Calculate the intercoder reliability index (K) for the statement and concepts:
Statement
Concepts
person
organization
country
attitude toward nuclear
After coding the data in DNA we exported the statements and compare the results among coders 1 & 2.
The process of coding started using two coders working simulatenously, of the whole dataset. Coders followed a Codebook developed in advance and had regular meetings to compare results. They worked independently a first round and afterward had meetings to discuss the results.Initia intercoder reliability indexes are presented below.
At this stage, both coders worked independently for years 2010-2013
| item | agreement | Cohen’s kappa |
|---|---|---|
| person | 100.00000 | 1.0000000 |
| organization | 100.00000 | 1.0000000 |
| concept | 69.35484 | 0.6598571 |
| agreement | 99.20000 | 0.9719164 |
| category | 100.00000 | 1.0000000 |
| ideology | 100.00000 | 1.0000000 |
| nuclear | 100.00000 | 1.0000000 |
| country | 100.00000 | 1.0000000 |
| issue | 100.00000 | 1.0000000 |
In sum, the values to report Cohen K are the following:
## [1] "Average of Cohen's Kappa for the sample of the whole dataset: 0.959086"
In this round, metrics are calculated after a meeting between coder to discuss and review results for years 2010-2013.
| item | agreement | Cohen’s kappa |
|---|---|---|
| person | 100.00000 | 1.0000000 |
| organization | 100.00000 | 1.0000000 |
| concept | 92.62295 | 0.9172632 |
| agreement | 99.18699 | 0.9695318 |
| category | 100.00000 | 1.0000000 |
| ideology | 100.00000 | 1.0000000 |
| nuclear | 100.00000 | 1.0000000 |
| country | 100.00000 | 1.0000000 |
| issue | 100.00000 | 1.0000000 |
In sum, the values to report Cohen K are the following:
## [1] "Average of Cohen's Kappa for the sample of the whole dataset: 0.987422"
To the previous results that were discussed, we add new results for years 2013-2014 worked independently.
| item | agreement | Cohen’s kappa |
|---|---|---|
| person | 97.87686 | 0.9784833 |
| organization | 96.38298 | 0.9627959 |
| concept | 95.76271 | 0.9520712 |
| agreement | 98.73684 | 0.9672602 |
| category | 96.17021 | 0.9517743 |
| ideology | 97.01493 | 0.9466937 |
| nuclear | 99.57895 | 0.9908391 |
| country | 99.78769 | 0.9400992 |
| issue | 99.57537 | 0.9935527 |
In sum, the values to report Cohen K are the following:
## [1] "Average of Cohen's Kappa for the sample of the whole dataset: 0.964841"
In this round all results were from 2010 to 2015 were added and reviewed by both coders. A meeting to discuss differenced helped to increase the agreements.
| item | agreement | Cohen’s kappa |
|---|---|---|
| person | 98.29457 | 0.9827569 |
| organization | 97.20497 | 0.9712951 |
| concept | 95.82043 | 0.9528691 |
| agreement | 99.07550 | 0.9746844 |
| category | 97.04969 | 0.9628177 |
| ideology | 97.66355 | 0.9583398 |
| nuclear | 99.69183 | 0.9929948 |
| country | 99.84496 | 0.9465839 |
| issue | 99.53488 | 0.9926420 |
In sum, the values to report Cohen K are the following:
## [1] "Average of Cohen's Kappa for the sample of the whole dataset: 0.970554"
In this round all results were from 2010 to 2018 were added and reviewed by both coders. A meeting to discuss differences helped to increase the agreements.
| item | agreement | Cohen’s kappa |
|---|---|---|
| person | 98.36735 | 0.9835524 |
| organization | 97.71429 | 0.9767328 |
| concept | 96.98206 | 0.9653401 |
| agreement | 99.07550 | 0.9746844 |
| category | 97.04969 | 0.9628177 |
| ideology | 97.66355 | 0.9583398 |
| nuclear | 99.69183 | 0.9929948 |
| country | 99.84496 | 0.9465839 |
| issue | 99.53488 | 0.9926420 |
In sum, the values to report Cohen K are the following:
## [1] "Average of Cohen's Kappa for the sample of the whole dataset: 0.972632"
In this round we added 2019. So the calculations involved all results were from 2010 to 2019 were added and reviewed by both coders. A meeting to discuss differences helped to increase the agreements.
| item | agreement | Cohen’s kappa |
|---|---|---|
| person | 97.65594 | 0.9764133 |
| organization | 96.98053 | 0.9694571 |
| concept | 91.77919 | 0.9074361 |
| agreement | 98.29281 | 0.9641304 |
| category | 97.52066 | 0.9695867 |
| ideology | 98.70734 | 0.9782983 |
| nuclear | 99.89653 | 0.9947238 |
| country | 99.48374 | 0.6855213 |
| issue | 98.81198 | 0.9802836 |
In sum, the values to report Cohen K are the following:
## [1] "Average of Cohen's Kappa for the sample of the whole dataset: 0.936206"
Year 2020 was added. So the new calculations involved all results were from 2010 to 2020 were added and reviewed by both coders. A meeting to discuss differences helped to increase the agreements.
| item | agreement | Cohen’s kappa |
|---|---|---|
| person | 97.81659 | 0.9780450 |
| organization | 97.31273 | 0.9728379 |
| concept | 91.87101 | 0.9077641 |
| agreement | 98.32846 | 0.9628299 |
| category | 97.82972 | 0.9732499 |
| ideology | 98.87218 | 0.9805292 |
| nuclear | 99.91642 | 0.9948465 |
| country | 99.58281 | 0.7205707 |
| issue | 98.99833 | 0.9815723 |
In sum, the values to report Cohen K are the following:
## [1] "Average of Cohen's Kappa for the sample of the whole dataset: 0.941361"
Year 2021 was added. So the new calculations involved all results were from 2010 to 2021 were added and reviewed by both coders. A meeting to discuss differences helped to increase the agreements.
| item | agreement | Cohen’s kappa |
|---|---|---|
| person | 98.28776 | 0.9828093 |
| organization | 97.95553 | 0.9793372 |
| concept | 92.53579 | 0.9165205 |
| agreement | 98.55813 | 0.9630348 |
| category | 98.43938 | 0.9808510 |
| ideology | 99.18919 | 0.9857483 |
| nuclear | 99.93992 | 0.9949842 |
| country | 99.69997 | 0.7606738 |
| issue | 99.24970 | 0.9853007 |
In sum, the values to report Cohen K are the following:
## [1] "Average of Cohen's Kappa for the sample of the whole dataset: 0.949918"
Year 2022 was added. Review by both coders was not conducted yet.
| item | agreement | Cohen’s kappa |
|---|---|---|
| person | 98.76429 | 0.9876049 |
| organization | 98.50609 | 0.9848986 |
| concept | 93.36659 | 0.9265361 |
| agreement | 98.82304 | 0.9632173 |
| category | 98.92562 | 0.9867648 |
| ideology | 99.44192 | 0.9900450 |
| nuclear | 99.62833 | 0.9573322 |
| country | 99.79343 | 0.8740615 |
| issue | 99.48347 | 0.9894443 |
In sum, the values to report Cohen K are the following:
## [1] "Average of Cohen's Kappa for the sample of the whole dataset: 0.962212"