Juha Kettunan, thank you very much. I think this paper is really useful for my research.
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Is there any valid scale to measure business excellence based on EFQM model other than the self assessment questionnaire? (preferably likert scale)
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Thank you Helena for sharing information about CAF model, the 2013 version does not contain self assessment questionnaire.
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What different methods do Universities use to help students articulate and evidence individual achievement of attributes?  Looking for methods that provide individual output evidence, not input statements that are generic please.
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@ Ani : As an afterthought I have to say, that the 20 criteria/questions on the questionnaire are still very coarse: they only point to aspects or locations in a report which are relevant, important and frequently misunderstood. They don't tell the student yet, what precisely wen't wrong in his or her case (if anything went wrong indeed).
Thus I used the actual results of the first group of about 15 students to collect a much longer list of about 80 very specific violations of the technical writing guidelines and recommendations. That's indeed a long list!
I gave this list to the other two groups of the same size. And see: suddenly the results were much better, even after adjusting (i.e., lowering) my assessment tolerance, because these groups had a definite advantage over the first group, which acted as the source of  this longer list.
What does that tell us? It reconfirms a well-known truth about guidelines: they are less useful during application as many people think or hope, because (most) guidelines only tell the newcomer in a general way what to do; they don't usually list all the ways, in which application of a specific guideline can go wrong, for whatever reason.
Furthermore, in the case of rather simple guidelines (from my point of view), it tells me, that many students have difficulties to "decode" the meaning inherent in the heavily "encoded" guidelines: the way back from abstract to concrete is much more difficult, mostly, than the original forward way from concrete to abstract. In the latter case the expert leaves out certain "irrelevant" details, in the former case the novice has to intuite them again, which is exactly what we want him or her to learn in the first place.
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Looking to add a questionnaire on perceived stress to a study in which music therapy is given to subjects who self identify as having high stress levels. I've seen the Perceived Stress Questionnaire which seems to have been highly validated and reliable. Just looking for other opinions/options.
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Dear Peter
Holmes and Rahe stress scale is a simple measure that lists 43 stressful life events and can be completed on line.  I like this scale and find it useful. 
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Getting accreditation for professional colleges has become a necessity in many countries  . Accreditation experts visit  the colleges for 2 to 3 days  to conduct an academic audit and verify the data given in the self- assessment report and then award a rank  . Do you feel the real quality of the education can be assessed in this short time and through quantification of complex variables involved in the teaching-learning  and research processes  in professional colleges?
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Not necessarily as these Agencies do not always take into consideration the culture of the immediate society/institution. I know from experience in the Caribbean, some internationally funded projects at some institutions failed to meet accreditation standards and were not accredited by the International Agencies. In one instance that involved setting up a garment construction training institution with a workforce component, whereby trainees can work and study, the international accreditation standards required that the trainees/employees be searched everyday on leaving/entering the compound. Well, students were not use to such measures and did not subject themselves to these searches. The latter affected the success of the project negatively.
Best regards,
Debra
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I'm looking into perceptions and then hoping to identify what approaches and features of assessment impact most on achievement and motivation in the English Language Teaching classroom, in particular IELTS students.
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That's great, thanks for the advice.
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In our curriculum the student needs to critically reflect on his own learning. But are the teachers capable of giving proper feedback in order to allow the student to grow in this competence? Are the teachers themselves capable of critical self-reflection? And if not, how can this be encouraged or triggered in a non-offensive way?
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I will do my best to describe what I do! I issue my students with cards at the beginning of each class, they are instructed to keep all comments anonymous and I provide a box in class for them to post their cards in. At the end of each session I collect the cards, read them, and type up a summary. I then make some brief notes (typed) of what I think are the most poignant pieces to take forward. I issue the summaries and my response notes to my students prior to next class. Often their and my responses are classroom pedagogy related - sometimes with implications for me as a teacher, but more often than not they are relevant to a broader pedagogical issue (for example, equitable  assessment strategies). I then use the synthesized notes and my responses for two main purposes, (1) to get feedback upon, inform and develop my own practice, and (2) as ideas for further discussion of issues in class through class debate, or through a case study etc., so in this way they help to shape the content of future lessons. I always give students a prompt before they complete the exit cards so that we can "stay on topic" to some extent, as I am mindful of the need to complete what is laid down in curriculum. But in the few years I have been using them, I have found that by sharing my own reflections and ways I am adapting/changing/reinforcing my own practice really helps teacher candidates to see how this can be helpful to their own developing practice. It usually instigates a deeper level of thinking about what it means to teach, and a commitment to continuous development. I guess that in simple terms  I model that it is OK to keep on learning and developing!
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Nowadays, more and more attention is paid to the importance of assessing MI therapist/ counselor fidelity. Various instruments have been developed to assess MI fidelity, including the MITI, MISC and BECCI. In addition, Madson et al., have developed the CEMI questionnaire in order to assess the client experiences of MI.
Interestingly, I could hardly find any information about the therapist/counselor experiences with their own MI consultations. In other words, is a trained MI therapist/counselor able to correctly classify a conversation as a 'good MI conversation' or a 'bad conversation'? In addition, I could not find a self-assessment instrument to measure the experiences of the therapist/counselor with his/her own level op MI skills.
Therefore, I am wondering if somebody knows more about the possibility of trained MI therapists/counselors to assess their own MI skills correctly. And whether any research has been done on the relationship between such subjective experiences and the (more) objectively measured MI fidelity.
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Dear all, thank you for your replies to my question. In the meantime, I have searched in the literature for relevant evidence on the possibility of counselors/therapists to assess their own MI skills. I have found relevant information in an article of Miller et al (2001/2004). They suggest that counselors' self-report of their MI skills is inaccurate and unrelated to ratings by skilled coders. 
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We are in the process of designing a new study and are interested in finding any measures that have some preliminary psychometric evaluation that tap into assessing young women's self-discrepancies from an athletic/lean/muscular body ideal using a pictorial measure with images varying in degree of female muscularity/body fat. I am familiar with the Goldberg et al. 1995/1996 measure but wanted to find out if there were any other measures out there that do not use an image of a real woman (e.g., figure drawings). Thank you very much in advance!
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Thank you so much for your recommendations and for taking the time to respond! Have a great day! Jennifer :-)
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I have been working on the 'Leadership' since long. This term always lead me to a dilemma regarding which is the best way to measure 'Leadership' along with other variables. As in a multivariate study other variable's will assessed by the respondent where as leadership has to be assessed by their subordinates. Now this creates problem while statistical treatment of data. Kindly suggest what can be done in this regard?
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In the research we did at Infosys, we addressed the issue of what construct to measure by whom, based on the literature and on which stakeholder (e.g. self, manager, peer, mentor, client) had the best opportunities to observe that facet of leadership.  As for literature, Hogan's Socioanalytic theory has been supported in three meta-analyses showing that asking for others' views of your personality is more predictive than self-report.  But for self-regulatory constructs like identity, the leader herself/himself is likely the best judge.
I'm fond of Linacre's Many Facet Rasch Model to adjust for biases with modern psychometrics.
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Organizations hire external service provider to bring expertise to train their people acquire knowledge or skill on a particular topic, which is required from a business or an organizational point of view.
The external service provider is most of the time in the dark about the level of competence of the participants in that particular topic. Nor they are aware of the context in which this training is being organized. 
How do we know whether it is a paid holiday for the participants attending the training program. How do we know whether it is a L & D initiative which is one of their objectives or is there a buy-in from the top management for this training initiative. How do we engage  the participants throughout the duration of the program and give them a take-away which they can start using it once they go back to the work place post training. Can a training program with a short term duration have any impact on the output or productivity of organization post training.
What can the external service provider commit themselves while agreeing to impart training to the members of the organization. What are the precautions to be taken.
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An outcome is a behavior or measurement that can be objectively measured after an intervention including education.  I added a link that describes outcome research in health care.  Much of evaluation in education, especially continuing ed, has been about process.  Did the instructor follow the objectives?  Were there adequate handouts?  etc.  They were more happiness indexes. 
Outcomes research focuses on achievement rather than process.   If someone attends a workshop of any kind, can they now do something different or better? 
If you want to send me what content area you deal with I could give you specific examples. 
Hope that helps.
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You might want to ask Laura King at the University of Missouri. Her and her colleagues are studying insight, and they might know the answer to this question, or have a similar measure that they can point you toward.
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I am interested to know about all available or commonly used patient reported outcome measures to assess non-specific lower back pain patients.
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Dear colleaugues,
There are an enormous number of instruments and questionnaires available to assess all type of patient variables. The total number is now estimated to be between 500 and 600 in the field of musculoskeletal disorders alone. For pratical purposes, a set of 10 - 15 instruments / questionnaires are enough to describe about 85% of all patients with musculoskeletal disorders. The first issue raised is how to choose a clinimetric index. The second concerns the methodological or psychometric properties of the indexes.
The European Research Group on Health Outcome (ERGHO) has published a statement entitled 'Choosing a health outcome measurement outcome which is applicable to all clinimetrical indexes'. In chossing a measurement instrument (for example an evaluative instrument) to be asked is 'What is the aim (construct) of the index.
The International Classification of Functioning, Disability and Health (ICF) is a good starting point for the first choice of outcome measures and measurement instruments in clinical situatuions, particurly because diagnostic assessment by physical therapist is concerned mainly with functional disorders such as low back pain.
Based on the ICF and the clinimetric properties, we have developed a 5-step model in selecting the appropriate instruments and / or questionnaires. See reference 1.
Based on this model, I give you an overview of the evaluative instruments and questionnaires we have used in different type of studies (case study, observational studies and randomised controlled studies):
. pain: visual analogue scale (VAS), Numeric Pain Rating Scale (NPRS), McGill Pain Questionnaire (MPQ) and pain drawing;
. activities and partiipation: Roland-Morris disability questionnaire (RDQ) and Quebec Back Pain Disability Scale (QBPDS),;
. personal factors: acute low back pain screening questionnaire, chronic pain grade questionnaire, Tampa Scale Kinesiophobia (TSK), Pain Coping Inventory (PCI) and Short Form 36 (SF-36 [general health]).
My answer on your question 'How many self-reported questionnaires are available (currently being used by clinicians and researchers) to assess non-specific lower back pain?' is 11 instruments or questionnaires.
I wish you and qall the colleaugues succes and best greetings from The Netherlands,]
Rob Oostendorp, PhD, MScPT, MPT.
Reference
Swinkels RAHM, Oostendorp RAB. Outcomes assessment and measurement in spinal musculoskeletal disorders. In: Grieve's Modern Manual Therapy. The Vertebral Column (edited by: Boyling, JD, Jull GA). Edinburgh, Churchill Livingstone, 2004.