62698
Automated content analysis of the Hawaiʻi small boat fishery
Data Set
Published / External
1099
PIFSC Socioeconomics Program: Human Dimensions Research Metadata Portfolio
Project
Completed
2020
2020
Marine fisheries provide food, employment opportunities, and income for millions of people who live near the coast. Unprecedented levels of catch threaten fisheries across the globe, while demand for seafood continues to climb. Effective fisheries management could ensure reliable food supplies and mitigate adverse socio-economic impacts on regulated fishing communities. Specifying management actions – particularly the resource extraction activities (dis-)allowed – can be highly contentious, in part because biological, economic, social, and political objectives of stakeholders are often in direct conflict. Disputes over conflicting objectives are typically central to disagreements about the right way to manage the fishery, but often more complex social conflicts can also fuel disagreements. The Conflict Intervention Triangle is a framework that can be used for understanding and addressing three types of conflicts: substance, relationships, and process, where the last two are social conflicts. All three types of conflict were present in open-ended responses on a recurring National Oceanic and Atmospheric Administration (NOAA) survey of small boat fishers. To better understand the relationship between these types of conflict, we developed a fishery-specific dictionary that can automate categorization of fishers’ responses by topic and type of conflict. The use of the automated content analysis approach provided a nuanced snapshot of the major conflicts in the Hawaiʻi small boat fishery and revealed concealed conflicts that are often ambiguous and less easy to express. We discuss the performance of the methodology used in creating and applying the dictionary to fishery datasets as well as advantages and disadvantages compared to manual content analysis.
We developed a fishery-specific dictionary that can automate categorization of fishers’ responses by topic and type of conflict. The use of the automated content analysis approach provides a nuanced snapshot of major conflicts in the Hawaiʻi small boat fishery and reveals concealed conflicts that are often ambiguous and less easy to express.
Theme
Hawaii small boat fishery
Theme
human dimensions
Theme
mixed methods
Theme
socioeconomics
Pacific Islands Fisheries Science Center
Honolulu
HI
USA
Main Hawaiian Islands
Data Set
CSV Files
As Needed
Table (digital)
This dataset includes responses to an open-ended survey question entered into an excel csv file for surveys conducted in 2007 and 2014.
62814
ESD_HSBF_2007_Open-Ended_Question.csv
Published / External
Completed
This dataset includes responses to an open-ended question in an excel csv file from the 2007 Hawaii small boat fishing survey. There are 281 responses from small boat fishers offering their suggestions on how to better manage the fishery.
Data Table
Yes
This dataset includes responses to an open-ended question in an excel csv file from the 2007 Hawaii small boat fishing survey. There are 281 responses from small boat fishers offering their suggestions on how to better manage the fishery.
1
ID
Number
3
1
No
No
Active
Unique ID
2
Motivation
Text
14
10
No
No
Active
How do you define yourself as a fisherman?
3
Comments
Text
2598
6
No
No
Active
Do you have any suggestions for how Hawaii’s Fisheries should be managed or topics that you feel need further study?
62818
ESD_HSBF_2014_Open-Ended_Question.csv
Published / External
Completed
This dataset includes responses to an open-ended question in an excel csv file from the 2014 Hawaii small boat fishing survey. There are 373 responses from small boat fishers offering their suggestions on how to better manage the fishery.
Spreadsheet
Yes
Responses to the question “Do you have any suggestions for how Hawaiʻi’s fisheries should be managed or topics that you feel need further study?”
1
ID
Number
3
1
No
No
Active
Unique ID
2
Motivation
Text
459
7
No
No
Active
How do you define yourself as a fisherman?
3
Comments
Text
2048
0
No
No
Active
Do you have any suggestions for how Hawaii’s Fisheries should be managed or topics that you feel need further study?
Data Steward
2020
Person
Leong, Kirsten M
kirsten.leong@noaa.gov
1845 Wasp Blvd.
Honolulu
HI
96818
USA
(808)725-5398
Kirsten.Leong@noaa.gov
Distributor
2020
Organization
Pacific Islands Fisheries Science Center
PIFSC
pifsc.info@noaa.gov
1845 Wasp Blvd.
Honolulu
HI
96818
USA
808-725-5360
https://www.pifsc.noaa.gov
Pacific Island Fisheries Science Center homepage
Online Resource
8:00 a.m. - 4:30 p.m.
email or phone: 808-725-5399
Metadata Contact
2020
Person
Leong, Kirsten M
kirsten.leong@noaa.gov
1845 Wasp Blvd.
Honolulu
HI
96818
USA
(808)725-5398
kirsten.leong@noaa.gov
Point of Contact
2020
Person
Leong, Kirsten M
kirsten.leong@noaa.gov
1845 Wasp Blvd.
Honolulu
HI
96818
USA
(808)725-5398
Kirsten.Leong@noaa.gov
Ground Condition
Pacific Ocean, Main Hawaiian Islands, by port
Discrete
2007-04
2007 survey collection
Discrete
2014-08
2014 survey collection
Sensitive
PIFSC Data Access, Sharing and Dissemination Guidelines
Contact Kirsten Leong (kirsten.leong@noaa.gov), 808-725-5398
Non-confidential summaries for public access/display
A. The user is responsible for the results of any application of this data for other than its intended purpose. B. The developers of this data are concerned with assuring its proper use. Before the data are used to draw specific scientific conclusions, potential users are requested to contact the Data Steward for background on the data. Acknowledgement of products derived from this data set should be cited. While efforts have been made to ensure that these data are accurate and reliable, PIFSC cannot assume liability for any damages or misrepresentation caused by any inaccuracies in the data or as a result of changes to the data caused by system transfers.
2020-12-17
https://oceanwatch.pifsc.noaa.gov/xfer/PIFSC_PIRO_bulk_data_download_InPort_62698.tgz
2020
Organization
Pacific Islands Fisheries Science Center
Responses to the question “Do you have any suggestions for how Hawaiʻi’s fisheries should be managed or topics that you feel need further study?”
csv (comma-separated values)
CSV - Comma Separated Values (Text)
https://www.fisheries.noaa.gov/inport/item/62814
ESD_HSBF_2007_Open-Ended_Question.csv
Online Resource
CSV
This dataset includes responses to an open-ended question in an excel csv file from the 2007 Hawaii small boat fishing survey. There are 281 responses from small boat fishers offering their suggestions on how to better manage the fishery.
https://www.fisheries.noaa.gov/inport/item/62818
ESD_HSBF_2014_Open-Ended_Question.csv
Online Resource
CSV
This dataset includes responses to an open-ended question in an excel csv file from the 2014 Hawaii small boat fishing survey. There are 373 responses from small boat fishers offering their suggestions on how to better manage the fishery.
A total of 281 responses to this question were completed across the State of Hawaii in 2007 and 373 in 2014.
The data represent the opinions of the fishery stakeholders who responded to the surveys.
After the data were recorded through primary in-person data collection methods (paper), data were entered verbatim into the data entry file (MS Access database).
After the data were recorded through primary in-person data collection methods (paper), data were entered verbatim into the data entry file (MS Access database).
Cost Earnings Data - Small Boat Fishery
https://www.fisheries.noaa.gov/inport/item/6347
Cost Earnings Data - Small Boat Fishery
1
The relevant question was extracted from the full survey responses for analysis in this project
Person
Leong, Kirsten M
kirsten.leong@noaa.gov
1845 Wasp Blvd.
Honolulu
HI
96818
USA
(808)725-5398
62814
Entity
ESD_HSBF_2007_Open-Ended_Question.csv
62818
Entity
ESD_HSBF_2014_Open-Ended_Question.csv
gov.noaa.nmfs.inport:62698
Justin Hospital
2020-08-06T22:20:39
SysAdmin InPortAdmin
2023-10-17T16:12:31
2020-12-17
Pacific Islands Fisheries Science Center
PIFSC
1845 Wasp Blvd.
Honolulu
HI
96818
USA
808-725-5300
http://www.pifsc.noaa.gov
8:00 a.m. - 4:30 p.m.
1001
Public
No
2020-12-17
1 Year
2021-12-17