How Structural Equation Modeling is Ruining Family Research

photo credit: BrittneyBush via photopin cc

How I feel when I see a structural equation model of cross-sectional data with 15 latent variables predicting 3 different outcomes. photo credit: BrittneyBush via photopin cc

Please find this post at: https://clairekampdush.com/2014/12/05/semfamilyresearch/

Look out readers! This is my first of a series of posts I am working on related to causal analysis.

About two weeks ago, I attended the National Council on Family Relations (NCFR) annual meeting. It is a long meeting – I usually get there on Tuesday, and don’t leave until Saturday. And, while at the conference, I go from 7 am until 9 pm. In fact, I didn’t even leave the hotel two days! This might explain why I went off the rails during the Q&A at the last session I went to, but what set me off was a theme I saw throughout the conference.

Here is the crux of the problem: early career scholars are so focused on fancy statistics (i.e. structural equation modeling, latent class analysis) that they 1) forget about theory and the justification of their research question, and 2) present papers so complicated that no average person can understand, and even the non-average person who has a PhD and tenure cannot understand it.  But, I do not want to lay all the blame on early career scholars – we senior scholars are the ones creating these monsters!!

In most graduate programs, students are required to take several methods courses. I was required to take at least 6 when I was in grad school, and our students are required to take at least 6 as well. Unfortunately though what is happening is that we are overemphasizing the importance of cutting-edge methods and statistics, and underemphasizing the importance of constructing coherent research questions that have strong theoretical justifications.

Why are these complicated statistics ruining family science? They are ruining family science because they are making conferences boring and incoherent, and leading to the rejection of papers from these family science scholars, and a lack of publications can make it hard for these students to get a job. I talked to several colleagues and students about this issue, and each could give me examples of presentations they went to where they could not even figure out what the research question was, or why they should care.

Continue reading How Structural Equation Modeling is Ruining Family Research

Where should I submit my paper?

I wish we could get credit for publishing in these kind of journals. photo credit: yelahneb via photopin cc

I wish we could get credit for publishing in these kind of journals. photo credit: yelahneb via photopin cc

Please find this post at: https://clairekampdush.com/2014/11/14/where-should-i-submit-my-paper/

When you are in an interdisciplinary department, deciding where to submit your paper is fun, and confusing. I already told you about the time my student and I rewrote a paper we had rejected from Demography for the Journal of Family Psychology (it was accepted). But, how do you decide which journal to submit to? What factors do you consider?  My student Sara Sandberg-Thoma have been working on a paper and discussing where to submit it, which is where the idea for this blog came from. Sara and I came up with the following tips on how to decide where to submit your paper

  1. Where are the papers you are citing published? The paper Sara and I are working on could be submitted to several journals – it crosses a few disciplines. As we were reading the paper out loud, I noticed Sara was citing a paper in a journal we hadn’t discussed that I really like – Social Science & Medicine. I suggested we submit the paper there.
  2. What is the turn-around that you want? Sara is going on the job market soon, so we wanted to submit the paper to a journal with a pretty quick turn-around time. I also considered turn-around time when I was on the tenure track – I didn’t want my paper languishing for months. I would rather get a quick reject and move on to the next journal. Social Science & Medicine, the journal we decided on, has a pretty quick turn-around time, so we thought the paper could potentially be in press before she went on the market.
  3. Where else have you published? Other journals in our field have pretty quick turn-around times – Journal of Marriage and Family (JMF), Family Relations (FR), Journal of Family Psychology (JFP) – but Sara already has two first-authored papers in JMF, so we decided to go for Social Science & Medicine because she hadn’t published there before.  I don’t think it is a good idea to have most of your papers in the same journal, though JMF is awesome, so she has a good problem.
  4. How good is the paper? I think Sara’s paper is really good, so I think she should be able to get it in a high-impact factor journal. You will sometimes hear academics talk about top-tier, second-tier, and third-tier journals. So, before Sara submitted to FR, a journal I love but that is probably second tier, I thought we should try a higher-tier journal first. Again, since she had two papers in JMF, I thought we should go for a different journal with a high impact factor – again a deciding factor for Social Science & Medicine.
  5. Who do you want to read your paper? Another factor to consider is who you want to read your paper. Would you like psychologists to read it? Maybe you should go for JFP or a psych journal. Do you want sociologists to read it? Maybe you should go for Social Forces or Journal of Health and Social Behavior. This is also important in considering who will review your paper. In my post about the demography paper that ended up in JFP, I discussed how to write your paper for different audiences. Consider your audience before you submit. Skim a few other papers in the journal. This will give you a sense of the flavor of the journal, and you can adjust your paper accordingly.
  6. What do other people think? Sarah Schoppe-Sullivan and I have a writing group with our grad students, and we always get feedback from this group. Do you think this paper is good enough for JMF? What kind of reception do you think it will get at JFP? Advice from others can really help, and can also help you see flaws in the paper that you can fix before you submit. Just don’t wait around too long for the advice! I have a colleague who is constantly seeking advice from several people, and his/her papers never get submitted, thus his/her CV is lacking – not a good situation to be in when on the tenure track. So, get some advice, then submit it!
  7. When should I shoot high? If you already have some really great publications, like Sara does, she can afford to get rejected from a high-impact journal first, then resubmit to a lower impact journal. The extra time it will take to be rejected from the higher-impact journal shouldn’t hurt her if she resubmits to a quicker turn-around lower-impact journal. However, if she had fewer publications and she was going on the job market soon, I might suggest she try for a lower impact journal that would be unlikely to reject her paper, especially if it had a quick turn-around. But, she has some wiggle room give her current publication record, so I think she can afford the risk of rejection and shoot for a higher-tier journal. So, if you have already been productive for the point at which you are in your career, then shoot high. Or, if you have tenure, why not try to submit that paper to Child Development or American Sociological Review. You can take the risk.

Continue reading Where should I submit my paper?

How to Succeed in Graduate School While Really Trying

I am really trying! photo credit: dkjd via photopin cc

I am really trying! photo credit: dkjd via photopin cc

Please find this post at: https://clairekampdush.com/2014/10/23/how-to-succeed-in-graduate-school-while-really-trying/

We are midway through the autumn semester, and I have been reflecting on my graduate proseminar course, which is essentially an introduction to graduate school. Some programs have these types of classes, and others do not. So, in this post I give you links to articles I assign and a few tips I give to our first-year graduate students. The articles and tips are designed to tell students those things which faculty generally assume students know, as well as give them suggestions on how to succeed in graduate school. What would you add to my list?

How do I take a graduate class? How do I know what classes to take?

Claire’s Tips for registering for courses:

  • Talk with your advisor. Talk with your advisor about which courses you should take each semester. They may have specific courses they want you to take, or they may know about a specific seminar being offered that would teach you a specialized skill or knowledge set.
  • Email the professor. You may not be able to tell from the title of a course what the course topic will be. If you see a faculty member is teaching a seminar, email them for a course description and/or syllabus. Even if the syllabus is not ready, they will be able to share with you the topic for the seminar. Then, you can decide whether or not to take the seminar.
  • Take seminars when they are offered. Faculty often rarely have the opportunity to teach graduate seminars. Thus, if you are interested in a seminar in a specific topic, such as attachment, it may not be offered again for two or more years. Thus, it is smarter to take the seminar when it is offered and delay a required course, because you may not have the opportunity to take the seminar the following year.
  • Make it count. Choose your electives wisely. For example, try to take electives related to your research interests. You may be able to write a paper for these courses that are related to your research interests and will thus lead you closer to a publication or help you prepare for candidacy. Further, if you are planning to do a minor or specialization, you should look for electives that will count towards the requirements for the specialization.
  • Explore other departments. HDFS is interdisciplinary, and our students often take coursework outside of the department. If you cannot find an elective you are interested in taking in the HDFS course offerings, you might explore electives in Psychology, Sociology, Economics, or Communication.
  • Register for independent studies and thesis credits. Do not forget to register for independent study and thesis credits! By adding these credits to your load, you will free up time from coursework to focus on your research.
  • Make sure you take the minimum number of credits needed to be a full-time student.

Continue reading How to Succeed in Graduate School While Really Trying

Guest Post: Leadership Matters, So what’s the Matter with our Leadership Today?

Please find this post at: https://clairekampdush.com/2014/09/29/guest-post-gavazzi-1/

I was recently having coffee with my friend and colleague Dean and Professor Steve Gavazzi to discuss the National Council on Family Relation‘s Future of Family Science task force [more on that in a future post] and I mentioned my series of blog posts on self-regulated learning and graduate education. Steve asked me – did you mention leadership training? I had to admit I hadn’t. I invited to Steve to do a blog post on leadership to round out my graduate education series. Steve did so in the context of the conversations happening about the future of family science at the national level. Enjoy!!

Stephen Gavazzi

Stephen Gavazzi

Leadership Matters, So what’s the Matter with our Leadership Today?

Growing attention is being given to the present and future state of Family Science. Witness for instance NCFR Executive Director Diane Cushman’s most recent article in the NCFR Report Magazine. Here and elsewhere, thought is being given to the need to better understand where our academic field is, and where it is going. In her thought piece, Cushman mentioned two articles that appeared in the most recent (July 2014) issue of Family Relations. One article by Hamon and Smith dealt directly with the strengths and limitations of the discipline of family science, while a second article by Hans focused attention on some of the field’s identity issues, including what it calls itself (family science, family studies, family relations, etc.). Along with several NCFR colleagues, I was invited by Family Relations editor Ron Sabatelli to respond to these two articles. My commentary, which appeared in the same issue of the journal as the Hamon and Smith and Hans articles, invited readers to focus their concentration on a number of issues related to leadership, as I believe that there is no bigger challenge to the family science field that has to be recognized and confronted today.

Here is a portion of what I stated in my commentary:

“Leaders will either insert themselves into the process of determining our destiny as a field, or else that future will be determined for us, and invariably by people who likely do not have the same appreciation for our field’s importance. To make this happen, we must become much more intentional about the way in which we develop and support the next generation of department chairs, deans, provosts, university presidents, and heads of professional organizations who quite literally will either make or break us as a discipline.”

Continue reading Guest Post: Leadership Matters, So what’s the Matter with our Leadership Today?

Self-regulated Learning and Graduate Education: What Graduate Programs Should do Part 2

Please find this post at: https://clairekampdush.com/2014/09/26/self-regulated-learning-and-graduate-education-what-graduate-programs-should-do-part-2/

Well, it is time for my final post in my series on self-regulated learning and graduate education. This series resulted in the following posts:

Today, I want to discuss the other key to a graduate program informed by self-regulated learning principles: goal setting and feedback. I just finished typing up our graduate students’ annual reviews.  You might remember that our end of the year report was what started me on my quest to consider what a graduate program informed by self-regulated learning would look like. I learned from my fabulous colleagues Chris Wolters and Shirley Yu that intrinsic motivation, which exists within the self and usually stems from a personal interest in a task, is much better for achievement than external motivation, which usually comes from an external entity setting the goal. Hence, the final key to a graduate program informed by self-regulated learning is goal setting and feedback, informed by intrinsic motivation primarily, with some extrinsic mixed in.

Continue reading Self-regulated Learning and Graduate Education: What Graduate Programs Should do Part 2

Self-regulated Learning and Graduate Education: What Graduate Programs Should do Part 1

Please find this post at: https://clairekampdush.com/2014/09/19/self-regulated-learning-and-graduate-education-what-graduate-programs-should-do-part-1/

Today I want to wrap up my series on self-regulated learning and graduate education. I want to revisit my original question: “What information, tools, tasks, and activities could we provide to promote our graduate students’ learning, intellectual development, and achievement of their post-graduate school goals?”. Over a series of posts, I reviewed information and tools (writing skills, research skills, and presentation/teaching/media skills) to promote graduate student success. My posts on tools ended up discussing tasks and activities to master those tools as well, so look in those posts for those discussions.

If I had to sum up my series of posts, I think that the keys to a graduate program informed by self-regulated learning principles would be a focus on professional development and goal setting and feedback. I want to discuss both; in the post I am focusing on professional development.

After writing these posts, I have been reflecting on graduate training. Of the tools I identified that graduate students need, I think most graduate programs focus primarily on teaching students the scholarship of their field, and how to contribute to it, which would fall under the category of “research skills”. The other tools I identified are largely ignored in graduate training, unless an advisor takes it upon themselves to teach them: writing skills, presentation/teaching/media skills, and those parts of research skills that do not deal with conducting research (such as consuming research). I now believe all graduate programs should have the following, and that these could lead to improvements in graduate student achievement.

Continue reading Self-regulated Learning and Graduate Education: What Graduate Programs Should do Part 1

Tools to Promote Grad Student Success: Presentation/Teaching/Media Skills

Please find this post at: https://clairekampdush.com/2014/09/09/tools-to-promote-grad-student-success-presentationteachingmedia-skills/

The final tool that graduate students need for success is presentation/teaching skills. This topic is often ignored in graduate programs – grad students are rarely taught how to teach before they are thrust in the classroom, and likewise, grad students are rarely taught how to make a good presentation, or practice presentations in front of others. I think that at this point, most universities with graduate programs have something like the University Center for the Advancement of Teaching that we have here at OSU. And, most of these centers have training programs for teaching assistants and graduate student teachers – I took the Penn State Course in College Teaching when I was in grad school.  Overall though, most graduate students are given very little guidance on how to become a great, or even adequate instructor. We have added professional development requirements to our graduate program, and one of the offerings was a course in college teaching. The course filled, and the students got a lot out of it. Why don’t more grad programs offer these courses, or require their students to take these kind of courses prior to graduation? Even for students who are more research focused and do not want to go on to academia, teaching training would help them in the long term as they will inevitably have to make presentations as part of their work.

photo credit: derekbruff via photopin cc

photo credit: derekbruff via photopin cc

Speaking of presentations, you can immediately tell at any academic conference that academics have not been trained how to do compelling presentations. For that matter, very few people have been. Someone in my social network runs a TEDx event, and from what I can see, she spends hours with people trying to help them make excellent, compelling presentations. So, I think that graduate programs could really benefit from having presentation training for graduate students. Perhaps these should be part of what is offered by teaching centers, but, tips could be given during brownbag presentations or during seminars that introduce students to graduate school. Even having a one hour meeting around conference season could be incredibly helpful for students. And, these presentation skill trainings could come back to really benefit the graduate program – if students give better presentations, they will craft more compelling job talks, and perhaps ultimately end up landing a better job, or at this point, any job. Because one metric by which graduate programs are evaluated is by whether, and where, they place their graduate students, the graduate program would benefit if more student landed any, and better, jobs.

Continue reading Tools to Promote Grad Student Success: Presentation/Teaching/Media Skills

Tools to Promote Grad Student Success: Research Skills

Please find this post at: https://clairekampdush.com/2014/08/28/tools-to-promote-grad-student-success-research-skills/

I am still on the topic of self-regulated learning and graduate education. Today I want to discuss another tool that graduate students need for success: research skills. The art of conducting research has many components. First, students need to formulate research questions, preferably research questions that are going to be incremental, if not significant, additions to the field. This is a hard skill to teach, and one students really want to learn how to do. In fact, I was just on a panel at a first-year graduate student orientation, and a student asked – how do I come up with good research questions?  There is no easy answer to this question. But, I have a few ideas of how we can help grad students gain skills related to formulating research questions.

medium_320161805First, we need to teach graduate students how to find and consume research. Faculty often assume that because our students are so tech-savy, they know how to search the internet for research related to their topic of interest, and find relevant articles. However, what faculty forget is that as undergraduate students, our students most often use their computers for social networking and consuming information. It is a very different skill to use the internet to find research. In a future post, I want to talk about skills related to finding research, but that is outside of the scope of this post. Let me just say that we need to teach students how to use the internet (my favorite is google scholar) to find research articles, rather than assuming they know how to do this.

On the topic of how to consume research, I think most students come into graduate school thinking they need to read every word of every article, and that they need to read every single article on their topic. Students will eventually realize that this is impossible. We might save them time by recommending ways to figure out which articles they should read in their entirety (i.e. classic articles in their field, articles that they are directly building on with their research) and which articles they can skim (i.e. articles for class that our outside of their field, articles that they are using just for a particular citation). We also need to help them understand when they have enough of a grasp of their area to begin to move towards research questions. I try to cover how to consume research early in the grad student proseminar I lead (see a syllabus here), but grad students can go years without really understanding how to consume research in an effective, efficient way. It feels overwhelming to get to know a field when you are a beginning grad student, so the earlier grad programs and advisors can give tips for consuming research, the better. Advisors are also the best individuals for helping a student know when they are ready to go to the hypothesis building phase, and have read enough. I have seen students fall in this trap where they think they don’t know the literature well-enough to formulate and test research questions, even after years in graduate school, and these students tend to flounder and not get the publications needed to land jobs.

Continue reading Tools to Promote Grad Student Success: Research Skills

Tools to Promote Grad Student Success: Writing Skills

Please find this post at: https://clairekampdush.com/2014/08/22/tools-to-promote-grad-student-success-writing-skills/

Well, apparently I took the summer off from blogging. I wasn’t necessarily planning that, but I was really busy with grant submissions, travel, paper revisions, etcetera. I had a great time at the International Association for Relationship Research conference in Australia in July, and I also visited and gave talks at the University of New South Wales’ Social Policy Research Centre and the University of Melbourne’s Melbourne Institute of Applied Economic and Social Research. I was also appointed to the National Council on Family Relations’ Future of Family Science Task Force and attended a 3-day meeting in Minneapolis where the task force met. More on that in a future post.  I should also mention I had fun too – lots of baseball and t-ball for my sons, a Nashville bachelorette party for my sister, and trips to Cedar Point and Kelly’s Island with my family. Overall, great summer!

photo credit: Pesky Library via photopin cc

photo credit: Pesky Library via photopin cc

For now, I want to get back to the topic of self-regulated learning and graduate education. My last post posed the question “What information could we provide to promote our graduate students’ learning, intellectual development, and achievement of their post-graduate school goals?” Now I want to move on to “What tools could we provide to promote our graduate students’ learning, intellectual development, and achievement of their post-graduate school goals?”

When I think of the tools of the trade for myself, the most important tools that come to mind are: writing skills, research skills, and presentation skills. Let’s discuss each of these in turn.

The most critical skill we could provide to our graduate students, in my opinion, is exceptional writing ability. Excellent writing skills can improve a students’ likelihood of grant funding, manuscript acceptance, and can ease the milestones of graduate school, such as comprehensive/qualifying/candidacy exams. Each of these can help students achieve their post-graduate school goals. Further, excellent writing skills can lead to further intellectual development as they can help distill ideas and lead to new discoveries. Learning is also improved with good writing – students will be more likely to retain information when they are able to succinctly and logically summarize critical ideas.

Continue reading Tools to Promote Grad Student Success: Writing Skills

Information to Promote Grad Student Success

Please find this post at: https://clairekampdush.com/2014/05/15/information-to-promote-grad-student-success/

Last week I posed the question “What information, tools, tasks, and activities could we provide to promote our graduate students’ learning, intellectual development, and achievement of their post-graduate school goals?” So, let’s start with the first part of that question – what information could we provide to promote our graduate students’ learning, intellectual development, and achievement of their post-graduate school goals?

There are several pieces of information, as well as ways to disseminate that information, that can promote graduate student success.

photo credit: seeveeaar via photopin cc

photo credit: seeveeaar via photopin cc

Handbook

The first piece of information that comes to mind is the grad handbook. Our handbook now has several “tips” sections for students. We have 1) tips for success (i.e. meet with your advisor often; get to know your fellow grad students), 2) application tips (i.e. be yourself; proofread), and 3) tips for registering for courses (i.e. talk with your advisor; make it count).  We also have advising best practices (from the OSU graduate school), including both graduate student responsibilities and graduate advisor responsibilities.  Finally, the handbook includes guidelines for making reasonable progress through the program, including information about what reasonable progress may look like each year (i.e. first-year students will want to be involved in research and have a minimum 3.0 GPA; fourth-year students will want to have a first-authored conference presentation and complete their required coursework).

By having a detailed handbook with advice and tips, students can 1) plan a course of study that is going to foster success, and 2) use reasonable progress standards to set annual and long-term goals for themselves.

Continue reading Information to Promote Grad Student Success