Monday, January 31, 2022

New Series Start and Aces of Writing

The last series I kept updated petered out, so I'm starting a new one. Thinking of naming it "Everyday Sox" for reasons that should not be at all clear to anyone but me. It's a place to put not just "Great Lines" (see HERE for more of those) but also poetic asides I run across, little mementos of writing I see, or other things that I come across that are poignant and deserve being remembered. 


This first one is from a book I am reading currently. No,  . . . not a Dick Francis book. This is a non-fiction History book I'm slowly wading through, not a novel I blaze through like a runaway horse. I was a double major in college . . . English and History. Every now and then I have to feed that side of my psyche.

Friday, January 28, 2022

Women in Industry

Another of my colleagues, Alexis, is doing research on gender in her indsutry. Why aren't their more STEM teachers in higher education? 


I'm incredibly intrigued by the research she is doing. The refining and petrochemical industry that my organization supports with safety and skills training for field workers and leaders has a similar disparity. 

The imbalance between female and male workers in this section of the industry is as stark as the one she mentions researching, and is heavily weighted to males. This is a loss as there are so many openings that could be filled by any worker do not require that that they be solely male. In fact I would love to do more research and discover how gender affects job performance or skill. 

In general, and although I have no true work to back up this supposition, there is a belief that women make better safety stewards and fire watch, hole watch, and safety managers then their male counterparts, yet recruiting efforts for these positions do not target women. I work with some amazing ladies in my departments, all of whom have supported the industry for years and would be amazing at jobs in the field as well. 

Regardless, there are opportunities for more female workers that are not being filled, and could easily be filled by females as well as male workers, like her STEM opportunities. If I was not focused on technology and innovation for increasing training effectiveness for workers overall, this would have been a subject I would have taken up and enjoyed. I would love to hear more about her research after this class. 


Thursday, January 27, 2022

Supporting Multiple Languages

My colleague Susanne is doing research on teachers and bilingual educators. She believes that not enough is done to prepare and keep teachers well trained in bilingual teaching. 


We deal with something similar, although not exactly. We have thousands of non-english speaking workers that we support. And in many cases we cater to their language needs with our training. Although we may provide training in their language, Safety Data Sheets that they must use to stay safe, processes and procedures on safe operations, and other safety signs and equipment are not provided in their language. 
We have a closed system in terms of safety standards and communications, but a huge cohort of willing workers who could help the industry, that can't get in. I'd love to hear more about her research at the end of our class to discuss what innovations she's playing with to determine how we at my organization might better create an open system that includes these workers? 

Maybe it includes user created content? Technological innovation to translate more quickly? 

Or even just more programs to create a safety language that has no restrictions on language comprehension?


Wednesday, January 26, 2022

An Investigation into Emotionally Compelling Videos as a Memory Aid for Industrial Field Workers

The Health and Safety Council (HASC) is a non-profit association that trains industrial contractors in safety and skills courses needed for working in petrochemical and oil refining facilities. Due to the large number of contractors who work at industrial sites in the Houston area, the most cost-effective and efficient method of providing safety and skills training quickly, easily, and effectively has been through the use of computer-based training (CBT) delivery systems. 


Finding more effective, engaging ways to utilize CBT training falls within HASC's mission (Health and Safety Council, 2006), so HASC is researching the use of virtual reality (VR) exercises with emotionally resonant video clips as tools to augment their traditional CBTs and make HASC's safety and skills training CBTs more engaging and effective. 

In 2020, HASC developed a CBT that included VR exercises and studied the efficacy of VR exercises by comparing a control group and an experimental group. The control group was provided a standard CBT with knowledge checks and tests. The experimental group had the same CBT content as the control group but was asked to take VR exercises to reinforce the learning objectives. The analysis of this 2020 study showed that CBT courses augmented with VR exercises provided more resilient long-term memory formation than those without VR exercises (Health and Safety Council, 2020). This research showed a statistically significant difference wherein the test scores a week following the training for the experimental group were 10% greater on average than the control group's test scores.  

As a follow-up to this 2020 study, HASC has released a 2021 CBT course with VR exercises. This 2021 course includes job-relevant videos with an emotionally compelling storyline. These videos are shown to learners in a fully immersive VR headset along with the VR exercises. The intent of this new CBT is to determine what effects VR exercises with emotionally compelling videos might have on learners' understanding of the training concepts and the gravity of the procedures the training covers. By including both VR exercises and emotionally compelling videos that go along with the VR exercises, HASC hopes to show an increase in the learners testing average after a week hiatus compared to the average found in the 2020 study. 

Rationale 

Studies such as Tyng et al. (2017) and Diemer et al. (2015) have found links between emotion and long-term memory formation. Using studies like these, HASC has developed techniques to provide greater learner long-term memory formation using emotion as well as VR. This same association between VR, video, and emotion has been demonstrated in other studies where emotions are elicited via video and VR exercises such as those performed by Marín-Morales et al. (2018) and Jensen and Konradsen (2018). These studies show how emotion can not only be inspired via training techniques such as VR and video but also how these emotions affect learning. HASC hopes that videos showing interviews with affected family members and friends will create a sympathetic, emotionally resonant episode for learners that will increase the chances of the learners' retaining and recalling information later. When considering memories of our past, Holland and Kensinger (2010) write that "the past we recall often consists primarily of moments imbued with emotions" (p. 7). By imbuing emotion into the training course, HASC hopes that learners will carry with them the learning objectives that they are drilled on in the CBT course. 


Additionally, Holland and Kensinger (2010) note that experiences that are more relevant and personal will likely be remembered more than those that have less relevance. Because of this, the videos HASC has developed show interviews with friends and family members of workers who were injured doing the types of work that HASC learners engage in regularly. If learners are more likely to remember more relevant information, then showing them videos with emotions that are relevant to their jobs should help the learners develop long-term memories that include the learning objectives in the course. 

There are a multitude of studies that link memory encoding with emotion type and emotional valence, such as; Anderson and Shimamura (2005), Steffes and Deverger (2012), Holland and Kensinger (2010), Knörzer et al. (2016), Kuriyama et al. (2010). This study aims to leverage the conclusions found within these studies to inspire emotions within the participants to both expand the understanding of the relevance of the training to the participants work-life and safety, but also provide a long-term memory encoding mechanism such as those described specifically by Holland and Kensinger (2010) and Brown and Kulik (1977). 

When developing these videos, HASC deliberately excluded any analytical video analysis or emotions that might be perceived as negative. Knörzer et al. (2016) write that more positive emotions in learning are a facilitator of knowledge and help learners enhance memory. In their investigation of Cognitive-Affective Theory of Learning with Media (CATLM), they researched whether positive emotions before learning increased memory. They found that although a "learner's emotional state had a crucial impact on learning outcomes: Learners with a negative emotional state before learning outperformed learners with a positive emotional state" (Knörzer et al., 2016, p. 627). Therefore, rather than focusing on negative emotional states per se, HASC's study will focus on feelings such as empathy, compassion, sympathy, and pity. 

Another rationale for providing memories that are sympathetic rather than negative comes from a study on emotional memory and event memory by Kuriyama et al. (2010). The authors found through their study that in terms of episodic memory, "the more fearsome the event, the more likely it is to be inaccurately recognized" (p. 133) despite findings in other studies that seem to show event memory being strong when strong emotions are present, especially fear. Every effort has been utilized to ensure that the emotions inspired in the videos are not perceived as negative. HASC wants to inspire emotions to make the learning objectives memorable for the learner but does not want to inhibit learning by instilling negative emotional states for the learner. 

Unlike Knörzer et al. (2016), Zlomuzica et al. (2016) found that through their experiments on providing emotional resonance through short videos and their effect on episodic memory, the impact of positive and anxious emotional states had no change on episodic memory retention. Zlomuzica et al. (2016) found "an inverse correlation between the level of negative arousal and performance scores in memory for spatial context" (p. 185). Additionally, several studies cited in Bréchet et al. (2019) show the viability of using VR for encoding spatial memory. Both Zlomuzica et al. (2016) and Knörzer et al. (2016) found evidence that the timing of the emotional arousal inspired in the learner pre-determined the effect that the emotion would have on learning. Zlomuzica et al. (2016) found that emotional experiences for participants before learning moments had a more negligible effect on episodic memory. For this reason, HASC intends to stimulate emotional arousal after the learning objectives are presented in the training rather than prior. By utilizing all of these methods to enhance memory encoding; VR, emotions, and video, HASC hopes to more fully develop the long-term memory encoding of the learner taking the 2021 CBT.


The research done by Knörzer et al. (2015) included experiments regarding prior knowledge and how prior knowledge might affect cognitive load and memory on participants. Learner's "with high working memory capacity perceive complex learning materials as less difficult and can compensate additionally imposed (extraneous) cognitive load" (Knörzer et al., 2015, p. 620), and a "higher working memory capacity has also been found to be a significant predictor for learning success in multimedia learning" (Knörzer et al., 2015, p. 620). What does this mean for HASC's work? Much of the information provided during the course is information that learners have received in various forms through other courses. This implies that many of the learners will have a high degree of prior knowledge. Based on the findings of Knörzer et al. (2015), having this degree of prior knowledge should leave the learners open to learning via emotionally resonant videos since there will be less risk of the learner's working memory inhibiting processing and encoding memories of the learning objectives. 

Many of the studies cited in this work have been conducted using participants who are not a part of the industrial field workforce that HASC supports. HASC works with field workers, leaders, and contractors who work around industrial hazards on a daily basis. These hazards can cause serious injury to themselves, their colleagues or create environmental hazards for the communities (Oil and gas extraction - hazards, n.d.). Although there are several studies on industrial workers and VR training efficacy (Gavish et al., 2015 and Vasilevski & Birt, 2020 and Colombo et al., 2014), there is a gap in the research on how VR and training that elicits emotion can encourage workers like those that HASC supports, perform their work more safely. 

Studies regarding video as a powerful tool in creating change, such as those by Briant et al. (2016), Spiegel et al. (2020), and Moore et al. (2016), prove that using video can act as a significant change agent for participants and for communities. Since the participants of this study are primarily field-level workers in the petrochemical and oil refining industry, helping them find new meaning for their safety through video as well as helping to explain, demonstrate, and safe-guard other workers through their better understanding of the concepts should be a worthwhile outcome for both the worker and the community within which they work. Part of this study is geared toward imbuing participants with a more complete understanding of the dangers associated with confined space work so that the participants will be more apt to stop dangerous activities they see at the work-site and help other workers stay safe.


There are a number of reasons for this research on VR exercises with emotionally resonant videos and memory in general, such as what Tyng et al. (2017) and Diemer et al. (2015) found. There is also research supporting this 2021 CBT regarding positive emotion and memory development as Zlomuzica et al. (2016) and Knörzer et al. (2016) produced, as well as emotional valence inspiring different types of memories as Anderson and Shimamura (2005), Steffes and Deverger (2012), Holland and Kensinger (2010) found. Additionally, there is work on VR that HASC has performed that found results similar to those produced by Gavish et al. (2015), Bréchet et al. (2019), Vasilevski & Birt (2020), and Colombo et al. (2014). Finally, there is the work that Briant et al. (2016), Spiegel et al. (2020), and Moore et al. (2016) have done in using video to create change. As HASC's goal is to find more effective training techniques to help the industrial workers, they support work more safely and keep their teams and communities safe, finding ways to use emotion in video to do this is valid and needed for the industry HASC supports.  

Research Purpose

The purpose of this research is to explore in what ways HASC learners are affected by the emotionally compelling videos provided in the CBT training and how participants believe this experience might influence their future work habits. This purpose provides ample room to investigate possibilities that are not expected nor understood by the researcher or similar studies done with these technologies. This purpose also fills the gap in providing resilient, effective training, which is at the heart of HASC's mission and vision; to "deliver exceptional training solutions" (Health and Safety Council, 2006). One aspect of training that this research hopes to achieve is establishing more resilient long-term memory for the participants of the training that can then be taken and used later when the participant is at work. 

Research Questions

The research questions HASC hopes to answer include:

  • How do the participants who take the CBT courses with emotionally resonant videos describe the training course and concepts within them?
  • What impact (if any) do the participants believe the videos will have when they are at work?
  • How do the participants discuss the videos when compared to other training courses they have taken?

Operational Definitions

CBT The acronym for computer-based training, the generic delivery process of providing training through a computer terminal. 

Contractor Workers, primarily field workers, who work on behalf of refinery and petrochemical facility owners. The predominant learning audience at HASC.

Emotionally Resonant Videos A series of videos that have been developed by HASC designed to provide relevance to the learner about the course topics and generate a positive emotional state after the learning. Provided at HASC in the midst of a VR exercise.

Episodic Memory A part of declarative memory that is focused on the specific, unique events around personal experiences (Schöne et al., 2019). 

Google Form An online form developed within the Google suite of applications that allows for customized questions and open-ended fields for answers to be input by a user. 

HASC The common name/acronym for the Health and Safety Council. A non-profit operating in Pasadena, Texas since 1990 that trains contractors primarily within the petrochemical and oil and refinery industry to provide safety and skills training. 

Learner or Trainee Usually a contractor for the petrochemical and refinery industry who has come to HASC for safety, skills, or compliance training to support their work in the field environment. 

Long-Term Memory Learning or recollection of events that are stored over an extended period of time. 

Proctor An HASC employee tasked with helping contractor trainees navigate CBT courses without providing information that could lead the learner to answer questions or finishing courses other than how they would naturally answer or finish them. 

VR The acronym for Virtual Reality; 3D, immersive technology that provides interactive simulations for the learner.

Theoretical Perspectives and Frameworks

This study focuses on a constructivist approach to learning. Using this approach, HASC hopes to inspire a transformative learning moment leading to a decision-making/social appeal to action and inspire participants to keep themselves and other contractors on the work-site safe. A constructivist approach to autobiographical memory development is the best theoretical framework for this study since it utilizes many of the concepts expressed by Holland and Kensinger's (2010) work on emotion and autobiographical memory. In their study, the researchers found that emotional arousal, irrespective of valence, positively impacts memory construction (Holland & Kensinger, 2010). Additionally, in their study, the authors determine that multiple reinforcement episodes of similar events lead to a reconstruction of the learning objective for the learner (Holland & Kensinger, 2010). Thus, the emotionally resonant videos HASC displays as a part of this study should serve as an emotional cue for the participants and as a reinforcement mechanism for the learning objectives.


There are many studies that focus on video as more than just a passive relayer of information and instead center on how video and VR can be utilized as a constructivist educational tool (Lee & Sharma, 2008; Cameron et al., 2008; Beckam & Watkins, 2012). All of these studies focused on innovative video and technological tools for learning that allowed participants the opportunity to develop their understanding of concepts based on their own foundations, a key in constructivist theory. The exercises that the HASC learners and study participants will be using are built on a framework of understanding foundational elements of confined space entry. The exercises allow the participants to build on this foundation and succeed or fail based on their understanding of the situation in the exercises and learn from their mistakes and build confidence for working in the field in real-life situations. As the emotionally resonant videos are a part of the VR exercises, the participants will use the videos as further building blocks to construct their understanding of the concepts in training. 

Additionally, there has been evidence that both a social constructivist framework and a constructivist theoretical framework can work to influence social and environmental aspects and increase awareness. Karahan and Roehrig (2014) found that while working with participants using constructivism and social constructivism frameworks led to a greater degree of understanding and awareness of environmental issues. As HASC's intent is to help learners become more aware of safety concerns in the field and dangers of confined space work, and as all confined space work requires teams of people and social interaction, a constructivist theoretical framework becomes the perfect foundation from which to build. 

Methodology 

The methodological approach for this study is focused around a single instance, open-ended, qualitative interview study of the participants who take part in the course immediately after their interaction with the emotionally resonant videos. According to DeMarrais and Lapan (2003), "qualitative interviews are used when researchers want to gain in-depth knowledge from participants about a particular phenomenon, experiences, or sets of experiences" (p. 52). Additionally, DeMarrais and Lapan (2003) state, "qualitative interviews rely on developing rapport with the participants and discussing, in detail, aspects of the particular phenomenon being studied" (p. 53). Therefore, the interviews that we will use for this study will rely on creating a conversation with the participants and allowing the participants to speak about the videos and the emotional impact the videos may have had on them, rather than focusing on the training as a whole.  


This methodology was selected for multiple reasons. First of which is the limited access that HASC proctors who will act as interviewers have with HASC learners who will make up the participant pool. Although the participants will be onsite taking the course for over 30 minutes and may be onsite at HASC for several additional courses, the opportunity the HASC staff will have to interview each participant is limited. Additionally, there are few feedback mechanisms provided for interaction between the participant and the staff after training is complete, meaning that once an HASC learner leaves the HASC campus, there is little to no interaction with the participant until and unless that learner returns for more training. The opportunity to interview learners immediately after the course is not only one of the few opportunities the staff would potentially have to talk to the learner, but additionally, the emotionally resonant videos will be fresh in the participants' minds since they will have just completed the training. Although a series of interviews over a longer period of time might provide more useful information for this study, the limitations of HASC's course delivery process and access to the participant are limited, so a one-time interview has been selected as the methodology. 

Finally, as DeMarrais and Lapan (2003) state, "power issues, whether or not those involved in the study recognize them, are central to relationships between the researcher and researched" (p. 65). The learners are cognizant that the proctors are staff at HASC and could potentially affect their course completion. As this open-ended interview will be taking place after the confined space course with the VR exercises and emotionally compelling videos, the proctors will be briefed on the importance of letting the learner know that the participants' answers to the interview questions will in no way affect their course completion and is being done as a part of an internal HASC study. Additionally, the learners will not ask for names or contractor company names and will tell the learner that any participant answers will be recorded and analyzed anonymously. These factors should allow the learner to feel more comfortable sharing their feelings regarding the videos and more comfortable continuing the conversation. 


Although there could be a better methodology for collecting data, one that allows for more reflection by the learners or that provides for one interviewer rather than potentially dozens of proctors acting as interviewers, the limitations of the HASC CBT delivery process do not allow for that type of methodology. HASC's course delivery process allows for a large number of potential participants because HASC hosts hundreds of potential candidates for participation every day. However, as stated, HASC can not easily keep them or interact with the participants after the course is complete and hope to get valid answers. Other studies have proven that HASC learners' willingness to engage in research after leaving the campus is about 12% (Health and Safety Council, 2020). This methodology of having a conversation with the participant immediately after the course was selected for all of these reasons. 

Methods

The specific method of data collection for this study is centered around an open-ended, semi-structured interview of the participants who take part in the course. Participants of this study will take the course with the emotionally resonant video in a computer lab at HASC in a quiet environment, watched by a trained proctor. The proctor provides instructions when necessary and helps with interviews after the course is completed. The interview questions that will be the framework for the proctors' field notes are designed to assess the participants' reactions to the emotionally resonant videos, not determine if the learning objectives were understood. The research questions focus on the potential impact the videos had on the participants and how the participant might think the videos will affect their work in the field. For this reason, the interview is focused on the participants' experience and expectations following the watching the videos, not the information transfer via the course. 

The interview questions include:

1. What did you think of the video at the end of the exercise? How did it make you feel to watch it?

2. Do you feel that the video will help you remember the training? Why or why not?

3. What impact other than remembering the training do you think the video might have?

4. What did the video make you think about when you watched it? 

5. What does it make you think about now when you think about the videos?

6. In what way, if any, do you think the video will change or not how you work in the field at your job?

7. Did You like the video? Would you like to see others like this as a part of your training? Why or why not?

These interview questions are designed to help answer the research questions and purpose. The proctors will be encouraged to allow the participants to discuss the participants own thoughts on the video and how the videos make them feel. Proctors will be encouraged to ask the participants to expand on their answers and allow them narrative freedom to discuss the impact at length in their own words. Interviews will last between 10 and 15 minutes and will be recorded on a Google Form that has been developed to facilitate the proctors' interviews and capture field notes from the participants. Each proctor will have access to the questions through this Google Form and open-ended fields within which to write notes on the participants' answers. The Google Form also has a field for proctors to record their own thoughts and feelings about the participant, about the participants' answers, and to capture the proctors' impressions about the interview. 

Additionally, although the proctors will be able to capture written responses to the questions via the Google Form, the proctors will also ask for permission from the learner to audio record the entire interview. The recording device is an embedded application within the tablet used by the proctor that also hosts the Google Form application. The purpose of the audio recording will be to allow the primary researcher the opportunity to hear the participants' responses without them having been filtered through the proctor's interviewers via the Google Form submission. This will allow for a more critical analysis of the answers provided by the participants. Participants who do not agree to the audio recording will have their answers recorded on the Google Form as described above. 

Analysis of the results will begin immediately in order to ensure that proctors are capturing data correctly. The targeted number of participants for data collection is 10 participants. Based on the frequency that HASC delivers this type of training course, collecting data from 10 participants should take two weeks. Data will be analyzed by first listening to the recorded interviews and comparing them with notes to find relevant or experiences that adequately discuss the feelings of the participants in terms of their reactions to the videos.

Limits and Possibilities of the Study

Some of the limits of this study include factors that could influence data collection by way of the proctors and the participants and the frame of mind and expectations of the participants. There are several ways in which the data collection from the proctors could provide poor data or data that is less rich in its exposition. Additionally, due to the rarity of HASC conducting experiments of this type, HASC learners are not typically used to being participants in studies. This unfamiliarity could affect the deepness and richness of the participants' responses as well. 


HASC proctors are not experienced interviewers. In most cases, the proctors at HASC are younger than twenty years old and have little to no experience collecting data from HASC learners. Although the proctors will be briefed on the importance of allowing study participants the chance to discuss their impressions of the videos in their own terms, there is a chance that proctors may not have the patience or skill to elicit information of this type from the participants. Additionally, if participants do not consent to be recorded, the data collection tool in Google Forms, as the Google Form is limited to text and does not allow for capturing emotions and feelings. In this methodology, the Google Form acts as a vehicle for capturing the field notes from the observer, the proctor. These are good because they help to capture the event as it happens but have disadvantages in that there is data loss when capturing field notes (Tessier, 2012). Although audio recordings are a better tool for creating a transcript, there is also a level of richness and color that can be found in digital audio or video recordings as well (Tessier, 2012). It would be ideal for this study to have just one interviewer, in this case, the primary researcher, collect all interview data from the participants' live and transcribe the participants' experiences and impressions without the go-between of a proctor. However, this is not possible considering the limitations of the HASC delivery mechanism. Having field notes via Google Forms, a possibility of digital audio recordings allows for the best possible data collection methodology considering the limitations of the HASC training environment and the acceptability of the participants. 

Another area of potential limitations in terms of being able to capture the participants' reactions and experiences at HASC. HASC learners are not typically asked to take part in surveys or interviews following the completion of courses. Being confronted with questions is outside the normal course of training that HASC learners have come to expect. This detour from the normal delivery process could influence the participants to mask their emotions and experiences from the proctors. Additionally, the participants might tell the proctors what they think the proctors want to hear rather than focusing on their actual lived experiences with the videos. This would skew and could potentially obscure the effectiveness of the videos from the researchers. 

The information gleaned from this study could provide new information on using video training from which HASC can build and support the mass delivery of their training. If HASC can determine through this study that providing emotional resonance through videos greatly enhances training efficacy for HASC learners, then other training of this type could be developed and delivered. HASC has a team of videographers and illustrators that could create more emotionally resonant training tools. Additionally, if HASC can prove that the training we deliver is more impactful and meaningful, can inspire more long-term memory development of the learning objectives for the learner, and promote positive change in the industry and on work-sites then HASC can be seen as a leader in the industrial training community and continue to grow and deliver valuable training. The majority of training in the industry that HASC supports is delivered without emotional resonance, via CBT, without video. If this study proves that video and emotion is a valid delivery technique for more engaging and effective training, then development and delivery of training could benefit across the industry, as well as within HASC.


Finally, constructivist training methodologies are not as widely used and accepted in HASC's training deliverable as other more passive forms of training. If HASC can prove through this study that training methods that are focused on and built on a constructivist theory are more impactful, then other courses can be developed and delivered using these techniques. As Lee and Sharma (2008) state in their study regarding developing constructivist theory in training, "it is possible to create engaging and stimulating activities for students that draw upon their resources as active learners" (p, 3). Finding ways to engage students beyond encouraging them to be passive receivers of information is the goal. The results of this study could help build the case for more training of this type being developed and delivered by HASC. However, there will not be an opportunity to determine if any change has taken place after the training once the participants return to work. One aspect of this research is a social appeal to action to increase awareness of dangers at the job site. The limitations of the interactions that HASC has with the participants while at the job site preclude any ability to discuss how work practices changed because of the training that the participants took, but instead are limited to how participants believe their work practices may change. This is a limitation but one that can not be overcome within this study.

Subjectivity Statement

Bhattacharya (2017) writes that "how well a qualitative researcher can achieve a depth of understanding is contingent on the relationship the researcher makes with the participants, the quality of data collection, and the researcher's analytical skills, informed by his or her positionality" (p. 36). With this in mind, it's imperative that researchers understand their relationship with the participants of the study, as well as the relationship between the study components and the researcher as well. Part of this understanding, according to Peshkin (1988), is knowing that researchers "should systematically identify their subjectivity through the course of their research (p. 17). As the primary researcher and an employee and leader at HASC, I have a vested interest in developing tools that increase the effectiveness of our training courses. This interest has the possibility to skew the data analysis and discussions from this research. Additionally, the primary data collection resource for this research are HASC proctors through the use of an interview and data capture via field notes and digital audio recordings. They too, as employees of HASC, have a vested interest in providing successful training methods and could skew data through that interest. An obvious example of power and privilege is that the proctors will hold the perceived power of passing or failing the participants' courses. Participants will be in the midst of a training day that might include many courses, and participants could perceive that their answering the proctor's questions is a part of or directly linked to their completing and perhaps passing their training courses. This perceived power could have an effect on the dynamic between the proctors and the participants for the study and change the expression of the experience that the participants discuss with the proctors. 


Another limitation of this study design is the qualitative nature of the study. The perspective of the participants will be more operationally focused. In most cases, HASC learners are motivated to quickly get through training courses so they can go back to work. This study intends to focus on the richness and color of the training rather than on graded completion or speed of completion. This disparity between the typical HASC learner experience and the focus and intent behind this study could muddle and confuse the data collection and eventual analysis. As mentioned in the methodology section, the proctors will be briefed on the need to coax deeper discussions on emotions and feelings regarding the videos from the participants, but the participants' habits at taking training at HASC, with a focus on speed of completion and graded completion could yield data that is not worthwhile, or that does not represent the impact of the video effectiveness. 

Finally, there is the perspective that I, as the primary researcher, bring to the study design and data analysis. Having over twenty years of safety and training experience may shift the perspective that I have with learners' data. The emotionally resonant videos focus on a safety aspect of training but not on a procedural or process aspect. Many of HASC's learners have significant work experiences, especially with processes and procedures. HASC's learners, and therefore the participants of this study, have less experience in safety or consequences of poor safety operations, especially in a video format. This lack of familiarity with safety consequences could cause the participants to be less confident in their responses to the proctors conducting the interview, and HASC might retrieve less relevant and less rich responses from the participants because of this disparity. 

Summary/Conclusion

For over twenty years, HASC has worked to find more effective means of training workers in the petrochemical and oil refining industry and to understand learners better. By adding an emotional component to training, showing learners what has happened to others who did not follow procedures correctly, showing how others' injuries affected their loved ones, HASC hopes to make learning more poignant and resilient—making memories sticky so that the learners take what they have learned from HASC's training and use it in the field. Proving this is a valid technique in these instances will make training more effective and yield a safer work-site.  Presently, HASC is one of the 27 safety councils in the Association of Reciprocal Safety Councils (ARSC) network. No other council within this network has published or performed any studies on the effectiveness of providing emotionally resonant videos to augment traditional CBT training. Continuing to research and refine the effects of VR and videos on our learners and our industry makes HASC a stronger, more competitive council and will benefit the contractor community. 

Although this is the second study that our organization has performed, it is the first that is focused on a qualitative analysis of the participants. Some of the challenges that we must be sure to address are those that were discussed in the subjectivity and limitations sections: (a) ensuring that the interview questions do not limit the freedom of discussion the study needs to analyze the depth of emotion and feeling from the participants and (b) providing an atmosphere where the participants feel free to discuss their experience openly and freely. 


HASC has performed a study of VR training and has started work on using a more constructivist approach to learning and showed that CBT training with VR exercises increased long-term memory development for the participants of that study (Health and Safety Council, 2020). Providing emotionally resonant videos with VR training to add to HASC's traditional CBT training should have similar quantitative results. The purpose of this study, however, is not to prove an increase in long-term memory development but rather is to hear from the participants how the emotionally resonant videos impact the participants and how applying emotion to training might lead to more effective learning for HASC's learners. 

This study of the impact of emotion in the video provides a unique opportunity for HASC to help not just the long-term memory development of their learners but also in assisting the industry and community as well. HASC's mission is to find the most effective training tools and techniques to improve worker safety (Health and Safety Council, 2006). The chance to provide more effective training and encourage workers to look out for others while at their work-sites can improve worker training and improve the industry's safety culture. 

References

Anderson, L., & Shimamura, A. P. (2005). Influences of emotion on context memory while viewing film clips. The American journal of psychology, 118(3), 323–337.

Beckem, J. M., & Watkins, M. (2012). Bringing life to learning: Immersive experiential learning simulations for online and blended courses. Journal of Asynchronous Learning Networks, 16(5), 61-70. 

Bhattacharya, K. (2017). Fundamentals of qualitative research: A practical guide. Left Coast Press.

Bréchet, L., Mange, R., Herbelin, B., Theillaud, Q., Gauthier, B., Serino, A., & Blanke, O. (2019). First-person view of one’s body in immersive virtual reality: Influence on episodic memory. PloS One, 14(3), e0197763.

Briant, K. J., Halter, A., Marchello, N., Escareño, M., & Thompson, B. (2016). The power of digital storytelling as a culturally relevant health promotion tool. Health Promotion Practice, 17(6), 793–801.

Brown, R., & Kulik, J. (1977). Flashbulb memories. Cognition, 5(1), 73–99.

Cameron, I., Crosthwaite, C., Norton, C., Balliu, N., Tadé, M., Hoadley, A., Shallcross, D., & Barton, G. (2008). Development and deployment of a library of industrially focused advanced immersive VR learning environments. Advances in Engineering Education, 1(2). 

Colombo, S., Nazir, S., & Manca, D. (2014). Immersive virtual reality for training and decision making: Preliminary results of experiments performed with a plant simulator. SPE Economics & Management, 6(04), 165–172. https://doi.org/10.2118/164993-PA

Diemer, J., Alpers, G. W., Peperkorn, H. M., Shiban, Y., & Mühlberger, A. (2015). The impact of perception and presence on emotional reactions: a review of research in virtual reality. Frontiers in Psychology, 6, 26.

DeMarrais, K. B., & Lapan, S. D. (2003). Foundations for research: Methods of inquiry in education and the social sciences. Routledge Member of the Taylor and Francis Group.

Gavish, N., Gutiérrez, T., Webel, S., Rodríguez, J., Peveri, M., Bockholt, U., & Tecchia, F. (2015). Evaluating virtual reality and augmented reality training for industrial maintenance and assembly tasks. Interactive Learning Environments, 23(6), 778–798.

Health and Safety Council. (2006). Vision and Mission Statements. https://www.hasc.com/about-hasc/vision-mission/

Health and Safety Council. (2020). Gauging Effectiveness of 3D VR for Memory Retrieval. Retrieved October 10, 2021, from https://drive.google.com/file/d/1jvogEWVVL7BLQSZ08bab9S1RGS-llAwN/view?usp=sharing

Holland, A. C., & Kensinger, E. A. (2010). Emotion and autobiographical memory. Physics of Life Reviews, 7(1), 88–131.

Jensen, L., & Konradsen, F. (2018). A review of the use of virtual reality head-mounted displays in education and training. Education and Information Technologies, 23(4), 1515–1529.

Karahan, E., & Roehrig, G. (2015). Constructing media artifacts in a social constructivist environment to enhance students' environmental awareness and activism. Journal of Science Education and Technology, 24(1), 103-118. 

Knörzer, L., Brünken, R., & Park, B. (2016). Emotions and multimedia learning: the moderating role of learner characteristics: Emotions in multimedia learning. Journal of Computer Assisted Learning, 32(6), 618–631.

Kuriyama, K., Soshi, T., Fujii, T., & Kim, Y. (2010). Emotional memory persists longer than event memory. Learning & Memory (Cold Spring Harbor, N.Y.), 17(3), 130–133.

Lee, K. J., & Sharma, M. D. (2008). Incorporating active learning with videos: A case study from physics. Teaching Science, 54(4), 45-47. 

Marín-Morales, J., Higuera-Trujillo, J. L., Greco, A., Guixeres, J., Llinares, C., Scilingo, E. P., Alcañiz, M., & Valenza, G. (2018). Affective computing in virtual reality: emotion recognition from brain and heartbeat dynamics using wearable sensors. Scientific Reports, 8(1), 13657.

Moore, S. A., Roth, R. E., Rosenfeld, H., Nost, E., Vincent, K., Rafi Arefin, M., & Buckingham,T. M. A. (2019). Undisciplining environmental justice research with visual storytelling. Geoforum; Journal of Physical, Human, and Regional Geosciences, 102, 267–277.

Oil and gas extraction - hazards. (n.d.). Osha.Gov. Retrieved October 9, 2021, from https://www.osha.gov/oil-and-gas-extraction/hazards

Peshkin, A. (1988). In search of subjectivity—one’s own. Educational Researcher (Washington, DC: 1972), 17(7), 17–21.

Schöne, B., Wessels, M., & Gruber, T. (2019). Experiences in virtual reality: A window to autobiographical memory. Current Psychology (New Brunswick, N.J.), 38(3), 715–719.

Spiegel, S. J., Thomas, S., O’Neill, K., Brondgeest, C., Thomas, J., Beltran, J., Hunt, T., & Yassi, A. (2020). Visual storytelling, intergenerational environmental justice, and indigenous sovereignty: Exploring images and stories amid a contested oil pipeline project. International Journal of Environmental Research and Public Health, 17(7), 2362.

Steffes, E. & Duverger, P. (2012). Edutainment with videos and its positive effect on long term memory. Journal for Advancement of Marketing Education, 20. 1-10.

Tessier, S. (2012). From field notes, to transcripts, to tape recordings: Evolution or combination? International Journal of Qualitative Methods, 11(4), 446–460. https://doi.org/10.1177/160940691201100410

Tyng, C. M., Amin, H. U., Saad, M. N. M., & Malik, A. S. (2017). The influences of emotion on learning and memory. Frontiers in Psychology, 8, 1454.

Vasilevski, N., & Birt, J. (2020). Analysing construction student experiences of mobile mixed reality enhanced learning in virtual and augmented reality environments. Research in Learning Technology, 28(0). https://doi.org/10.25304/rlt.v28.2329

Zlomuzica, A., Preusser, F., Totzeck, C., Dere, E., & Margraf, J. (2016). The impact of different emotional states on the memory for what, where and when features of specific events. Behavioural Brain Research, 298(Pt B), 181–187.


Tuesday, January 25, 2022

Write up of Duoethnography Findings and Researcher Reflections

The purpose of our duoethnology study is to use a phenomenology approach with a methodology that includes a series of online interviews between the participants to explore how the participants' personal histories and motivations intersect and overlap in their adult learning and careers. 


According to Sawyer and Norris (2012), "Duoethnography is a conversation – not only between people but also between people and their perceptions of cultural artifacts (such as photos) – that generates new meanings" (p. 2). It also represents a way of walking in another person's shoes and seeing the other subject's perspective of life with the hope of understanding more about the researcher's own experiences. 

This can be seen in how "Some duoethnographers have sought to gain a critical awareness of their own narratives of experience through a Dialogic process, thereby leading to a change in perspective or a restorying of a narrative" (Sawyer & Norris, 2012, p. 3). The conversations that were a part of this duoethnography project were designed to determine the similarities and differences between the two participants, Dick Hannah and Tramaine Jones, who are in the same class at Kansas State University (KSU). 

To meet the purpose of this project we, the participants, developed two research questions that guided our interviews and provided the basis for our interview questions. These research questions were:

  1. How have the participants' lives reflected the work and education they are working toward and doing now?
  2. In what ways do the participants describe their lived experiences and how those experiences have led them to their current desire to work in and succeed in their adult learning careers?

To facilitate this conversation for the duoethnography project, we first held an informal introduction where we discussed and proposed draft research questions and affirmed the research purpose. We also agreed on times, techniques, the duration of, and the form that the conversations and interviews would take place. The discussions were hosted on a Zoom online meeting platform for three one-hour-long meetings. We gave each other the opportunity to question and respond for thirty minutes during each interview session. We also agreed that the interviews should be open-ended and relaxing. Other than prompts or questions, the majority of the discussion should be provided by the respondent, not the interviewer. All conversations were recorded via the Zoom application and saved on a KSU OneDrive folder; a link to the folder can be found in the References section of this paper.

Representation of Data

Following the interviews, we shared the video recordings via the OneDrive folder so that we could each independently analyze the interviews for data. To collect and analyze data, I transcribed the videos and reviewed both the videos and the transcriptions. Following this, I plotted the data on a four-quadrant concept map to determine areas of similarity and difference. Lastly, I developed a final concept map with distinct intersections and analyzed this to help complete the research purpose.

The concept map is divided into four quadrants. Data points were subjectively gauged as smaller or larger based on my own subjective belief of the amount of time, emphasis, and strength of the discussions between Tramaine and me, as determined by the transcription and video interview data. The data points were also placed on the concept map closest to the most representative quadrant. Data that crossed between quadrants were those that had elements of both quadrant characteristics. Finally, data plotted closest to the center of the concept map were those that I felt were shared by both participants. Data plotted furthest away represented areas where the participants had less similarity. The concept map formulation without data is illustrated in Figure 1.  


Figure 2 shows the concept map with all associated data collected, plotted, and represented in the quadrants of Family, Career, Country, and Cultural Identity. When analyzing the data from the video interviews and transcripts, these four aspects of life history and characteristics seemed to be the most relevant for cataloging the data and finding similarities between the participants. The data points I plotted included (a) microagressions, (b) roots in society, (c) army, (d) education, (e) siblings, (f) homeownership, (g) fell into career, (h) KSU, (i) training, (j) patriotism, (k) salary, (l) class representation. Although we discussed other subjects other than the ones plotted, these were the most notable and allowed for the best representation of similarities and differences.

 

When analyzing the concept map with plotted data points, it is easy to see four areas where Tramaine and I intersect in terms of similarities and total amount discussed. These four areas of intersecting aspects between us are (a) KSU, (b) training, (c) patriotism (and country), and (d) education. 

 

Many of our discussions focused on family, and by looking at the concept map, all four intersecting characteristics touch on or closely touch and/or overlap with the family quadrant. Tramaine mentioned education throughout our discussions as much or more than I did. This was also mentioned in our inside-out projects. Both of us referenced our love of training in general and how we progressed through our training careers to the point where we are administrators of training programs now. Throughout all of our conversations, Tramaine discussed the pride she has in working for the executive branch of the government and how substantial she thinks her and her sister's work are. Her sister is also a civil servant who inspired Tramaine to become one herself. With this influence, as well as her father's example as an Army non-commissioned officer (NCO), it's easy to understand how Tramaine began her career supporting the government. For this reason, not just the number of times that these aspects of her life were mentioned, but also the strength with which she discussed them, led me to believe these four areas were essential aspects of Tramaine's life and the ones that most intersected with my own. 

Findings and Narrative

In my spare time, I like to write novels. Many different themes are used as paradigms for novels; among one the most popular is the comparison of opposites. I could easily write a novel with two protagonists, a rich, white child who grows up surrounded by wealth and advantages and then eschews those benefits as he grows older. The other protagonist would be a poor African-American girl from the Virgin Islands who immigrates to the United States. I would then write about how she would overcome challenges to meet her career goals. The juxtaposition of the two protagonists' lives might seem farfetched, absurd, or even impossible to believe to many readers. Still, the novel I've just outlined is what Tramaine and I discovered was a reality through our conversations as a part of this duoethnography experience. 

Two more disparate people might be partnered for this assignment, but they would be hard to find. While Tramaine is black, with an ancestry that includes the Caribbean, and grew up in poor circumstances, I have been provided with many luxuries, both in lifestyle, ancestral roots in society, and education. In addition, I have enjoyed the benefits of being not just in an upper-crust family with a long, storied history in our community and city, but also having the inherent social benefits of being white and male in our culture, which historically has led, designed, and developed by more white and male influence and in some opinions has slanted benefits toward this portion of society. Thus, in terms of appearance, gender, background, influence, and ancestry, Tramaine and I have the exact opposite experiences. Yet, despite the differences between us and because of the project purpose, we were able to find significant similarities in our lives and in our histories that help explain how we ended up at KSU together at this time. 

Tramaine is a civil servant working for the federal government, specifically for the executive branch, in a training and training administrator role. There were many family influences that led her to this career including her father, mother, and siblings. Her father was an enlisted NCO in the Army, which led to her love of country, and her desire to be a part of the government. Her sister who is also a civil servant, was also a primary motivator for this career choice since Tramaine saw her sisters success and wanted to find something similar. Finally, Tramaine's mother is the inspiration behind her desire to train. Of her mother, Tramaine said, "I would not be where I'm at today; I'll tell you that right now, I believe that she is definitely what drove my teaching and instruction style. It's driven me in my drive and my career . . . I've always found a way to connect whatever I'm doing, whether it be work or education, to my lived experiences and the things that motivate me" (Jones, 2021, p. 2).  Tramaine mentioned that these inspirations, her father, her mother, and her sister, led her to want to follow this career path. 

In contrast, although my own family is influential in the community, I do not allow my family to influence my life. Tramaine and I discovered during our conversations that I go out of my way to hide the presence of my family in my life and their influence in the community. I work directly against my family's designs and aspirations for me in terms of my education, relationships, and business. Joining the military was an act of rebellion, and making my career in a non-profit required leaving my family's business. Despite certain acceptance to one school with ties to my family, I went to the university of my choosing. Although I fell into my role and career in training much like Tramaine, there was no influence by my family to bolster or facilitate this career choice. In my case, there were many other opportunities offered to me by my family, all of which I eschewed. In both Tramaine's case, out of necessity, and in my case, out of desire, we have had to make our own way through life, and family was either an inspiration in her case or a distraction in mine. 

In terms of the similarity around KSU, both Tramaine and I have aspirations to be better trainers and administrators and value education as a way of doing that. We both see education as an avenue by which we can attain a greater standing in our organziations and look forward to the deference matriculating with a Ph.D. or Ed.D. might provide. However, there are areas where even this aspect is entirely at odds between the two of us. At one point, Tramaine discussed how earning her Ed.D. will allow her to get beyond a six-figure salary and perhaps achieve seven figures (Hannah & Jones, 2021). In my case, I sacrificed a higher paying job with a contracting company for the opportunity to work with a non-profit organization and see earning my Ph.D. as freedom from the day-to-day management duties that are a part of the job and an entry into the world of consulting. Again, while Tramaine's thoughts are on her salary, mine is on freedom. There could be an aspect of our backgrounds in this; mine being relatively well off for most of my life, while Tramaine's has been one of being less well off. Regardless, we both see KSU as a portal to providing a better life for ourselves and our families. 

Finally, there is patriotism. One of the first aspects of her life that Tramaine mentioned was her father and his being in the military. It was easy to hear in her voice her pride in her father's role and the patriotism and love of country that he embedded within her. I, too, having served in the U.S. Army as an NCO, have felt that same degree of patriotism and love of country. It was in this area that I felt the strongest connection with Tramaine. Her time as an Army brat and my time living on Army bases became one area of connection that will serve as a common thread between us in the novel I could write about opposite protagonists. Despite other areas of society finding the disparity between black and white children growing up in the eighties challenging, when discussing life in the Army, Tramaine mentioned the reality that the Army's work to integrate early and her father's advancement was more secure than they might have been in other areas of the United States (Hannah & Jones, 2021). Like Tramaine, this was a factor I noticed during my time in the military as well. 

While the above aspect might be the area where there was the greatest commonality, the area with the least had to have been the racial divide between Tramaine and myself. Tramaine, from the first conversation, described herself as having grown up poor, a part of an underrepresented class, and has been the victim of microaggressions and prejudice (Hannah & Jones, 2021). Needless to say, this portion of our conversation was difficult for Tramaine to express and challenging to traverse without tears. Equally challenging was my ability to relate to this side of her American experience. My history has been one that has not included being a victim of racial bias, and microaggressions are little more than an imaginary bogeyman rather than an actual offense. Regardless, this duoethongrapy project helped me see the world through her perspective and understand the challenges and difficulties that she experienced in her journey. It helped me empathize with this side of life. I hope, too, that by listening to my struggles to find independence from my family and the confinement of their expectations for me, Tramaine realized that there are challenges for all people that might not be seen or addressed by society. While my questions hit a nerve with Tramaine on day one, I could feel that by our final conversation, she started to understand the obstacles and challenges I might face despite the perceived luxuries that come with social status, class, and the majority skin color. 

Convention verse rebellion; change verse tradition; rich verse poor; ease verse struggle; the theme of opposites in literature is compelling and illustrative that not all things must be alike to be the same or to be successful. Tramaine and I might have completely different life stories with challenges that are entirely different and in some ways unrelatable to the other, but that doesn't mean they aren't major contributing factors in our own success stories. Much like the old archetype between the "city mouse" and the "country mouse" and both characters finding ways to value the other, I hope that Tramaine found as much to appreciate in me as I did in her. As many differences that there might be in our life stories and journeys, it is a testament to our society and culture that both Tramaine and I are in this class together as equals and working toward common goals. 

Reflections

When considering how this project has changed my views of qualitative studies in general and helped me develop a greater understanding of duoethnography, I can say that this project has had overwhelmingly positive effects in both areas. Qualitative studies are a new area of research for me and are outside of what I am comfortable presenting. I am most comfortable and confident when I have verifiable and data-driven information to deliver and analyze. This project, based primarily on conversations and discussions, is not something I have experienced before. Creating the concept map based on our conversations is not as illustrative as I would like. Still, the four-quadrant concept map I developed does represent the data that is a blend of both the qualitative and quantitative, even if the quantitative information is nothing more than quadrant titles and data points. The strength of the discussion, represented by the size of the data points, the classification of the data on the concept map, and the degree of blending between the data, is all subjective. This mixture of subjective and objective information is what I think is a strength of qualitative research. Qualitative research doesn't mean just a free discussion that must be filtered and reprocessed; methodologies, perspectives, and philosophies must be understood and utilized. This duoethnography project wasn't just a series of conversations that might or might not yield similarities. Instead, there was structure and framework that led to the results we found. 


References

Hannah, D., & Jones, T. (2021). Duethnography Interviews. email for link

Jones, T. (2021). Tramaine Interview Transcription 2. email for link

Sawyer, R. D., & Norris, J. (2012). Introduction. In Duoethnography (pp. 1–28). Oxford University Press.





Monday, January 24, 2022

Research Elevator Pitch

Every now and then we have to provide a summation of some of our work and research for my classes. In my class on Organization and Administration of Adult Education Progrms, Dr. Z is asking us to change our theoretical lens, or philosophical perspective, and determine how research in our area of expertise can be seen differently. 

The research I've decided to do is on using a social media platform for spaced practice in a classroom. My goal is to determine if using an established social media platform like Instagram provides more easily over-comable barriers to entry, greater engagement, and a better understanding of the class concepts.

Additionally, when thinking about the metaphor of Organizations as Open Systems, using the Instagram platform allows our learner's and our learning community to provide their own content and context.

Spaced practice and the testing effect have proven to have good results for learners in terms of developing lasting and resilient memories, yet this style of learning isn't utilized nor promoted in any of the classes that we offer, primarily due to the high cost. By leveraging a free platform my organization hopes to get the benefits of spaced learning, a low threshold or learning curve for the learner, and the ability to keep the training cost effective since it's already on a social media platform being used by the learner. 

The two questions I hope to answer are: 

1) Do social media interactions for spaced learning provide better opportunities for reflective learning for BOP learners than text-delivered chatbots? 

2) Does using Instagram for reflective spaced practice provide a better understanding of BOP concepts than instruction without Instagram practice sessions? 

3) Will users feel empowered to create content in the application to further theirs and other learner's understanding.

Melissa is running the experiment as we speak. I predict that the result will be the same as last year. We will have to see if this prediction is better than my last! (see HERE)

Saturday, January 22, 2022

Pursuit of Love?

I’m watching a spectacular show. The Pursuit of Love. What makes it spectacular? Is it Lily James? Or maybe Andrew Scott? If you know me you know it’s not Lily James . . . Can’t stand her. Could be Andrew Scott. He’s always good. 



Nope, it’s Dominic West. He plays “Uncle Matthew” and there have been few characters I could love more than his. 

Friday, January 21, 2022

Duoethnography

Recently I finished a duotehtnography project and had to report on my findings from it. I have a paper due soon, but the preliminary findings were interesting to say the least.



Part of the assignment was to present the data in a unique way. I'm sad to say I'm not very unique. 

I say this because I just completed my preliminary findings portion of our duoethnography project, and just finished the reading on arts based research. When I present information in my life I am always very factually driven, numbers, data, evidence, is always what I use to present information whether its to friends and family, work, whatever the case may be. 


Stepping outside of that comfort zone is tough. My mind speaks in certain ways, and I've become comfortable with that language. Presenting information in a concept map is the most "outside the box" thinking I usually do. 


In this project I tried to do a bit more. Nope, it wasn't a dance, it wasn't a song, not even a movie or a clip. It was just a more subjective concept map. I tried to push the boundaries of what I could do and think, and the best I could do is make a more subjective concept map. Now, initially I was somewhat discouraged by this realization. 


Then I realized that it's a baby step. Before this class or this assignment I would have presented a table of findings with evidence that could be traced back and counted and verified. Pushing the boundaries for me is being more subjective in my concept mapping. Heck! Even concept mapping is something that before two classes ago I would not have been comfortable with. Outlines, tables, bulleted lists . . . . that's my happy place. 



Concept maps? WAY too far outside the lines for me to color. So, I'll take a further evolution of my concept mapping as a golden nugget moment. Compared to some my working outside the comfort zone may seem jejune or limited, but for me this is a huge step. Even baby steps can lead to bigger steps and a longer journey.

Thursday, January 20, 2022

Another Nugget

My nugget this week is a bit ambiguous, a tad ethereal. It has to do with the development of our final papers through the DFL assignments and the work we've been doing. 



I inserted the research questions into this "Part 2" assignment and started to recognize how I had shifted perspectives, changed and edited the questions, and refined the questions to more completely address the work and study that I'm doing. There are some distinct changes, in vocabulary mostly, "participants" instead of "learners" etc. Then there are some discrete changes in terms of how I'm writing about it and the scope and scale of the study. All of this is like chipping away of marble when sculpting a statue, and its fun to see the evolution and the change taking place.


Wednesday, January 19, 2022

Critical Writing

The nugget for this week dealt with our reading in deMarrais and Lapan (2004) on the power of narrative. I had a hard time reading Dr. Johnson-Bailey's chapter for many reasons. 



First of which, although I was excited by the aspect of hearing how narrative could play a part in understanding study participants, the work quickly devolved into a critique of how no narrative can be truly representative of the selected participants because of the differences between the studied to the studier.

It seemed as though no matter who the studier might be, to Dr. Johnson-Bailey, there could be no valid analysis or study because of the many different variables that make up the studier's personality, perspectives etc. The second frustration I found was that by the end of the chapter, Dr. Johnson-Bailey wrote that it's the researchers task to walk as fine a line as possible and create a study that is as close as possible to be valid. 

She writes, "but then there are those fortuitous instances when all the margins are traversed, the inevitable biases contained, and the fortunate story, told well, reverberates universally" (p. 138). This tends to undermine everything she wrote in the chapter about how bias would inevitably be a part of the work and undermine it's usefulness. It's a very negative view of the potential research opportunities provided to researcher. 

Dr. Liang discussed how this is typical of most critiques, and that critiques are often much easier to write. Knowing this provided me a footnote of understanding to the entire article. 


Tuesday, January 18, 2022

More CRT

I've written about this before (HERE and HERE) but it came up again in a Facebook post I wrote the other day. My neighbor was getting pummeled so I thought it worthwhile to speak up.


In truth, when I read that Brookfield chapter, not only did I lose a ton of respect for the man, but I also started to realize that this had been taught in higher education for years. It made me realize how pervasive this social engineering had been at the college level, and why we had so many nuts around the country now days. 

What's troubling is that I'm getting this social engineering in a Ph.D class. Can kids in high school or middle school understand it and stand up for their beliefs at younger ages? I don't think so. I'm glad to see that there is some push back against it at those levels (see HERE and HERE).


I look at the fact that in my class on Qualitative Analysis I have to apply critical theory to my article reviews in terms of race, indigenous people, or feminism and I realize that my professor has been forced to apply these social engineering perspectives into our assignments; whether it fits there or not. Those perspectives do not fit my research at all, yet some how I'm being forced to fit my work into those views. Ridiculous.

Next semester I have to take an entire class on Social and Critical Justice Issues. It's a requirement that I take that class. Why? The cultural moment within which we live demands it. Would I rather focus on how learning effects our clients? How the workers we support want to get effective training? Yep. But instead I have to take time to learn more about critical and social justice issues. I'm not looking forward to it. It's a tangent that doesn't mean much to my research and truthfully, I doubt I'll get much out of it. 

Monday, January 17, 2022

More CRT and DEI in Class

We were asked recently in a class to provide a review of articles on our area of interest, mine is generating emotional resonances using video in computer based training. The twist, and this is a sop to DE&I and CRT that our society is experiencing (don't let anyone tell you it's made up), 3 of the 5 articles had to be focuses on how diversity, criticality, feminism and/or indigenous people are effected by our work. 


Mine, it seems to me, is pretty much unburdened by these demands. I don't care what color skin you have or where you come from. All I care about is making you safer in the field. And specific to this case I care about whether or not the video's I show you are creating emotion that will develop long-term memories. 

Regardless, in order to get the A, I found some articles. 

REFERENCE

Kosterelioglu, I. (2016). Student views on learning environments enriched by video clips. Universal Journal of Educational Research, 4(2), 359–369.

Theoretical Perspective

This study focused on a constructivist approach to learning.

Key Tenets

The study used video clips as augmentation devices for classroom teaching to determine how videos affected students in four primary themes; course and learning objective permanence, class participation, student attitude, and overall achievement.

Notable in reference to the research that I'm doing, the study found that video clips to help student engagement led to "improving memory in learning" by 27% (p. 359).

The study notes regarding video as a useful tool for classroom studies that "clearly, videos are appropriate to the nature of today's youth and can be used educationally as practical implementations in current classrooms" (p. 359).

"Research results on the educational use of videos shows that use of video or multimedia materials in education increases learning" (p. 360).

"The more senses that are used in the learning environment, the easier and more meaningful the learning will be" (p. 360).

"Content is more meaningful and strengthens learning by allowing associations between the material in the video and other situations" (p. 360).

Key Scholars

Mitra, B., Lewin-Jones, J., Barrett, H., and Williamson, S.

Berk, R.A.

Greenberg, A. D. and Zanetis, J.

Dale, E.

Theory Reflection

We are using videos to help emphasize how improper work procedures can affect the learner, his friends, and his family. By using video, which can add meaning, we hope to strengthen the memories that are made during the training.

There are areas where this study does not align with our own, specifically in the fact that this is more pedagogical, while my area of interest is andragogy. However, within our learning cohort, there are areas of overlap. This study focused on first-year undergraduate students, which would make the participants about 20 years old. There are workers within our learning audience who are around 20 years old, especially those entering the workforce for the first time. Finding ways to more effectively engage these workers would be worthwhile.

Methodology and Method

This study utilized a qualitative methodology that included a descriptive analysis via semi-structured open-ended question questionnaire.

This study focused on the effectiveness of video following the work of Greenberg and Zanetis, who studied the effectiveness of video for learning.

REFERENCE

Moore, S. A., Roth, R. E., Rosenfeld, H., Nost, E., Vincent, K., Rafi Arefin, M., & Buckingham, T. M. A. (2019). Undisciplining environmental justice research with visual storytelling. Geoforum; Journal of Physical, Human, and Regional Geosciences, 102, 267–277.

Theoretical Perspective

This study utilized critical visualization via an "undisciplined" approach.

Key Tenets

This is a great study about using the power of different media, including video, to help others understand the challenges of hazardous waste in our society and how best to deal with hazardous waste.

The study was primarily about how to use and harness variety to find the best, most effective means to engage and communicate.

"In our case study, which follows, we demonstrate how storytelling generates new insights about the waste landscape and environmental justice not only at the end of analysis but during it (e.g., Lepawsky, 2016)" (p. 268).

"The collective and collaborative effort of applying diverse epistemological approaches, skill sets, and interests to one common problem or object in a way that expands avenues for investigation, rather than seeking consensus or converging on one answer to a pre- defined research question" (p 267).

"A storytelling approach reinforces the role of small, curated datasets in EJ research (Burns and Thatcher, 2015), as a researcher must leverage their situated understanding to cull small stories from larger datasets. Such an approach enables researchers to humanize the data" (p. 268).

Key Scholars

Pearce, M. W.

Kelly, M. A.

Crampton, J. W., and Krygier, J.

Lepawsky, J.

Theory Reflection

Although this article focuses more on the story "teller," it does provide evidence of using video in more unique ways to create greater impact for the viewer. This is something we are trying to achieve by using video with VR in a unique, emotionally resonant way.

One appealing aspect of this study was the way they used the participants' and the participants' ideas to map out the most effective way to engage the learner. Finding a way to use our learners' ideas to make training more effective harnesses both the creative capabilities of our participants and learners but also makes it more likely that we will be speaking more directly to our learners using their voice.

Methodology and Method

This study utilized interviews and observation as well as a design challenge to allow for competition. Much of the "undisciplined" approach is based on the work of Star and Griesemer, Galison, as well as Kitchen and Dodge who studied collaboration within science and technology studies.

The study also utilized a case study approach with multiple cases and people interviewed one year later.

REFERENCE

Spiegel, S. J., Thomas, S., O’Neill, K., Brondgeest, C., Thomas, J., Beltran, J., Hunt, T., & Yassi, A. (2020). Visual storytelling, intergenerational environmental justice, and indigenous sovereignty: Exploring images and stories amid a contested oil pipeline project. International Journal of Environmental Research and Public Health, 17(7), 2362.

Theoretical Perspective

This study utilized the cognitive process as a theoretical perspective with critical investigation of indigenous cultures.

Key Tenets

This study focused on indigenous people of the pacific northwest in Canada and how they, the participants, also indigenous people, could be engaged in and help others understand their culture through the use of visual storytelling. The participants used cameras and group interaction via gallery exhibitions to transfer their learning and cultural and social ways.

Like the other study in this review on hazardous waste, this study used the participant's creativity to help find practical solutions for transferring information.

"Our approach draws on the premise that cultural values in landscapes can powerfully shape a “sense of being and belonging” and collectively shared feelings of hope, nostalgia, loss, and intergenerational change. This approach dovetails with work on place attachment that highlights various cultural constructions of place meaning and affective and cognitive processes through which the attachment is expressed" (p. 4).

"Critical feminist visual methods have been developed with the aim of situating visual representations within anti-colonial epistemologies and storytelling that can radically reverse the power relation between academics and so-called research “subjects” (p. 2).

"The early developers of ‘photovoice’ methodologies articulated three main goals around this technique [16]: (1) provide stimulus for active dialogue within a community; (2) create a safe environment for critical reflection, and; (3) promote social change, through informing the wider public and policymakers" (p. 14).

"Stories are crucial to social change; moreover, storytelling has always been a major part of indigenous cultures" (p. 15).

Key Scholars

Hansen, A. and Machin, D.

Castleden, H. and Garvin, T.

Liebenberg, L.

Catalani, C. and Minkler, M.

Theory Reflection

This article discusses the power of photo-voice storytelling and focuses primarily on the storyteller's power to communicate via video and photo. It does offer some information on the power of photo and videos to help explain indigenous peoples' struggles and challenges with the oil industry.

As we deal with minority groups and, in some cases, minorities at HASC, it's important to understand the downstream effects of our work; doing so via video might make it more effective. Like the hazardous waste study, if we can find ways to use our own learners' voices and ideas, then we have a better chance to more effectively engage our learners.

Methodology and Method

This study utilized a qualitative methodology that included group meetings with the community to discuss photovoice activities and share findings among the group.

REFERENCE

Pennock, P. H. (n.d.). Using video clips to implement multicultural topics of science and nature of science into a biological content course for pre-service teachers- an action research project. Eric.Ed.Gov. Retrieved October 20, 2021, from https://files.eric.ed.gov/fulltext/EJ1171919.pdf

Theoretical Perspective

This study utilized interventionist strategies which included multicultural lessons as well as a transformative approach with a decision-making/social action approach.

Key Tenets

This is a good article written in the first person by a teacher hoping to bridge gaps in classrooms in terms of race and racial understanding using video to bridge those gaps.

"Introducing controversial topics by way of videos is a familiar tool used in educational settings (Baharav, 2008; Rodrigues, Smith, & Ainley, 2001; Roskos-Ewoldsen & Roskos-Ewodsen, 2001). According to Denning (2000), videos are a “…powerful communications medium which, in combination with other learning resources and instructional strategies, can perform a vital role in modern education” (p. 1)" (p. 3).

"Learning effectively through videos cannot be accomplished without reflective thinking on the part of students. Dewey stated, “Reflective thinking is an active, persistent, and careful consideration of a belief or supposed form of knowledge, of the grounds that support that knowledge, and the further conclusions to which that knowledge leads” (Reflective Thinking: RT, n.d., Paragraph 2)" (p. 4).

"Incorporating multicultural video clips is not without risks. As evident in the first clip, students may feel overwhelmed and confused when presented with highly controversial information about race initially. One suggestion is that the instructor could present clips from least to most controversial during the length of the study" (p. 24).

Key Scholars

Denning, D.

Dewey, J.

Banks, J. A.

Theory Reflection

This, like other studies, shows the capabilities of learning effectively and engaging learners using video. Additionally, it focuses on the importance of reflective thinking after the video to make those memories fixed. This is something we need to consider and make use of in our video exercises.

Additionally, the focus of this article is on multicultural education. Although the great majority of our learners are white and male, we need to ensure that HASC is creating and delivering training for all workers regardless of their race. Being able to develop a video that bridges racial gaps would be a worthwhile investment of study and time.

Methodology and Method

This study utilized qualitative data analysis and interview questions.

This study focuses heavily on Banks' ethical and moral implication of teaching multicultural topics and uses video as the means of communicating it.

REFERENCE

Smeda, N., Dakich, E., & Sharda, N. (2014). The effectiveness of digital storytelling in the classrooms: a comprehensive study. Smart Learning Environments, 1(1). https://doi.org/10.1186/s40561-014-0006-3

Theoretical Perspective

This study focused on a constructivist approach to learning.

Key Tenets

This study focuses on the power and poignancy of storytelling to foster collaboration, personalize learning, and enhance engagement.

The study found that participants were more engaged and that students' engagement was highest with video presentations. Students engaged more when they were involved with digital storytelling as a presentation tool.

"Storytelling, in general, is a powerful pedagogical approach that can be used to enhance learning outcomes for general, scientific and technical education (Sharda [2007])" (p. 2)

"Digital storytelling is a powerful model for creating constructivist e-Learning environments" (p. 6)

Key Scholars

Hill, W. F.

Dupain, M. and Maguire, L.

Thorndike, E., Pavlov, I. P., and Skinner, B. F.

Jung, E. J.

 Theory Reflection

Our videos attempt to tell a story of the hazards to help engage the learner in the victim's life and make the training more real to them. They can build on what they've seen and heard before about these hazards and procedures.

Unlike this study, however, our participants will be passive observers rather than active builders of the videos and stories. Although the HASC VR videos tell a story, in our case, a tragic one, the participants will be reviewers and viewers. This could affect engagement levels since the participants will not be directly involved in creating the story or the video content.

Methodology and Method

This study utilized a mixed qualitative and quantitative method that utilized interviews and observation as well as case studies with multiple cases.

This study focused heavily on Dupain and Maguire's studies regarding the effective use of digital technology in the classroom, especially in terms of learner creativity and