Tag Archives: growth

Two or Three Minutes, Two or Three Hours

“The highest compliment you can pay me is that I work hard every day, that I never dog it.” – Wayne Gretzky 

A Brief Introduction

Let me start this blog with one of the most awe-striking and inspiring things I can share with you that has happened since our last class meeting; the New Jersey Devils started their season with a massive, heart-pounding, and invigorating overtime win over the Chicago Blackhawks, setting a record for the quickest goal ever scored in a season-opening game in the process! (The childlike excitement of opening nights, and every game thereafter never goes away! I can feel my face splitting into a grin just typing this!) Between the excitement of one event and being sidelined with allergies this weekend, I guess you could say I binged on my thesis work this weekend, and there’s not only a sense of clarity but so much more investment on my part to keep the momentum and meaning going! I should also make it clear that I think headings are going to become a staple of my blog posts from here on out; it’s mainly an organizational tactic to make sure all my bases are covered and labeled clearly, and it’s also for the aesthetic that comes with the outline sidebar on Google Docs. 

There’s a whole soundtrack that goes along with this post, so I’ll let you choose between starting with either “Wake Me Up” by Avicii, “Spirits – Sondr Remix” by The Strumbellas, or “Bo Exotic” by Turbo, and then going to one of the others. 

Thesis Progress 

The Research Side 

From the research perspective, I am situated right where I want to be for this moment in the semester. I have amassed just about 16 solid peer-reviewed articles taken from databases, an array of newspaper clippings that span from the genesis of forensic linguistics in the late 1960s to the present day detailing either implicitly or explicitly the presence of forensic linguistics, three podcasts in their entirety and various assorted episodes of others, a handful of documentaries, and a few more books that I am currently working through reading and marking up. (Thank you to Dr. Fall, if you are reading this, for giving me a godsend with Word Crimes! I found it in digital form for free through Kean! Still working on the Routledge Handbook.) The research I have thus far covers a couple of categories: written evidence analysis(both the spoken evidence analysis (interviews and otherwise) and the complexities that come with recorded or digitally enhanced forensic linguistic analysis.

Assessing what I have so far, I recognize that there is a need for more articles that highlight the genesis and evolution of the field, rather than just the application and implication, and this will be my focus for the upcoming week. (I say week, but I have the Learning Commons popped open in another tab, and I know that the texts I am thumbing through have material that is suitable for this purpose.) Additionally, I am interested in looking into the nature of police investigation and interrogation techniques, and the tandem of linguistic, psychological, and sociological factors, issues, and implications embedded within them. (I figure this is enriching information for my project, and even if I don’t end up having a need for it, just in general.) Thus far, my starting point is two books I’ve rented in digital form from the school library, a handful of podcast pieces, and some journal articles I have left over from my forensic psychology class from my undergraduate minor. An avenue I could take to finding solid sources on this sub-topic would be to find some way to retrieve the syllabus with all the linked articles, if possible, or reach out to the professor directly. I could supplement this plan with targeted database searches and continuously sifting through podcasts.

Something paramount to finding a beginning, and serving as an origin or sounding board when I do get stuck in a loop has been looking at forensic linguistics-based graduate programs across the country, and running a marathon through any readily available syllabi, recommended resources on program websites, and sifting through the related resources and articles that then appear within databases. (This process is also giving me further education and career goals and dreams, but that’s a whole different ballpark!)

I have also looked into adjacent subjects and fields to bolster my research, including corpus linguistics, or the practice of amassing large bodies of “real-life” language stored in computer databases and utilizing it for researching trends, shifts, and other noteworthy linguistic phenomena. The purpose of going a bit offside is two-fold; one, this is a field I am familiar with thanks to the work I completed in Dr. Nelson’s course, which means I have ample understanding and some sources in the bank, and two, I am starting to see a connection between the two fields, in the sense that with so much of forensic linguistics moving into the virtual realm, the overlap between that and corpus linguistics is about to Venn diagram. Also, corpus linguistics is taking root in the legal world, which is critical to explicating the necessity of forensic linguistics.

(I’m beginning to seriously consider submitting an application for Research Days, because this is something I think people will be interested in once it is brought to their attention, and it is good motivation!)  

To further clarify what my research is shaping up to look like, here’s a quick outline of the moving components for each category/subcategory and some brief rationales and descriptions! (Let me know if you think it is too much, not enough, or needs something else, like a plan for how to integrate everything or more cowbell!)

  1. Forensic Linguistics 
    1. Genesis and History of Forensic Linguistics 
    2. Categories of Forensic Linguistics/Areas of Application
      1. Written Evidence Analysis 
        1. Offshoot of discourse analysis – examining language construction, syntax, phonological structure, etc. 
          1. Can be either digital or handwritten 
          2. Handwritten instances offer potential to branch into forensic stenography – signature/handwriting analysis, forgery investigations, writing under duress, etc. 
            1. Sources/Research that Relate to this area of application 
  • ransom notes, forgery, contract disputes, blackmail, suicide note analysis, journal entries examination, etc. 
  1. Impact – Authorship, intent, and patterns of behavior can be established through analysis of writing, social media activity, etc. 
  1. Spoken Word Analysis 
    1. Heavy on Discourse Theory and Analysis
      1. Deals with issues of linguistic bias, linguistic profiling, the need for cultural sensitivity, etc. 
      2. Presents itself in eyewitness accounts, interviews, testimony, etc.
      3. Brings to light the question of how linguistic bias is often counted over actual forensic linguistic application, and how it has contributed to wrongful incarceration, coerced false confessions, etc. 
  2. Digital Evidence Analysis 
    1. Ties back into written analysis in a way 
      1. Examining the digital interpersonal communication between individuals can discern knowledge, patterns, responsibility, etc. 
        1. Examination can also lead to uncovering rings of other involvement, can highlight deceptive linguistic tactics used to hide authorship/mimic the speech of others (ex. “Deep fakes”)
      2. Is a component of what connects forensic linguistics to corpus linguistics
    2. Computer-Based Forensic Linguistic Analysis 
      1. As algorithms become more refined and are employed by both scientists and those in the criminal justice system alike, how will this change the field and the outcomes of individuals?
  3. Enhanced Audio Evidence 
    1. Speaker Identification 
      1. In a recorded instance, such as a wiretap (see The Wire for reference or cases that involve 911 call analysis)
    2. Linguistic Profiling and Speech Pattern Recognition
  1. Other Instances of Forensic Linguistics 
    1. Police Interviews/Interrogations + Tactics
    2. Eyewitness Accounts
    3. Courtroom Testimonies + Jury Deliberation 
  2. Implications (Legal, Psychological, etc.)
  3. Gaps/Issues in the Field 
    1. Cultural Sensitivity 
    2. Police Training 
    3. Perception and Evaluation of Linguistic Evidence 
    4. Jury/Judicial Linguistic Bias
    5. Effect of Media Portrayal 
      1. Optional to pursue, but still important as the expectations set by TV or media portrayals of the field may yield real-life implications (CSI effect) 
  1. Corpus Linguistics 
    1. Overview/Genesis
    2. Connection to Digital Forensic Linguistics
    3. Connection to Trends in Eyewitness Accounts/Jury Deliberations
  2. Methodology/Analysis 
    1. Discourse Analysis 
    2. Protocol Analysis 

The Creative Side (If There is One and Time for It)

Why Is This Needed? What Will It Be?

With the scope of my project and everything outlined above, a research paper or a deeper delve into the field of forensic linguistics seems like what I’m aiming for, or would at least be the easiest route to travel, given the time constraints of these pesky little things called semesters. Yet, I find myself drawn to wanting to do both because as I am beginning to find, my brain really likes the word tandem (years of being a hockey fan, I suppose) and as such, even my thesis has to be a tandem project of both research and creativity. All the research I have done thus far would have been necessary for a creative piece, and even if it isn’t for this course, I know the opportunity to convert everything I know into a study or analysis is a possibility! (Also, I’m really considering forensic linguistics as a career path going forward, so it doesn’t hurt getting as familiar with it as I possibly can!) Plus, it’s a challenge for me! I get to play both time management and meeting academic deadlines and standards on expert mode, and I love that! 

As multifaceted as it is as a field, forensic linguistics also offers a wealth of creative writing ideas; it could be a screenplay or script for a TV show episode (which reminds me, I need to sit down and watch  NYPD Blue and find the paper that analyzes its use of forensic linguistics!), material for a podcast, a short story, a whole novel, an interactive story, or an e-lit piece. Currently, I am leaning towards incorporating some of the core elements of forensic linguistics that interest me and crafting a handful of short stories that detail just how much of a role forensic linguistics plays in different settings, as outlined above, while also highlighting the emerging and pressing issues of inequities and bias. I can change the cast of characters every time, and I can further delve into sub-categories of forensic work, such as forensic stenography or forensic audiology this way, without the messiness of trying to work these concepts into a research paper may entail. 

So, I guess to give you a quick recap: Yes, there is research that has occurred and remains ongoing, comprised of several areas of interest and key concepts. Simultaneously, there are plans to begin writing informed short stories that not only synthesize several aspects of the completed research but highlight important issues within the field and offer, in a fictitious setting, workarounds, and solutions. The latter is to be determined, depending on time constraints. 

Setting Goals For Progress

Where Is This Going?

I’m guessing that by now, the three songs from earlier have definitely run their course, so put on “Let’s Work Together” by Dwight Yoakam since that’s essentially the spirit both sides of this project happen to be taking on! 

It always comes back to research first, and it’s a matter of first clearing out everything on my digital library loan bookshelf. I have twenty-one days to comb through the four books I have checked out, and I plan to tackle this systemically. I will first take a look through the table of content, select two chapters from each, and proceed to first skim, and then read and annotate if it proves to be fruitful. Word Crimes is the one text I plan to read in its entirety for the emphasis it places on issues of equity, the fact that it is a leading contemporary text in the field, and for the personal enrichment it will bring. Following this, I will finish out the remaining podcasts in my queue with associated notes and then reload with podcasts around the topics of police interviewing training, false and coerced confessions, and corpus linguistics.

When it comes to the methods of analysis, I have a solid understanding and amount of sources to support my rationale for the particular methodologies and their application ready from my work in Dr. Nelson’s class, so this is not a priority at the moment.

I have already created a Google Drive folder with PDFs for the bulk of my sources in the form of articles and some newspaper articles and will continue tidying up and integrating my annotations for each article, as well as podcast episodes into this same folder, and create a separate space on my website to round out the idea of a “public literature review” or research project coming to life. In addition to this, I have a running bibliography page, all in APA 7 format, as that is what I am most comfortable with. (Also because my other courses are requiring it and it’s easier on my brain.) 

To achieve these goals, I am going to have to carve out at least two hours a day for thesis work, which I know I can do, though I’m not sure where I’m going to gain the two hours from just yet. I also plan to use my weekends for the part of my research that may or may not be necessary; the media portrayal of forensic linguistics. (It’s a reason to watch TV and think critically about it without being a “nerd” who “can’t stop thinking about school-related things.”)

On the creative side of things, there is going to be a synthesis of the completed research to discern points of interest, importance, and concern, and much more brainstorming must be done before any writing commences. I’m setting a deadline for two weeks from now for there to be a separate Google Drive folder created for the creative component that includes the following: a solid rationale for why this portion of my thesis is necessary, a graphic organizer for each component of forensic linguistics I hope to cover in my short stories, and a rough outline of the first story of what I hope is many. 

Allow Me to Reintroduce Myself 

For the first time last week, I had someone outside my circle of classmates, friends, and family ask me the questions I think everyone needs to revisit as their project and passion continues to grow: Why this topic, and what are you hoping to learn from it, or do with it? Why should other people even care about forensic linguistics? And in the sections below, I hope to explicate just that, if only briefly. 

Why Am I Interested in This? 

My interest in the topic was born, in part, out of my inherent interest in the CSI TV series and franchise, as it showed that there is so much more to the trial and prosecution of individuals than just arrests and trials, and there were several instances where the specific language was used in interviews that the characters knew would connect with the suspect or instances where handwriting, digital files, or audio were examined as evidence just as critical as a fingerprint. From that point forward, I knew that there was a way to utilize my love of language and ability to deconstruct and identify meanings, patterns, and intent for something monumental. 

The work that forensic linguistics entails can quite literally change the trajectory of someone’s life; admissions of guilt can be proven to be coerced or misinterpreted, intent in language can be reframed as innocence, and testimony can be shredded or bolstered. Behind each exchange of words, there is an intent, malicious or not, and there is an interpretation that deserves to be recognized and examined. 

Who Am I Doing This For?

First and foremost, I’m engaged in the field of forensic linguistics to bring justice to those who are denied; those with the dialects deemed “inferior” “unreliable” “uneducated” “twangy” or any other derogatory term. There’s a correlation between those who are denied justice and those who are told that their language is a damning factor for them. I do this for those who have proven that they have intentions to harm others, who have established those patterns, and to bring them to justice as well. 

What Do I Hope To Accomplish With This Work?

The primary goal of my research is to give myself a strong foundation in the history, practice, and implications of the field to ensure that I can indeed apply and critique my skills. I also hope to illustrate the radiating impact of the field to others and pass along the same level of concern and awareness, whether it is through teaching or being a subject-matter expert.

How Are My Analytics Looking? 

If you’re still here after everything else, thank you! You deserve some fresh music, and since we are on such a journey, it’s only fitting that we listen to “Young Turks” by Rod Stewart. I used analytics because I’m not only a sucker for sports analogies, but I think this post has cleared up a lot of questions about what I’m doing, how I’m facilitating it, and the intentions going into, going through, and hopefully coming out of this project, which is similar to analytics that show the trajectory of a player’s season or career. To tie it all together and back to hockey, I guess I’m in the phase of both my thesis progression and my life where high-danger chances are being presented to me left and right or I’m consistently finding myself on the powerplay, and I just need to find the momentum to convert! 

Regardless, I’m going to cap it here for now (or at least here for this blog post for this week), and with our young hearts being free, I will see you all on the other side! 

Week 3: Lines in The Sand Always Wash Away

It’s been a pretty brutal week, between putting in my 2 weeks’ notice at one job, trying to keep up with everything else that’s happening in school, and in my life, and of course, with my feelings. I really took the phrase “when one door closes, another one opens” to heart since I started planning ahead for how I’m going to fill my spare time. I think this is my Renaissance period as a human, and I hope it doesn’t just pass me by! It’s also been a week of massive change externally; for the first time since I was in kindergarten, Travis Zajac is not a New Jersey Devil. Seeing him retire has me feeling a little more at ease with my decision to quit the first job I ever had; it’s like a cosmic sign that sometimes, it really is over, and that’s OK! Besides, if I’m posting this less than 12 hours before a class there’s no telling how much more difficult balancing school and work and life would have gotten. There’s no song better fitting for right now than “Dream Life, Life” by Colbie Caillat since I’m searching for that ease of mind and good vibes! So, with all of this out of the way, let’s dive into actual thesis things! 

I was tasked this week with beginning to think about what sort of articles I am going to need to look at for my literature review and the academically oriented written portion of my thesis project. I was able to take the broad umbrella term of forensic linguistics and narrow it down to wanting to focus on instances of linguistic violence, linguistic injustice, and linguistic bias with consequences relating to judicial issues.  To be a bit more specific I looked at linguistic violence from the perspective of using language to intentionally hurt someone or their credibility, linguistic injustice through the lens of discrimination that many individuals face if they speak with a certain accent or dialect, and linguistic bias as the idea that if someone does speak with a certain dialect they should still be able to transition to a more “desirable” dialect, to make their speech appear intellectual or palatable for others. It’s a very problematic belief that I cannot wait to combat!

With everything going on this week I was not able to find 2 articles but I haven’t had the time to thoroughly read, annotate, and reflect. But, I’m figuring out that life is much easier when you’re able to stop and compromise with yourself rather than ruminate on shattering your dreams of perfection, so I decided to make myself a list of tasks and a weekly agenda that’ll get me back on track, and keep me there. 

  1. Every week I should commit to finding a minimum of three relevant articles and be able to read, annotate, and understand what is going on. For this, I will dedicate two hours to finding the articles on Fridays, and use Saturday and Sunday to explicate them. My goal is to have a minimum of 12 solid sources in terms of looking at instances of linguistic violence, bias, and injustice. I would also like, if time permits, to look at the use of forensic linguistics in the judicial system. Good thing databases, truncated searches, and good folks will be there to help with this!
  2.  I am going to set up a separate Google space, a shared folder, that will be visible on a different page of my website to show how my progress in accumulating articles and understanding them is going.  Updates will be provided regularly on Twitter and screenshots will be used in future blogs to avoid repetitive content or overly long future posts. 
  3. As I am working on gathering my articles, I recognize that the methodology that best suits my approach would be a case study, as I am researching and examining how the field has grown and evolved, but if I am able to look and analyze the actual application of forensic linguistics, I can also incorporate protocol analysis. I’m hoping to have a rough outline of how I’ll organize my lit review prepped by mid-October, and it’ll be a living document that will run parallel to my research. 
  4. As I do my academic, official research,  behind the scenes I’m also going to have to work on expanding my skills with applications like Flash and Twine, and look into other mediums, so that way come the spring, the creative component of the project, which is an e-lit piece, will be facilitated smoothly.
  5.  I’m going to remind myself that it’s OK for me to walk away when things get overwhelming and pick it back up later. I’m also going to take the time this semester to actually enjoy what I’m doing beyond just thinking about the academic aspects and merits of everything. Things are looking up! 

Admittedly, it is hard to step back and say I didn’t get what I wanted to or needed to do, and I can feel my inferiority complex kicking in! But, I can also appreciate having the space to grow. Here’s a lovely TED Talk that inspires me to think about why it’s more important to strive for internal honesty, bravery, and improvement over perfection. I might have started out with a foundation like a house of cards, but I’m definitely evolving into an origami masterpiece! 

I’m going to leave you with the wondrous, and seeking track “Seems So” by The Apples in Stereo, and I’ll see you on the other side! Oh, and happy fall!