Categories derived from the interview data
Table 1 depicts that the study obtained six major categories with the first four major categories containing seven, five, two, and five medium categories, respectively. In addition, a few of these medium categories contained smaller subcategories.
Table 1.Categories derived from the interview data
Level of categories
|
|
Major
|
Midium
|
Small
|
No. of participants with narratives
|
1.Issues, coping, and interpersonal relationships specific to field research
|
|
|
|
(1) Unplanned events
|
|
7
|
|
(2) Arrangements and attitudes in conducting the research
|
(a) Acting without planning in advance, (b) Behavior reflecting his/her attributes, (c) Being well prepared, (d) Just trying things out, (e) Long-range planning, (f) Letting things happen, (g) Sense of getting by, (h) Persistence and stepping ahead, (i) Never giving in, (j) Never overreach, (k) Never do anything reckless, (l) Responding flexibly
|
10
|
|
(3) Data collection and analysis
|
(a) Recording and analyzing by trial and error, (b) Keeping a steady record
|
9
|
|
(4) Impatience and sense of urgency
|
(a) Impatience and frustration due to a feeling of uncertainty, (b) A sense of urgency to accomplish something
|
6
|
|
(5) Everything is within one's competence, responsibility, and discretion
|
|
4
|
|
(6) Appropriate distance and relationship with colleagues and research associates
|
|
3
|
|
(7) Transfer to a new field/theme
|
|
6
|
2.Life in the field and relationships with the local people
|
|
|
|
(1) Compatibility with the field
|
|
2
|
|
(2) Blending, harmonizing, and deepening
|
(a) Participation in local events, etc., (b) Enjoying interactions with and receiving support from local people, (c) Becoming familiar with and accepting the local people and lifestyle
|
9
|
|
(3) Negotiation and addressing troubles with assistants and/or informants
|
(a) Negotiation, (b) Trouble with local people
|
6
|
|
(4) Schedule and lifestyle management
|
(a) Comfort with regularly scheduled life, (b) Enduring and enjoying spare time
|
6
|
|
(5) Stress and stress management
|
|
10
|
3.Temporary crossing between the real world and other worlds
|
|
|
|
(1) Crossing between the real world and other worlds
|
(a) Crossing boundaries, (b) Homesickness, (c) Want to stay more
|
7
|
|
(2) Limited period of time
|
|
2
|
4.Real pleasure from/motivation for fieldwork
|
|
|
|
(1) Real pleasure of fieldwork
|
(a) Feeling of being alive, (b) Enjoying interactions with people from other disciplines, (c) Joy of encountering unanticipated things, (d) Confidence through accumulation, (e) Unique feelings and behaviors while in the field
|
7
|
|
(2) Affirmative look at past fieldwork
|
(a) Positive reflections on the initial visits, (b) Forgetting unpleasant memories
|
6
|
|
(3) Want to know myself
|
(a) Knowing myself, (b) Myself as an Outsider
|
4
|
|
(4) Want to see another or unknown world
|
|
6
|
|
(5) Additional value apart from data collection
|
|
2
|
5.Personal change through fieldwork
|
|
10
|
6.Suitability for fieldwork
|
|
10
|
Issues, coping, and interpersonal relationships specific to field research
(1) Unplanned events
Seven of the interviewees mentioned that in their field studies, a lot of events deviated from their plans. One of them said, “I had heard from some of my senior colleagues that things did not go as planned, but I did not expect this much” (zoologist, MB). Another said that, “I entered the field after a certain amount of planning, but I had heard from my senior colleagues that everything could completely fall apart” (anthropologist, AZ).
(2) Arrangements and attitudes in conducting the research
This medium category included 12 small subcategories. As for (a) Acting without planning in advance, other comments were, “I didn’t have a plan for how I was going to spend my days, it was almost haphazard” (zoologist, TK) and “I really relied on chance throughout the research” (anthropologist, NZ). (b) Behavior reflecting his/her attributes was related to the pursuit of research activities while taking advantage of personal features such as being Japanese or a woman. The representative narratives were: “The appearance of the Japanese people is good for fieldwork. We are seen as young, so we are less likely to be cautious. This was very helpful” (anthropologist, AZ), “(I am a woman, so) it was hard to be cautious. Men who were doing fieldwork in the same places were more likely to be suspicious” (anthropologist, NZ). In terms of (c) Being well prepared, one of the participants stated, “I had read many articles, so when I noticed a certain behavior (of the target animal), I thought, ah, I'll attempt to use this topic” (zoologist, SI). Regarding (d) Just trying things out the comments were, “I like talking to various people, and I always have the spirit of going to various places and seeing everything” (anthropologist, SN) and “I thought I could probably get this data here based on some past papers, so I just tried the same thing out for now” (zoologist, SI). With respect to (e) Long-range planning, a few of the participants expressed that, “With three months to go, I can roughly plan out my schedule, and then I'll follow it” (zoologist, TK). Many of the participants (n = 6) mentioned (f) Letting things happen: the typical statements were, “I didn't necessarily decide to go to that research field, it was just someone who gave me the opportunity to go there in the beginning and I found myself there” (anthropologist, NM), “Working hard doesn’t always produce good results. It may be rather better to be passive” (anthropologist, NZ). In terms of (g) Sense of getting by, the participants said, “I think I'll get help from someone somewhere. I thought it was something like that” (zoologist, TK), and “I didn’t really have an idea of anything, but I just thought that with this data, I might be able to do something after returning back home” (anthropologist, NZ). For (h) Persistence and stepping ahead, the narratives were, “Even if I think it is dangerous, I will try until the very last minute” (zoologist, NB) and “Even if I have an appointment at 6 a.m. the next morning, I will never leave if I think there might be some interesting stories later” (anthropologist, AZ). In terms of (i) Never giving in, one participant said that, “It's tough, but I felt I had to get results here at all costs” (anthropologist, AZ). For the category (j) Never overreach, the participants stated that, “If I even think for a second that it would be bad if I would fall off or get lost and the sun would set, I will quit” (zoologist, MT) and “I wonder how far I would go with it. Somewhere you have to give up” (anthropologist, AZ). In (k) Never do anything reckless, the interviewees expressed the following, “I think I judged that I would not do anything risky at first” (zoologist, MT). Finally, regarding (l) Responding flexibly, the narratives were, “When I go to a field site and think that there is no possible way but to do things this way, I do so. Of course, I have a plan, but if I think it is impossible, I change it there and then” (ecologist, HS), “When I couldn’t carry out the research, I analyzed the data and sorted out the photos I had taken” (zoologist, NB), and "If my attitude becomes rigid, it is difficult to control the situation. If I don't respond flexibly, then it is mentally hard for me and causes trouble for other people” (anthropologist, NM).
(3) Data collection and analysis
This medium category included two smaller subcategories. The first is (a) Recording and analyzing by trial and error with the following typical narratives. “I was never taught how to collect data manually. I learned everything by watching and learning, and eventually I did it on my own” (anthropologist, SM), and “My academic advisor used time sampling methods, so I tried it myself, but I had to think about the details in the field and make adjustments on my own” (anthropologist, SN). The second is (b) Keeping a steady record: “I followed and recorded the target individuals diligently. I rarely observed interesting behaviors, but I kept on recording” (zoologist, SI), and “If you keep on observing and recording without laziness, you will encounter some interesting experiences” (zoologist, MT).
(4) Impatience and sense of urgency
This included two smaller subcategories, (a) Impatience and frustration due to a feeling of uncertainty and (b) A sense of urgency to accomplish something. Example comments of the first are: “When I was not able to observe XX (target animal) for a whole month, I was really upset” (zoologist, TK) and “I always felt like I didn't know what or how things were progressing” (anthropologist, NZ). For the second, an example is as follows: “I was under pressure to achieve something” (zoologist, MT).
(5) Everything is within one's competence, responsibility, and discretion
The narrative that represents this category is as follows: “I think that if I don't do anything within my ability in the field, then it will be my own life and the other people will also be at risk” (zoologist, TK).
(6) Appropriate distance and relationship with colleagues and research associates
Those that fell under this category included: “Sure, there are times when I want to be alone, but when I feel that way, I can be alone in the woods” (zoologist, MT) and “I have no problem staying in the field with other people” (anthropologist, SM).
(7) Transfer to a new field/theme
The narratives that corresponded to this category were: “I am rather easily bored; after two years in the field, once I got a sort of feel for it, I lost the sense of freshness” (anthropologist, NM), and “I have little attachment to a certain field” (zoologist, NB).
Life in the field and relationships with the local people
(1) Compatibility with the field
Two participants discussed about compatibility with the field: “I am not sure if I can have fun anywhere” (ecologist, HS), and “It is very important that you feel comfortable or not when you visit somewhere” (anthropologist, NM).
(2) Blending, harmonizing, and deepening
This medium category contained three smaller categories under it. As for (a) Participation in local events, etc., “I was invited many times to attend local events in the village. It was great that I could ask for help when I needed it” (ecologist, HS), and “There was a religious meeting once a week, and I attended that meeting as much as I could” (anthropologist, AZ). Seven of the participants mentioned (b) Enjoying interactions with and receiving support from local people: “I learned from the local people to climb trees up by using a machine” (Zoologist, NB), “Everyone in the village is very kind and helps me out. Even if I didn't understand their language immediately, I could live without much inconvenience” (anthropologist, SN). In addition, eight participants mentioned (c) Becoming familiar with and accepting the local people and lifestyle: “I was delighted to eat food prepared by the wife of the local assistant” (zoologist, SI), and “I felt like I was attuning to the local way of living and interacting with people” (anthropologist, NZ).
(3) Negotiation and addressing troubles with assistants and/or informants
Two subcategories emerged. (a) Negotiation was discussed in the following narratives: “When the assistant came late at the appointed time, we made an arrangement to extend the working time to the afternoon” (zoologist, SI) and “This is as far as we can ask local informants to go” (anthropologist, AZ). For (b) Trouble with local people, one participant said, “Since I am a complete stranger, there were some cases in which relationships with local people became strained in ways that I could not have imagined” (anthropologist, AZ).
(4) Schedule and lifestyle management
Two smaller subcategories were observed. The first was (a) Comfort with regularly scheduled life with specific narratives such as, “I get out at a certain time every morning, find YY (target animal), collect data, and then go to bed at night, healthy, right after dinner” (biologist, SI). The second was (b) Enduring and enjoying spare time: “When I have no work to do, I can spend it relaxing, not rushing around” (biologist, TK).
(5) Stress and stress management
In long-term fieldwork, the participants exhibited various strategies for stress and stress management: “It was stressful because I could not be alone” (anthropologist, NM) and “I seriously had trouble with food” (anthropologist, NK). Regarding stress, the participants mentioned many types: “I really felt lonely when the research was not going well” (zoologist, SI), “The place I lived at was full of cracks. People were always peeking in on me since I was an outsider” (zoologist, SI), “It was stressful not to be alone” (anthropologist, NM), “I really had trouble with food” (anthropologist, NK), and “It was tough because there was absolutely no way of communicating with Japan” (zoologist, TK). In addition, their narratives for stress management were as follows: “I tried to take a rest at a predetermined time. For example, I always took a nap” (ecologist, HS), “I would make a place where I could escape. When things were tough, I would leave the research site and stay there for about two weeks” (anthropologist, AZ), “It is important to be aware of what condition I feel comfortable in” (zoologist, TK), and “At the end of each day, I would write a mark on the calendar to mark off my feelings and keep myself motivated again tomorrow” (anthropologist, SN). Each participant cited unique strategies for managing mental health, that is, maintaining a stable mental state.
Temporary crossing between the real world and other worlds
This category was composed of two medium categories, as follows.
(1) Crossing between the real world and other worlds
This included three smaller subcategories. The first is (a) Crossing boundaries: “After passing through the security and departure gate, my mind is set. I think I have to move on” (biologist, TK) and “I don't like going to the field with ease. It's sort of like a ritual to arrive at the field after being on the bus for hours” (anthropologist, NM). For (b) Homesickness, one participant said that, “I always think I am alright after I know that I can go home” (anthropologist, SN). In addition, the participants expressed their feelings, such as “I was counting down the days until I had to leave, I was so lonely” (biologist, SI) and “I felt like it was a long summer vacation while I was over there” (ecologist, HS), for (c) Want to stay more.
(2) Limited period of time
The comments related to this category are, “If there is no end, certainly you may not have the mental health to keep going” (anthropologist, SN).
Real pleasure from/motivation for fieldwork
This major category obtained four medium categories as follows.
(1) Real pleasure of fieldwork
This included five smaller subcategories. First, for (a) Feeling of being alive, one participant (biologist, SI) said, “When in the field, I can truly feel that I am actually alive” (biologist, SI). In (b) Enjoying interactions with people from other disciplines, the following comments emerged: “There were researchers from other countries in the same place. I found it fascinating to talk with them, who were in completely different academic backgrounds. I was surprised that they have totally different interests though they were the similar age as me” (biologist, NB), and “When talking with people in other specialties, it was fun that the topics jumped to totally unexpected topics” (anthropologist, SM). For (c) Joy of encountering unanticipated things, the common comments were, “The most exciting thing in fieldwork is when I see unexpected things for the first time” (zoologist, TK) and “It was intriguing to describe the world that only I know, and to report it” (anthropologist, NM). As for (d) Confidence through accumulation, one participant commented that, “It seems to me that a series of small successful experiences have built up a sense of confidence” (anthropologist, SM). With regard to (e) Unique feelings and behaviors while in the field, the participants stated that, “When in the field, I am very enthusiastic. Once I get to the research field, I do greet all the inhabitants of the village each time I see them” (biologist, TK), and “I am there with my eyes on various things, keeping a certain amount of tension” (anthropologist, SN).
(2) Affirmative look at past fieldwork
This category is concerned with the positive perception of the participants about their initial fieldwork experience and consists of two medium categories. The first was (a) Positive reflections on the initial visits with specific narratives such as, “At that time, I felt that every day was very fulfilling” (biologist, SI) and “I thoroughly enjoyed my first stay” (anthropologist, SN). The second was (b) Forgetting unpleasant memories, in which a participant said, “I probably had feelings of loneliness, but I can't actually remember them” (biologist, MT).
(3) Want to know myself
This category presents two small subcategories under it. In (a) Knowing myself, the narratives were: “I feel like doing fieldwork to understand who I am” (biologist, TK) and “I would rather like to know others, but that in turn means knowing myself” (anthropologist, NM). For the second one, (b) Myself as an Outsider, one of the participants said, “I am at the side watching the counterpart, but at the same time we are at the side of being watched. From the very moment we wake up in the morning, children are watching us from the outside wall” (anthropologist, NM).
(4) Want to see another or unknown world
Example comments under this category are as follows: “It was so appealing to me at that time to go where nobody had gone before” (biologist, TK), and “I have been continuing [fieldwork] because I have a simplistic feeling of wanting to see a different world” (anthropologist, SN).
(5) Additional value apart from data collection
For this category, biologist TK and anthropologist AZ presented corresponding narratives. TK stated, “I always mention to my juniors that it is boring to just collect data,” and AZ mentioned that, “Fieldwork is about getting something more than just collecting data.” Although neither of these narratives specifically point to some concrete things, they seemingly indicate that fieldwork can make people aware of or be stimulated by an unknown aspect apart from the research findings.
Personal change through fieldwork
The participants mentioned that they had changed in the course of their fieldwork. To give a summary of the contents, “I have become less preoccupied with matters” (zoologist, NB), “I think I have learned to be more flexible in a positive sense. Things are just the way they are” (anthropologist, NM), “I think I have started to take one step further in interpersonal relationships” (anthropologist, NZ), “I have come to see things from a different perspective” (anthropologist, SN), and “I feel like I can now see things like Japanese peculiarities well” (ecologist, HS) are typical examples.
Suitability for fieldwork
The participants also noted references to qualifications as fieldworkers. They described the following attributes: “interested in everything” (biologist, MB), “can be absorbed in the moment all at once” (biologist, TK), and “receptive to everything” (anthropologist, SN). Regarding interpersonal relationships, they mentioned characteristics such as “enjoys being with people” (biologist, TK) and “likes to talk and is interested in other people” (anthropologist, AZ). One of the intriguing narratives was, “I find joy in being in a hard situation” (anthropologist, NM).
Correlation among utterances
Regarding the abovementioned categories, the number of corresponding narratives was counted for each participant, and their correlations were analyzed (Table 2). 2-(5) Stress and stress management, 5 Personal change through fieldwork, and 6 Suitability for fieldwork were excluded from the variables, because all participants reported these issues. Analysis demonstrated 48 significant correlations at the 5% level, which was close to the chance level, given the total number of combinations (903).
Table 2 could not be inserted here because it is very detailed. Please refer to the attached file.
Co-occurrence network analysis
Based on the abovementioned narrative categories, the study conducted a co-occurrence network analysis to analyze the co-occurrence relationships among categories. Previous studies employing co-occurrence network analysis frequently select categories that appear in approximately 20% of the sample as variables. Thus, the categories that appeared in approximately 3 (30%) of the narratives were extracted for analysis in the current study. Analysis was conducted with 26 words (Table 3) that displayed a minimum number of occurrences of 5 or more.
Jaccard coefficients greater than or equal to 0.2 were used to examine associations among words, and a minimum spanning tree was drawn (Figure 1). The study employed the random walks method to detect clusters of strongly connected words (subgraphs; [21]). In the diagram, stronger co-occurrence relationships are drawn with thick lines, and more frequently occurring words are depicted as large circles. Connections within the same subgraph are drawn with solid lines, and those between different subgraphs are drawn with dotted lines.
Table 3. Narratives with high frequency
Categories
|
Frequency of Narrative
|
Becoming familiar with and accepting the local people and lifestyle
|
29
|
Letting things happen
|
25
|
Negotiation
|
22
|
Unique feelings and behaviors while in the field
|
18
|
Acting without planning in advance
|
17
|
Enjoying interactions with and receiving support from local people
|
16
|
Unplanned events
|
15
|
Responding flexibly
|
14
|
Never overreach
|
13
|
Appropriate distance and relationship with colleagues and research associates
|
11
|
Persistence and stepping ahead
|
10
|
Keeping a steady record
|
10
|
Transfer to a new field/theme
|
9
|
Crossing boundaries
|
9
|
Knowing myself
|
9
|
Sense of getting by
|
8
|
Recording and analyzing by trial and error
|
8
|
Comfort with regularly scheduled life
|
8
|
Want to see another or unknown world
|
8
|
Impatience and frustration due to a feeling of uncertainty
|
7
|
Never do anything reckless
|
6
|
Enduring and enjoying spare time
|
6
|
Positive reflections on the initial visits
|
6
|
Being well prepared
|
5
|
Never giving in
|
5
|
Joy of encountering unanticipated things
|
5
|
The subgraphs were grouped into six categories. The first contained the category Want to see another or unknown world, which was associated with the second highest number of occurrences overall, Letting things happen (0.71) and Transfer to a new field/theme (0.71, values enclosed in parentheses are Jaccard coefficients). In addition, Letting things happen was linked to Affirmative look at past fieldwork (0.67) and Recording and analyzing by trial and error (0.57). Furthermore, Recording and analyzing by trial and error was linked to Persistence and stepping ahead (0.67). The second subgraph contained Not as expected, which was linked to Enjoying interactions with and receiving support from local people (0.75) and Negotiation (with assistants and/or informants) (0.62). Not as expected was associated with Responding flexibly (0.62), and Responding flexibly was further associated with Being well prepared (0.50). In the third subgraph, Impatience and frustration due to a feeling of uncertainty was included and linked to Enduring and enjoying spare time (0.50) and Appropriate distance and relationship with colleagues and research associates (0.50). In addition, the study confirmed that Enduring and enjoying spare time was associated with Never giving in (0.50).
The fourth subgraph reveals a strong link between Crossing boundaries and Unique feelings and behaviors while in the field (1.0), which was linked to Knowing myself (0.6). Moreover, Knowing myself was associated with Joy of encountering unanticipated things (0.6). The fifth subgraph includes Becoming familiar with and accepting the local people and lifestyle, which had the highest number of occurrences and linked to Haphazardly (0.62) and Comfort with a regularly scheduled life (0.62). In addition, Comfort with a regularly scheduled life was associated with Never do anything reckless (0.60). Finally, the sixth subgraph contained three categories, with Never overreach being associated with Sense of getting by (0.67) and Keeping a steady record (0.57).