| Literature DB >> 32033087 |
Mikołaj Kamiński1,2, Igor Łoniewski3, Wojciech Marlicz4.
Abstract
We aimed to rank the most common locations of pain among Google users globally and locally and analyze secular and seasonal trends in pain-related searches in the years 2004-2019. We used data generated by Google Trends (GT) to identify and analyze global interest in topics (n = 24) related to locations of pain and how these progressed over time. We analyzed secular trends and time series decomposition to identify seasonal variations. We also calculated the interest in all topics with reference to the relative search volume (RSV) of "Abdominal pain". Google users were most commonly interested in "Headache" (1.30 [times more frequently than "Abdominal pain"]), "Abdominal pain" (1.00), and "Back pain" (0.84). "Headache" was the most frequent search term in n = 41 countries, while "Abdominal pain" was the most frequent term in n = 27 countries. The interest in all pain-related topics except "Dyspareunia" increased over time. The sharpest increase was observed for "Abdominal pain" (5.67 RSV/year), and "Toothache" (5.52 RSV/year). Most of the topics revealed seasonal variations. Among pain-related topics, "Headache," "Abdominal pain," and "Back pain" interested most Google users. GT is a novel tool that allows retrospective investigation of complaints among Internet users.Entities:
Keywords: Abdominal pain; Google Trends; Internet; back pain; headache; knee pain; location; pain; ranking; toothache
Mesh:
Year: 2020 PMID: 32033087 PMCID: PMC7037174 DOI: 10.3390/ijerph17030954
Source DB: PubMed Journal: Int J Environ Res Public Health ISSN: 1660-4601 Impact factor: 3.390
Popularity of pain-related topics in proportion to “Abdominal pain” (adjusted data; relative search volume [RSV] over time).
| Rank | Topic | Proportion of Mean RSV to Abdominal Pain |
|---|---|---|
| 1. | Headache | 1.30 |
| 2. | Abdominal pain | 1.00 |
| 3. | Back pain | 0.84 |
| 4. | Sore throat | 0.46 |
| 5. | Low back pain | 0.39 |
| 6. | Chest pain | 0.34 |
| 7. | Podalgia | 0.31 |
| 8. | Neck pain | 0.28 |
| 9. | Toothache | 0.25 |
| 10. | Knee pain | 0.23 |
| 11. | Dysmenorrhea | 0.17 |
| 12. | Shoulder pain | 0.15 |
| 13. | Ear pain | 0.14 |
| 14. | Groin pain | 0.13 |
| 15. | Breast pain | 0.08 |
| 16. | Pelvic pain | 0.05 |
| 17. | Testicular pain | 0.04 |
| 17. | Wrist pain | 0.04 |
| 19. | Eye pain | 0.03 |
| 20. | Dyspareunia | 0.02 |
| 20. | Rectal pain | 0.02 |
| 22. | Epigastric pain | 0.01 |
| 22. | Odynophagia | 0.01 |
| 22. | Penile pain | 0.01 |
RSV—relative search volume.
Figure 1Visualization of the worldwide relative search volume of pain-related topics location.
Figure 2(A) World map showing the countries with the highest interest in the pain-related topics (B) Europe map showing the countries with the highest interest in pain-related topics.
Mean relative search volume (RSV) of five countries with the highest non-adjusted RSVs for a complaint.
| Pain-Related Topic | Five Countries with The Highest RSV of the Topic | |
|---|---|---|
|
| ||
| Headache | Japan (100), Indonesia (97), Iran (79), Saudi Arabia (70), and South Africa (64) | |
| Eye pain | Iran (100), Taiwan (92), Hong Kong (67), Turkey (65), and Slovakia (63) | |
| Ear pain | Vietnam (100), Netherlands (78), Germany (67), Brazil (64), and United Kingdom (63) | |
| Toothache | Indonesia (100), Philippines (36), Turkey (35), Malaysia (34), and Bosnia and Herzegovina (27) | |
| Sore throat | Iran (100), Singapore (94), Taiwan (82), United States (78), and Ireland (76) | |
| Odynophagia | Chile (100), Bolivia (84), Honduras (76), Ecuador (69), and Paraguay (69) | |
| Neck pain | Vietnam (100), Czechia (13), Greece (7), Japan (7), and Romania (7) | |
|
| ||
| Chest pain | Iran (100), Russia (58), Vietnam (58), Belarus (57), and Taiwan (57) | |
| Breast pain | Jamaica (100), Kenya (97), Nigeria (97), Oman (93), and Trinidad and Tobago (83) | |
| Abdominal pain | Vietnam (100), Saudi Arabia (69), Japan (67), Oman (66), and Indonesia (62) | |
| Epigastric pain | Indonesia (100), Vietnam (92), Taiwan (70), Poland (36), and Hong Kong (22) | |
| Groin pain | Turkey (100), Kenya (55), United Kingdom (46), Ireland (44), and South Africa (38) | |
| Back pain | Ireland (100), United Kingdom (91), Kenya (90), South Africa (82), and United States (82) | |
| Low back pain | Japan (100), Iran (77), Indonesia (38), Saudi Arabia (35), and Jordan (33) | |
|
| ||
| Pelvic pain | Vietnam (100), Thailand (83), Puerto Rico (28), Kenya (20), and Ireland (18) | |
| Penile pain | Vietnam (100), Ghana (21), Kenya (16), Singapore (14), and India (13) | |
| Testicular pain | Iran (100), Poland (35), Czechia (31), Lebanon (31), and Kenya (26) | |
| Rectal pain | Iran (100), Kenya (44), Poland (44), Sudan (40), and United States (37) | |
| Dyspareunia | Ghana (100), Japan (75), Kenya (75), Netherlands (75), and Belgium (66) | |
| Dysmenorrhea | Japan (100), Philippines (88), Jamaica (84), Ghana (77), and Sweden (76) | |
|
| ||
| Shoulder pain | Ireland (100), United Kingdom (93), United States (83), Australia (71), and Canada (67) | |
| Wrist pain | Iran (100), Netherlands (60), United States (57), United Kingdom (56), and Ireland (55) | |
| Knee pain | Iran (100), Japan (69), United States (66), United Kingdom (62), and Ireland (60) | |
| Podalgia | Iran (100), Vietnam (75), Brazil (62), Ireland (57), and United Kingdom (55) | |
RSV—relative search volume.
Figure 3Time trends for relative search volumes of non-adjusted pain-related topics.
Time series analysis of non-adjusted pain-related topics.
| Pain-Related Topic | Seasonal Mann-Kendall Test | Slope [RSV/Year] | TBATS (Seasonality Present, Period [Month]) | Month with the Highest Seasonal Component [RSV] | Month with the Lowest Seasonal Component [RSV] | Seasonal Component Amplitude [RSV] |
|---|---|---|---|---|---|---|
| Head and Neck | ||||||
| Headache | tau = 0.96 *** | 4.62 *** | YES, 12 | February [2.41] | December [−3.61] | 6.02 |
| Eye pain | tau = 0.91 *** | 3.66 *** | YES, 12 | February [2.75] | June [−2.81] | 5.55 |
| Ear pain | tau = 0.94 *** | 4.23 *** | YES, 12 | February [6.63] | September [−4.50] | 11.13 |
| Toothache | tau = 0.98 *** | 5.52 *** | YES, 12 | March [1.98] | June [−2.46] | 4.45 |
| Sore throat | tau = 0.98 *** | 4.72 *** | YES, 12 | December [6.94] | August [−7.96] | 14.89 |
| Odynophagia | tau = 0.72 *** | 2.58 *** | YES, 12 | April [5.24] | July [−7.47] | 12.71 |
| Neck pain | tau = 0.97 *** | 4.83 *** | YES, 12 | March [2.15] | December [−2.62] | 4.77 |
| Trunk | ||||||
| Chest pain | tau = 0.93 *** | 4.22 *** | YES, 12 | January [4.06] | June [−3.59] | 7.65 |
| Breast pain | tau = 0.90 *** | 3.05 *** | YES, 12 | January [4.93] | December [−4.35] | 9.27 |
| Abdominal pain | tau = 1.00 *** | 5.67; *** | YES, 12 | January [1.93] | November [−1.26] | 3.19 |
| Epigastric pain | tau = 0.86 *** | 4.55 *** | NO, - | - | - | - |
| Groin pain | tau = 0.98 *** | 5.12 *** | YES, 12 | January [1.41] | December [−3.21] | 4.63 |
| Back pain | tau = 0.94 *** | 4.15 *** | YES, 12 | January [2.62] | December [−3.08] | 5.70 |
| Low back pain | tau = 0.84 *** | 3.40 *** | YES, 12 | August [1.88] | December [−4.77] | 6.65 |
| Pelvic region | ||||||
| Pelvic pain | tau = 0.92 *** | 4.77 *** | YES, 12 | March [1.47] | December [−4.2] | 5.67 |
| Penile pain | tau = 0.69 *** | 3.00 *** | NO, - | - | - | - |
| Testicular pain | tau = 0.74 *** | 2.19 *** | YES, 12 | January [2.30] | September [−2.58] | 4.88 |
| Rectal pain | tau = 0.69 *** | 2.55 *** | YES, 12 | February [2.53] | September [−4.09] | 6.63 |
| Dyspareunia | tau = −0.39 *** | -1.00 *** | YES, 12 | May [4.18] | December [−7.21] | 11.39 |
| Dysmenorrhea | tau = 0.90 *** | 4.67 *** | YES, 12 | July [4.57] | December [−5.02] | 9.59 |
| Limbs | ||||||
| Shoulder pain | tau = 0.97 *** | 4.49 *** | YES, 12 | January [3.43] | December [−3.04] | 6.47 |
| Wrist pain | tau = 0.96 *** | 5.05 *** | YES, 12 | August [3.18] | December [−7.20] | 10.38 |
| Knee pain | tau = 0.97 *** | 4.69 *** | YES, 12 | May [3.81] | December [−7.36] | 11.16 |
| Podalgia | tau = 0.98 *** | 4.63 *** | YES, 12 | August [3.94] | December [−6.39] | 10.33 |
*** p < 0.001, RSV—relative search volume.