Abstract
Coronavirus disease 2019 (COVID‐19) pandemic had substantial effect both on daily life and medical practice. Internet data have been used to analyze the trends in public interest in various medical conditions and treatments. The aim of this study is to analyze the public interest in dermatologic symptoms, conditions, treatments, and procedures during the COVID‐19 pandemic. Google Trends was queried for a total of 120 dermatological search queries. Three periods of 2020 ([March 15‐May 9], [May 10‐July 4], and [July 5‐October 31]) were compared with the previous 4 years (2016‐2019). A significantly decreased interest in skin cancers and certain dermatologic conditions (eg, pityriasis rosea and scabies) was observed throughout the study period. Whereas a significant increase of interest in dry skin, hair shedding, oily hair, atopic dermatitis, and hand eczema was detected during the study. An initial decrease in interest was followed by a significant increase for acne, comedones, melasma, rosacea, botox, dermaroller, and peeling. The study demonstrated a significant impact of the COVID‐19 pandemic on the public interest in dermatology. The present results would help to create healthcare policies and information sources, which can meet the public demand. The reasons for the observed trends and their effect on patient outcomes might be of interest for future studies.
Keywords: COVID‐19, dermatology, Google, internet, public interest, skin disorders
1. INTRODUCTION
The coronavirus disease 2019 (COVID‐19), a novel infectious respiratory disease caused by severe acute respiratory syndrome coronavirus 2 (SARS‐CoV‐2), first emerged in December 2019. The rapid and worldwide spread of the disease led to the declaration of a pandemic by WHO in March 2020. The number of confirmed cases has reached up to 60 million in 220 countries by 25th of November, 2020. 1 The global efforts to slow the spread of disease, including lockdown measures, have impacted the daily life, as well as the medical practice including dermatology. The main challenges encountered by the dermatologists and the patients during the pandemic include the reduction of face‐to‐face consultations, the uncertainties about the monitoring of the patients with ongoing biologic and immunosuppressive treatments, the lack of information about the effect of dermatologic conditions and treatments on the risk of COVID‐19, and the difficulties on the follow‐up of the patients with chronic diseases or skin cancer. 2
During recent years, internet data have been increasingly used to analyze the public behavior and interest in various medical conditions. 3 , 4 , 5 , 6 , 7 , 8 Google Trends is the most popular tool and has been used to explore the interest in dermatologic conditions before and during the COVID‐19 pandemic. 8 , 9 , 10 , 11 , 12 , 13 , 14 , 15 Previous studies in dermatology have investigated the public interest in common dermatological conditions (eg, acne, seborrheic dermatitis, and warts), cosmetic dermatology procedures, and COVID‐19‐related acral symptoms during the early phases of the outbreak. 11 , 12 , 13 , 14 In the present study we aimed to analyze the public interest in a wide range of dermatologic symptoms, conditions, treatments, and procedures using a very detailed set of search terms and a longer period of investigation for providing information on impact of different stages of pandemic on the public interest in dermatology. Therefore, the insights generated from this study would expand the knowledge produced in previous studies and increase our understanding in this new pandemic.
2. METHODS
Google Trends, a freely available tool, provides information on frequencies of queries that people search on Google search engine. It normalizes the frequency of a search query to all queries, and presents results as a relative search volume ranging from 0 to 100; with larger scores denote greater popularity for the search query.
We determined search queries representing a wide spectrum of dermatologic symptoms, conditions, treatments, and procedures. Three different dermatologists (K.E.S., Ö.A.Ç., and A.S.) have discussed and decided the search terms through working on a shared online document. The terms were selected from the most frequent conditions, treatments and procedures using dermatology textbooks. The complete list of a total of 120 search queries is presented in Table 1. For each query, Google Trends was queried applying filters of “United States,” “01/01/2016‐11/17/2020,” and “All categories.” The Google Trends weekly data were exported for analysis.
TABLE 1.
March 15‐May 9 | May 10‐July 4 | July 5‐October 31 | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
2020 | 2016‐2019 | % Change | P value | 2020 | 2016‐2019 | % Change | P value | 2020 | 2016–2019 | % Change | P value | |
Blistering | 44.38 ± 2.02 | 46.91 ± 1.81 | −5.39 | .352 | 74.63 ± 3.22 | 65.72 ± 2.21 | 13.56 | .023 | 55.88 ± 3.19 | 57.93 ± 1.98 | −3.54 | .585 |
Bruising | 51 ± 1.98 | 70.09 ± 1.18 | −27.24 | <.001 | 75.38 ± 3.06 | 84 ± 1.48 | −10.26 | .011 | 76.06 ± 2.20 | 76.47 ± 1.12 | −0.54 | .867 |
Callus | 51.0 ± 4.36 | 43.47 ± 0.96 | 17.32 | .092 | 57.25 ± 1.38 | 48.13 ± 0.95 | 18.95 | <.001 | 49.82 ± 1.22 | 46.04 ± 1.12 | 8.21 | .022 |
Comedones | 59.63 ± 3.82 | 53.38 ± 2.31 | 11.71 | .162 | 73.25 ± 2.07 | 57.34 ± 2.52 | 27.75 | <.001 | 75.53 ± 3.03 | 52.88 ± 1.70 | 42.83 | <.001 |
Skin swelling | 60.88 ± 2.85 | 64.25 ± 2.43 | −5.25 | .367 | 72.38 ± 5.74 | 60.88 ± 2.37 | 18.89 | .064 | 71.59 ± 1.94 | 62.13 ± 1.69 | 15.23 | <.001 |
Dandruff | 86 ± 3.94 | 72.63 ± 1.54 | 18.41 | .002 | 76.5 ± 2.26 | 61.78 ± 0.90 | 23.83 | <.001 | 70.82 ± 1.26 | 62.79 ± 0.84 | 12.79 | <.001 |
Dry skin | 57.13 ± 2.13 | 52 ± 1.28 | 9.87 | .039 | 53 ± 1.50 | 44.69 ± 0.69 | 18.59 | <.001 | 48.82 ± 0.75 | 44.51 ± 0.67 | 9.68 | <.001 |
Erythema | 62.38 ± 1.77 | 77.97 ± 1.31 | −19.99 | <.001 | 67 ± 3.17 | 79.41 ± 1.20 | −15.63 | <.001 | 74.82 ± 1.2 | 79.5 ± 0.92 | −5.89 | .002 |
Hair loss | 71.25 ± 3.29 | 70.28 ± 0.73 | 1.38 | .774 | 85.25 ± 1.31 | 74.22 ± 0.90 | 14.86 | <.001 | 92.06 ± 1.04 | 79.82 ± 0.51 | 15.33 | <.001 |
Hair shedding | 71.75 ± 5.89 | 48.78 ± 1.39 | 47.09 | <.001 | 79.38 ± 2.17 | 55.06 ± 1.58 | 44.17 | <.001 | 75.18 ± 1.28 | 59.63 ± 1.06 | 26.08 | <.001 |
Hives | 80.88 ± 0.98 | 83.56 ± 0.95 | −3.21 | .048 | 87.75 ± 1.99 | 90.34 ± 1.14 | −2.87 | .258 | 84.82 ± 2.08 | 86.31 ± 0.87 | −1.73 | .509 |
Sweating | 61.63 ± 0.79 | 58.75 ± 1.01 | 4.90 | .024 | 72.38 ± 2.87 | 72.84 ± 2.06 | −0.63 | .894 | 73 ± 2.73 | 72.29 ± 1.53 | 0.98 | .821 |
Hyperpigmentation | 75.63 ± 4.91 | 54.75 ± 1.99 | 38.14 | <.001 | 93.25 ± 1.46 | 56.47 ± 1.72 | 65.13 | <.001 | 79.53 ± 2.59 | 52.01 ± 1.33 | 52.91 | <.001 |
Hypopigmentation | 28.13 ± 3.87 | 37.44 ± 1.97 | −24.87 | .032 | 43.75 ± 3.45 | 42.16 ± 2.47 | 3.77 | .707 | 46.71 ± 2.07 | 46.51 ± 1.59 | 0.43 | .941 |
Skin irritation | 58.63 ± 3.601 | 59.25 ± 1.1 | −1.05 | .868 | 72.25 ± 2.50 | 61.47 ± 1.47 | 17.54 | <.001 | 65.76 ± 1.71 | 60.88 ± 1.20 | 8.02 | .02 |
Itch | 63.5 ± 1.58 | 59.03 ± 0.72 | 7.57 | .01 | 82.13 ± 2.72 | 77.25 ± 1.82 | 6.32 | .136 | 77.53 ± 2.56 | 73.49 ± 1.31 | 5.50 | .159 |
Skin mole | 57.5 ± 3.03 | 65.28 ± 1.34 | −11.92 | .019 | 83.5 ± 2.39 | 79.69 ± 1.74 | 4.78 | .197 | 71.29 ± 1.96 | 67.43 ± 1.29 | 5.72 | .099 |
Nail discoloration | 37 ± 6.03 | 34.75 ± 2.25 | 6.47 | .726 | 40.75 ± 4.19 | 35.61 ± 3.13 | 14.43 | .326 | 41.35 ± 4.66 | 38.63 ± 2.18 | 7.04 | .596 |
Nail thickening | 38.86 ± 9.29 | 29.04 ± 4.04 | 33.82 | .333 | 22.75 ± 2.41 | 31.88 ± 2.84 | −28.64 | .014 | 28.5 ± 2.60 | 26.91 ± 1.38 | 5.91 | .589 |
Nevi | 42.88 ± 3.90 | 61.63 ± 2.38 | −30.42 | <.001 | 53.88 ± 3.85 | 63.81 ± 2.40 | −15.56 | .029 | 59.82 ± 2.10 | 64.46 ± 1.36 | −7.20 | .064 |
Nevus | 50.63 ± 4.20 | 78.09 ± 1.52 | −35.16 | <.001 | 66.13 ± 2.64 | 77.44 ± 1.49 | −14.60 | <.001 | 74.35 ± 1.70 | 76.94 ± 1.10 | −3.37 | .2 |
Oily skin | 67.5 ± 2.63 | 71.66 ± 1.06 | −5.81 | .143 | 83.75 ± 3.56 | 76.16 ± 1.50 | 9.97 | .049 | 77.71 ± 1.42 | 76.32 ± 1.16 | 1.82 | .45 |
Oily hair | 78.13 ± 2.92 | 64.56 ± 1.16 | 21.02 | <.001 | 78.38 ± 1.93 | 58.97 ± 1.01 | 32.92 | <.001 | 79.53 ± 2.23 | 64.12 ± 1.03 | 24.03 | <.001 |
Onycholysis | 46.38 ± 4.52 | 47 ± 2.51 | −1.32 | .904 | 59.5 ± 4.22 | 43.28 ± 2.28 | 37.48 | .001 | 45.24 ± 3.70 | 49.07 ± 1.94 | −7.81 | .358 |
Pruritus | 54 ± 1.81 | 61.31 ± 1.39 | −11.92 | .001 | 56.88 ± 1.56 | 57.28 ± 1.57 | −0.70 | .854 | 63.47 ± 1.37 | 64.59 ± 1.56 | −1.73 | .591 |
Purple skin | 78.38 ± 3.62 | 62.53 ± 1.70 | 25.35 | <.001 | 90.63 ± 1.31 | 71.66 ± 2.48 | 26.47 | <.001 | 75.59 ± 2.12 | 63.41 ± 1.32 | 19.21 | <.001 |
Rash | 63.75 ± 2.41 | 64.47 ± 0.82 | −1.12 | .778 | 83.25 ± 1.18 | 81.88 ± 1.56 | 1.67 | .482 | 68.82 ± 2.88 | 71.62 ± 1.31 | −3.91 | .377 |
Redness | 73.38 ± 1.81 | 82.94 ± 1.36 | −11.53 | <.001 | 78.25 ± 1.23 | 79.84 ± 1.10 | −1.99 | .336 | 72.71 ± 1.14 | 75.1 ± 0.80 | −3.18 | .085 |
Skin scaling | 33.88 ± 3.18 | 39.66 ± 3.13 | −14.57 | .195 | 39.63 ± 4.83 | 36.69 ± 3.20 | 8.01 | .612 | 38.35 ± 3.45 | 41.51 ± 2.23 | −7.61 | .442 |
Skin discoloration | 65.38 ± 3.55 | 64.25 ± 1.76 | 1.76 | .777 | 80 ± 2.84 | 74.34 ± 1.80 | 7.61 | .092 | 69.12 ± 1.63 | 66.9 ± 1.68 | 3.32 | .342 |
Skin ulcer | 57.25 ± 2.99 | 47.44 ± 2.73 | 20.68 | .015 | 64.75 ± 3.18 | 48.13 ± 2.64 | 34.53 | <.001 | 57.82 ± 2.43 | 53.87 ± 1.80 | 7.33 | .190 |
Mouth ulcer | 78.5 ± 2.81 | 70.44 ± 1.87 | 11.44 | .017 | 76.63 ± 2.37 | 73.66 ± 1.74 | 4.03 | .313 | 77.18 ± 2.22 | 72.99 ± 1.16 | 5.74 | .094 |
Wheal | 28.0 ± 1.49 | 30.91 ± 1.29 | −9.41 | .14 | 31.88 ± 2.21 | 30.22 ± 1.40 | 5.49 | .527 | 31.06 ± 2.43 | 34.82 ± 1.41 | −10.80 | .179 |
Wound | 77.38 ± 1.05 | 78.72 ± 1.05 | −1.70 | .364 | 87.50 ± 2.05 | 82.44 ± 1.4 | 6.14 | .041 | 93.47 ± 0.89 | 83.71 ± 0.91 | 11.66 | <.001 |
Acne | 86.5 ± 3.22 | 87.44 ± 0.86 | −1.08 | .778 | 94.88 ± 1.40 | 86.5 ± 0.79 | 9.69 | <.001 | 91.82 ± 0.93 | 86.76 ± 0.68 | 5.83 | <.001 |
Actinic keratosis | 47.88 ± 2.88 | 64.91 ± 2.04 | −26.24 | <.001 | 62.63 ± 2.75 | 69.0 ± 2.13 | −9.23 | .067 | 64.29 ± 1.81 | 64.84 ± 1.41 | −0.85 | .812 |
Angioedema | 35.13 ± 1.67 | 46.44 ± 1.05 | −24.35 | <.001 | 38.88 ± 1.32 | 46.84 ± 1.09 | −16.99 | <.001 | 41.82 ± 1.20 | 50.38 ± 1.13 | −16.99 | <.001 |
Apthous stomatitis | 32.0 ± 0.0 | 47.43 ± 5.23 | −32.53 | .003 | 33.0 ± 0.47 | 43.2 ± 0.51 | −23.61 | <.001 | 46.67 ± 9.54 | 46.93 ± 3.38 | −0.55 | .980 |
Atopic dermatitis | 49.63 ± 7.29 | 32.28 ± 1.71 | 53.75 | .020 | 42.0 ± 1.43 | 33.19 ± 1.85 | 26.54 | <.001 | 39.18 ± 0.96 | 33.38 ± 1.17 | 17.38 | <.001 |
Basal cell carcinoma | 50.38 ± 2.22 | 77.19 ± 1.61 | −34.73 | <.001 | 65.13 ± 2.23 | 77.56 ± 1.87 | −16.03 | <.001 | 75.71 ± 1.86 | 80.13 ± 1.14 | −5.52 | .042 |
Skin candida | 23.88 ± 3.32 | 38.28 ± 2.75 | −37.62 | .001 | 26.75 ± 2.41 | 35.0 ± 1.49 | −23.57 | .004 | 26.59 ± 1.68 | 32.87 ± 1.14 | −19.11 | .002 |
Chickenpox | 47.38 ± 2.21 | 40.59 ± 3.17 | 16.73 | .079 | 38.88 ± 1.92 | 37.47 ± 1.43 | 3.76 | .557 | 44.18 ± 1.21 | 38.62 ± 0.95 | 14.40 | <.001 |
Contact dermatitis | 71.5 ± 1.75 | 64.78 ± 1.64 | 10.37 | .005 | 78.13 ± 1.66 | 70.97 ± 1.72 | 10.09 | .003 | 72.35 ± 1.70 | 70.44 ± 1.36 | 2.71 | .381 |
Cosmetic allergy | 25.5 ± 0.35 | 43.81 ± 4.60 | −41.79 | <.001 | 46.0 ± 4.95 | 43.0 ± 4.70 | 6.98 | .660 | 46.83 ± 8.21 | 36.33 ± 1.18 | 28.90 | .205 |
Demodex | 21.88 ± 1.53 | 25.53 ± 0.75 | −14.30 | .031 | 22.5 ± 0.83 | 30.31 ± 2.15 | −25.77 | .001 | 23.12 ± 0.87 | 25.96 ± 0.38 | −10.94 | .003 |
Dermatitis | 83.63 ± 3.46 | 77.59 ± 1.68 | 7.78 | .116 | 90.88 ± 0.65 | 80.53 ± 1.79 | 12.85 | <.001 | 86.12 ± 0.84 | 81.38 ± 1.29 | 5.82 | .002 |
Diaper dermatitis | 32.75 ± 4.93 | 44.16 ± 3.07 | −25.84 | .050 | 34.88 ± 3.62 | 34.86 ± 2.82 | 0.06 | .998 | 38.24 ± 3.58 | 40.33 ± 2.53 | −5.18 | .633 |
Drug allergy | 40.5 ± 2.59 | 44.31 ± 1.94 | −8.60 | .239 | 33.63 ± 1.49 | 40.13 ± 2.13 | −16.20 | .012 | 39.0 ± 2.57 | 36.54 ± 1.10 | 6.73 | .379 |
Drug eruption | 31.88 ± 6.31 | 40.23 ± 2.97 | −20.76 | .231 | 33.25 ± 3.38 | 40.9 ± 3.24 | −18.70 | .102 | 35.41 ± 3.36 | 39.49 ± 2.18 | −10.33 | .309 |
Erythema multiforme | 37.63 ± 3.28 | 55.94 ± 2.23 | −32.73 | <.001 | 42.0 ± 2.09 | 51.72 ± 2.05 | −18.79 | .001 | 43.76 ± 1.79 | 54.93 ± 1.44 | −20.33 | <.001 |
Eczema | 79.0 ± 2.63 | 80.06 ± 1.71 | −1.32 | .735 | 84.38 ± 1.37 | 79.0 ± 1.68 | 6.81 | .013 | 73.94 ± 0.89 | 72.63 ± 1.08 | 1.80 | .351 |
Fungal skin infection | 46.25 ± 3.26 | 49.88 ± 1.90 | −7.28 | .337 | 57.88 ± 3.21 | 61.28 ± 2.44 | −5.55 | .398 | 56.24 ± 1.63 | 60.44 ± 1.78 | −6.95 | .081 |
Hand eczema | 71.75 ± 4.25 | 46.5 ± 2.11 | 54.30 | <.001 | 67.38 ± 4.20 | 49.88 ± 2.01 | 35.08 | <.001 | 58.0 ± 2.60 | 47.37 ± 1.56 | 22.44 | <.001 |
Herpes zoster | 63.25 ± 2.55 | 70.59 ± 1.70 | −10.40 | .016 | 66.38 ± 2.54 | 69.19 ± 1.69 | −4.06 | .356 | 70.47 ± 1.81 | 71.71 ± 0.97 | −1.73 | .547 |
Hyperhidrosis | 11.63 ± 0.75 | 14.38 ± 0.56 | −19.12 | .003 | 17.38 ± 0.75 | 19.03 ± 1.81 | −8.67 | .398 | 21.06 ± 4.82 | 17.85 ± 0.84 | 17.98 | .512 |
Ichthyosis | 17.25 ± 1.28 | 20.66 ± 1.21 | −16.51 | .054 | 14.0 ± 0.90 | 24.09 ± 2.90 | −41.88 | .001 | 16.06 ± 1.08 | 18.04 ± 0.78 | −10.98 | .136 |
Melanoma | 41.63 ± 1.62 | 65.03 ± 1.79 | −35.98 | <.001 | 55.13 ± 1.47 | 68.06 ± 0.86 | −19.0 | <.001 | 54.71 ± 0.76 | 62.59 ± 0.76 | −12.59 | <.001 |
Melasma | 47.75 ± 4.45 | 41.72 ± 1.27 | 14.45 | .193 | 83.13 ± 4.70 | 55.47 ± 1.78 | 49.86 | <.001 | 70.18 ± 3.61 | 49.03 ± 1.54 | 43.14 | <.001 |
Miliaria | 47.75 ± 7.51 | 39.91 ± 2.40 | 19.64 | .320 | 58.5 ± 2.86 | 58.44 ± 3.08 | 0.10 | .988 | 46.24 ± 4.10 | 50.84 ± 2.43 | −9.05 | .334 |
Milium | 26.13 ± 2.19 | 25.97 ± 2.31 | 0.62 | .960 | 32.38 ± 1.02 | 30.16 ± 2.33 | 7.36 | .383 | 24.24 ± 2.10 | 33.18 ± 1.98 | −26.94 | .002 |
Molluscum | 62.0 ± 2.33 | 77.38 ± 1.32 | −19.88 | <.001 | 81.0 ± 2.41 | 84.91 ± 1.34 | −4.60 | .157 | 71.53 ± 1.77 | 77.6 ± 1.21 | −7.82 | .005 |
Mycosis fungoides | 18.63 ± 1.72 | 19.44 ± 1.04 | −4.17 | .687 | 19.75 ± 2.11 | 20.19 ± 0.88 | −2.18 | .848 | 19.94 ± 1.13 | 20.26 ± 0.74 | −1.58 | .811 |
Pediculosis | 46.63 ± 4.30 | 56.09 ± 2.41 | −16.87 | .055 | 46.75 ± 4.87 | 43.97 ± 2.33 | 6.32 | .607 | 51.71 ± 4.04 | 50.13 ± 2.26 | 3.15 | .734 |
Pemphigoid | 6.25 ± 0.42 | 9.47 ± 0.34 | −34.0 | <.001 | 9.38 ± 0.43 | 10.13 ± 0.50 | −7.40 | .254 | 10.53 ± 0.40 | 10.56 ± 0.31 | −0.28 | .954 |
Pemphigus | 44.5 ± 3.61 | 48.22 ± 1.48 | −7.71 | .340 | 43.13 ± 1.97 | 50.34 ± 1.51 | −14.32 | .004 | 49.12 ± 1.65 | 53.31 ± 1.49 | −7.86 | .059 |
Pityriasis rosea | 54.5 ± 2.28 | 77.5 ± 1.74 | −29.68 | <.001 | 66.75 ± 1.86 | 73.28 ± 1.98 | −8.91 | .016 | 56.29 ± 1.49 | 67.43 ± 1.15 | −16.52 | <.001 |
Psoriasis | 71.0 ± 1.21 | 75.56 ± 1.48 | −6.03 | .017 | 75.0 ± 0.88 | 74.22 ± 1.37 | 1.05 | .632 | 71.0 ± 1.08 | 71.5 ± 0.75 | −0.70 | .704 |
Rosacea | 72.0 ± 2.91 | 82.13 ± 1.49 | −12.33 | .002 | 72.75 ± 1.68 | 67.5 ± 1.32 | 7.78 | .014 | 63.24 ± 0.77 | 60.16 ± 0.81 | 5.12 | .006 |
Scabies | 37.0 ± 1.02 | 60.03 ± 1.69 | −38.36 | <.001 | 41.63 ± 0.98 | 63.81 ± 0.90 | −34.76 | <.001 | 41.06 ± 0.70 | 63.79 ± 0.87 | −35.63 | <.001 |
Seborrheic dermatitis | 76.88 ± 3.12 | 75.28 ± 1.65 | 2.13 | .652 | 79.5 ± 1.87 | 75.13 ± 1.73 | 5.82 | .086 | 77.94 ± 1.76 | 73.96 ± 1.12 | 5.38 | .056 |
Seborrheic keratosis | 43.13 ± 1.90 | 62.03 ± 1.87 | −30.47 | <.001 | 63.25 ± 3.0 | 67.56 ± 1.70 | −6.38 | .211 | 69.65 ± 1.59 | 67.82 ± 1.60 | 2.70 | .418 |
Skin cancer | 55.88 ± 2.64 | 78.38 ± 1.39 | −28.71 | <.001 | 77.63 ± 2.05 | 87.56 ± 0.93 | −11.34 | <.001 | 70.41 ± 1.26 | 74.96 ± 1.20 | −6.07 | .009 |
Shingles | 66.75 ± 1.93 | 73.69 ± 1.19 | −9.42 | .002 | 79.13 ± 1.29 | 75.91 ± 1.00 | 4.24 | .049 | 91.94 ± 1.09 | 78.21 ± 0.81 | 17.56 | <.001 |
Squamous cell carcinoma | 29.25 ± 0.70 | 39.41 ± 1.72 | −25.78 | <.001 | 36.5 ± 1.38 | 38.28 ± 0.82 | −4.65 | .267 | 40.76 ± 1.31 | 40.53 ± 1.14 | 0.57 | .892 |
Stevens Johnson syndrome | 37.5 ± 3.27 | 40.53 ± 2.01 | −7.48 | .430 | 35.38 ± 1.95 | 42.5 ± 2.82 | −16.75 | .038 | 36.35 ± 2.02 | 43.65 ± 1.43 | −16.72 | .003 |
Syphilis | 23.88 ± 0.12 | 26.34 ± 0.45 | −9.34 | <.001 | 24.75 ± 0.46 | 24.09 ± 0.36 | 2.74 | .259 | 23.71 ± 0.33 | 24.24 ± 0.28 | −2.19 | .221 |
Tinea | 51.25 ± 1.86 | 64.66 ± 1.18 | −20.74 | <.001 | 66.88 ± 2.13 | 73.69 ± 1.37 | −9.24 | .007 | 66.53 ± 1.37 | 74.12 ± 1.09 | −10.24 | <.001 |
Varicella | 46.75 ± 1.92 | 61.63 ± 1.54 | −24.14 | <.001 | 52.75 ± 2.21 | 65.75 ± 1.43 | −19.77 | <.001 | 64.59 ± 1.50 | 68.01 ± 1.20 | −5.03 | .075 |
Vasculitis | 29.5 ± 1.36 | 38.47 ± 0.66 | −23.32 | <.001 | 37.75 ± 0.98 | 40.69 ± 2.04 | −7.23 | .194 | 34.94 ± 0.88 | 38.69 ± 0.53 | −9.69 | <.001 |
Verruca | 26.63 ± 3.66 | 27.63 ± 1.11 | −3.62 | .794 | 33.88 ± 2.92 | 29.78 ± 1.80 | 13.77 | .232 | 37.18 ± 1.44 | 35.35 ± 1.65 | 5.18 | .405 |
Vitiligo | 40.13 ± 2.30 | 46.53 ± 1.27 | −13.75 | .015 | 57.0 ± 3.70 | 55.09 ± 1.46 | 3.47 | .631 | 55.82 ± 1.53 | 56.91 ± 1.29 | −1.92 | .586 |
Urticaria | 54.38 ± 2.62 | 56.09 ± 1.23 | −3.05 | .552 | 56.0 ± 1.34 | 55.13 ± 1.09 | 1.58 | .612 | 55.53 ± 0.93 | 58.44 ± 1.22 | −4.98 | .059 |
Wart | 68.88 ± 2.65 | 73.06 ± 0.76 | −5.72 | .129 | 83.13 ± 1.44 | 82.78 ± 1.03 | 0.42 | .846 | 76.88 ± 1.56 | 78.81 ± 1.14 | −2.45 | .318 |
Zoster | 63.25 ± 1.60 | 73.31 ± 1.61 | −13.72 | <.001 | 70.75 ± 3.03 | 76.44 ± 1.91 | −7.44 | .112 | 76.88 ± 1.83 | 76.32 ± 1.25 | 0.73 | .801 |
Acitretin | 34.5 ± 4.21 | 42.22 ± 2.84 | −18.29 | .128 | 32.5 ± 2.57 | 48.94 ± 2.89 | −33.59 | <.001 | 41.88 ± 2.62 | 45.93 ± 1.87 | −8.82 | .209 |
Soriatane | 21.86 ± 3.76 | 31.8 ± 2.10 | −31.26 | .021 | 33.0 ± 5.67 | 34.08 ± 2.55 | −3.17 | .863 | 28.81 ± 3.39 | 29.61 ± 2.06 | −2.70 | .840 |
Dupilumab | 17.63 ± 2.65 | 20.0 ± 1.69 | −11.85 | .449 | 22.63 ± 1.33 | 17.59 ± 1.34 | 28.65 | .008 | 23.0 ± 2.05 | 20.97 ± 1.53 | 9.68 | .428 |
Dupixent | 62.0 ± 3.00 | 29.75 ± 3.65 | 108.40 | <.001 | 65.25 ± 3.19 | 28.5 ± 3.00 | 128.95 | <.001 | 75.06 ± 2.48 | 37.94 ± 2.70 | 97.84 | <.001 |
Emollients | 24.63 ± 2.44 | 23.88 ± 1.77 | 3.14 | .804 | 25.43 ± 3.52 | 25.35 ± 3.08 | 0.32 | .987 | 25.12 ± 1.83 | 23.61 ± 1.37 | 6.40 | .510 |
Isotretinoin | 57 ± 3.24 | 54.97 ± 2.3 | 3.69 | .609 | 57.63 ± 2.34 | 51.38 ± 2.33 | 12.16 | .058 | 57.18 ± 2.36 | 51 ± 1.46 | 12.12 | .026 |
Accutane + Absorica + Amnesteem + Claravis + Myorisan | 61.63 ± 1.25 | 66.63 ± 0.97 | −7.50 | .002 | 68.63 ± 1.59 | 65.16 ± 1.23 | 5.33 | .085 | 68.65 ± 0.748 | 64.59 ± 0.89 | 6.29 | <.001 |
Ivermectin | 27.5 ± 10.49 | 5.88 ± 0.12 | 367.69 | .039 | 10.88 ± 0.57 | 5.97 ± 0.13 | 82.24 | <.001 | 12.18 ± 1.06 | 5.49 ± 0.10 | 121.86 | <.001 |
Stromectol | 28.38 ± 10.36 | 11.31 ± 1.08 | 150.93 | .101 | 14.63 ± 1.39 | 10.81 ± 0.73 | 35.34 | .015 | 12.44 ± 1.51 | 11.13 ± 0.67 | 11.77 | .429 |
Sklice + Soolantra | 41.63 ± 2.85 | 50.13 ± 2.50 | −16.96 | .025 | 37.88 ± 2.37 | 51.81 ± 1.71 | −26.89 | <.001 | 43.65 ± 2.77 | 50.56 ± 1.30 | −13.67 | .024 |
Omalizumab | 31.13 ± 4.19 | 34.44 ± 2.24 | −9.61 | .486 | 32.38 ± 3.41 | 32.28 ± 2.13 | 0.31 | .981 | 38.47 ± 3.79 | 34.62 ± 1.72 | 11.12 | .355 |
Xolair | 57.5 ± 2.46 | 65.44 ± 2.31 | −12.13 | .019 | 57.63 ± 2.0 | 66.0 ± 2.70 | −12.68 | .013 | 67.76 ± 2.32 | 66.62 ± 1.78 | 1.71 | .695 |
Sunscreen | 31.63 ± 4.44 | 39.66 ± 2.37 | −20.25 | .110 | 75.38 ± 4.29 | 71.13 ± 2.53 | 5.97 | .393 | 37.29 ± 4.09 | 28.5 ± 1.97 | 30.84 | .053 |
Sun protection | 41.75 ± 4.7 | 48.78 ± 1.91 | −14.41 | .166 | 73.88 ± 3.80 | 73.13 ± 2.12 | 1.03 | .863 | 41.06 ± 4.92 | 37.1 ± 2.19 | 10.67 | .462 |
Corticosteroid cream | 58.25 ± 6.21 | 45.63 ± 2.49 | 27.66 | .059 | 75.75 ± 4.47 | 48.34 ± 3.07 | 56.70 | <.001 | 60.88 ± 2.12 | 49.94 ± 2.07 | 21.91 | <.001 |
Temovate + diprolene + dermovate + elocon + taclonex + calcitrene | 44.75 ± 2.51 | 62.41 ± 2.31 | −28.30 | <.001 | 56.0 ± 2.77 | 62.5 ± 2.30 | −10.40 | .071 | 55.29 ± 2.95 | 62.51 ± 1.41 | −11.55 | .027 |
Tacrolimus ointment | 55.0 ± 3.72 | 38.94 ± 3.08 | 41.24 | .001 | 72.38 ± 3.59 | 47.16 ± 2.77 | 53.48 | <.001 | 75.94 ± 2.95 | 46.93 ± 2.09 | 61.82 | <.001 |
Protopic | 38.88 ± 4.84 | 52.0 ± 3.08 | −25.23 | .022 | 49.25 ± 2.96 | 52.28 ± 2.57 | −5.80 | .440 | 49.24 ± 3.40 | 55.54 ± 1.71 | −11.34 | .098 |
Pimecrolimus cream | 43.0 ± 4.71 | 22.38 ± 1.68 | 92.14 | <.001 | 38.13 ± 5.02 | 26.27 ± 2.63 | 45.15 | .036 | 53.47 ± 4.36 | 27.87 ± 1.79 | 91.86 | <.001 |
Elidel | 45.0 ± 2.78 | 71.84 ± 2.24 | −37.36 | <.001 | 51.63 ± 3.61 | 66.69 ± 2.40 | −22.58 | .001 | 51.35 ± 1.89 | 66.22 ± 1.63 | −22.46 | <.001 |
Botox | 32.88 ± 2.17 | 51.94 ± 1.36 | −36.70 | <.001 | 58.13 ± 1.87 | 49.16 ± 1.10 | 18.25 | <.001 | 63.41 ± 0.79 | 48.82 ± 0.96 | 29.89 | <.001 |
Dermapen | 36 ± 2.62 | 59.38 ± 2.47 | −39.37 | <.001 | 50.63 ± 2.44 | 55.31 ± 2.78 | −8.46 | .205 | 45.65 ± 2.76 | 53.84 ± 1.50 | −15.21 | .009 |
Dermaroller | 55.5 ± 5.84 | 60.34 ± 1.69 | −8.02 | .426 | 64.5 ± 3.73 | 53.47 ± 1.66 | 20.63 | .007 | 51.47 ± 3.46 | 51.34 ± 1.38 | 0.25 | .972 |
Dermal filler | 36.75 ± 5.64 | 44.69 ± 2.60 | −17.77 | .201 | 53.75 ± 6.86 | 46.78 ± 2.68 | 14.90 | .344 | 64.35 ± 4.50 | 44.18 ± 1.75 | 45.65 | <.001 |
Fractional Laser | 16.13 ± 2.03 | 39.84 ± 2.57 | −59.51 | <.001 | 31.5 ± 3.47 | 31.97 ± 1.33 | −1.47 | .900 | 31.35 ± 1.81 | 35.57 ± 1.62 | −11.86 | .082 |
Laser epilation | 30.88 ± 4.01 | 38.52 ± 2.73 | −19.83 | .115 | 32.5 ± 2.98 | 35.56 ± 2.64 | −8.61 | .442 | 36.36 ± 4.03 | 42.25 ± 2.52 | −13.94 | .215 |
Peeling | 66 ± 4.19 | 58.56 ± 0.88 | 12.70 | .083 | 89.38 ± 2.66 | 72 ± 1.56 | 24.14 | <.001 | 73.06 ± 2.80 | 64.46 ± 1.46 | 13.34 | .006 |
Patch testing | 52.25 ± 6.97 | 46.69 ± 3.43 | 11.91 | .474 | 52.75 ± 6.27 | 42.22 ± 2.31 | 24.94 | .115 | 62.41 ± 4.40 | 44.1 ± 1.83 | 41.52 | <.001 |
Skin Prick test | 25.17 ± 5.72 | 32.83 ± 3.25 | −23.33 | .244 | 30.38 ± 6.26 | 27.3 ± 2.30 | 11.28 | .644 | 29.38 ± 2.49 | 23.81 ± 1.20 | 23.39 | .044 |
Skin allergy test | 31.13 ± 1.95 | 51.78 ± 2.88 | −39.88 | <.001 | 43.25 ± 3.05 | 52.38 ± 2.7 | −17.43 | .025 | 48 ± 3.00 | 46.41 ± 1.67 | 3.43 | .644 |
Phototherapy | 61.13 ± 5.03 | 58.22 ± 1.81 | 5.0 | .587 | 52.5 ± 3.55 | 51.81 ± 1.26 | 1.33 | .855 | 57.88 ± 3.22 | 53.46 ± 1.35 | 8.27 | .204 |
PRP | 51.13 ± 1.60 | 68.97 ± 2.13 | −25.87 | <.001 | 69.63 ± 1.89 | 66.72 ± 1.82 | 4.36 | .268 | 80.82 ± 1.40 | 68.81 ± 1.44 | 17.45 | <.001 |
Mesotherapy | 25 ± 2.40 | 50.5 ± 2.39 | −50.5 | <.001 | 50.88 ± 3.36 | 48.84 ± 2.84 | 4.18 | .645 | 59.06 ± 3.92 | 46.1 ± 1.55 | 28.11 | .002 |
Skin | 84.38 ± 3.38 | 79.72 ± 0.72 | 5.85 | .178 | 96.25 ± 0.93 | 83.47 ± 0.95 | 15.31 | <.001 | 88.59 ± 1.23 | 79.03 ± 0.88 | 12.10 | <.001 |
Skin care | 83.63 ± 5.17 | 70.63 ± 0.84 | 18.41 | .013 | 90.88 ± 2.06 | 68.31 ± 1.24 | 33.04 | <.001 | 79.71 ± 1.30 | 66.32 ± 0.78 | 20.19 | <.001 |
Dermatologist | 43 ± 2.34 | 79.03 ± 0.94 | −45.59 | <.001 | 75.88 ± 2.91 | 83.25 ± 1.04 | −8.85 | .017 | 80.35 ± 0.68 | 80.94 ± 1.10 | −0.73 | .649 |
Notes: Plus‐minus values are means ± standard error (generalized estimating equations).
Abbreviation: PRP, platelet rich plasma.
Statistical analysis of data was carried out using SPSS version 21.0 (IBM Corp., Armonk, New York). Three periods of 2020 ([March 15‐May 9], [May 10‐July 4], and [July 5‐October 31]) were compared with similar periods of the previous 4 years (2016‐2019) to assess public interest in different stages of COVID‐19 pandemic. Generalized estimating equations with gamma model were used in comparisons. A P value of less than .05 was considered to indicate statistical significance.
3. RESULTS
The relative search volume for the dermatologic symptoms, conditions, treatments, and procedures was statistically significantly decreased for 52, 28, and 19 search terms during the first (March 15‐May 9), second (May 10‐July 4), and third (July 5‐October 31) stages of the outbreak compared with similar periods in the preceding 4 years, respectively. On the contrary, there was a statistically significant increase in the relative search volume for 18, 36, and 36 search terms during these periods compared with the previous 4 years, respectively.
The relative search volume was statistically significantly decreased in all three periods for 14 search terms (erythema, angioedema, basal cell carcinoma, skin candida, Demodex, erythema multiforme, melanoma, pityriasis rosea, scabies, skin cancer, tinea, Sklice + Soolantra, temovate + diprolene + dermovate + elocon + taclonex + calcitrene, and elidel). The relative search volume was statistically significantly increased in all three periods for 13 search terms (dandruff, dry skin, hair shedding, hyperpigmentation, oily hair, purple skin, atopic dermatitis, hand eczema, dupixent, ivermectin, tacrolimus ointment, pimecrolimus cream, and skin care).
The relative search volume for 15 search terms (callus, comedones, hair loss, skin irritation, wound, acne, dermatitis, melasma, rosacea, shingles, corticosteroid cream, Botox, Dermaroller, peeling, and skin) was increased significantly during the second and third stage while it was statistically significantly decreased or remained unchanged during the first stage of the outbreak (March 15‐May 9).
Table 1 shows the changes in the relative search volume during three different periods (March 15‐May 9, May 10‐July 4, and July 5‐October 31) in detail.
4. DISCUSSION
The current study found that public interest in dermatologic symptoms, conditions, treatments, and procedures has significantly changed during different periods of COVID‐19 pandemic when compared with the corresponding periods in the previous 4 years.
The interest in search terms including basal cell carcinoma, skin cancer, melanoma, erythema multiforme, scabies, pityriasis rosea, demodex, tinea, and skin candida has been decreased throughout the study period. Accordingly, a decreased interest in skin cancer during the COVID‐19 pandemic has also been reported in Italy, Turkey, and the United States. 11 , 14 This might be explained by the decrease in hospital/dermatology visits due to a fear to exposure to SARS‐COV‐2 and the resultant decrease in the diagnosis of these conditions or an increased concern for COVID‐19 rather than the dermatologic conditions. A prolonged diagnostic delay might result in more advanced disease, increased morbidity and mortality, particularly in patients with skin cancers (eg, melanoma, non‐melanoma skin cancer [NMSC; ie, basal cell carcinoma and squamous cell carcinoma]). 16 In fact, a recent report from the United Kingdom has shown a decrease up to 47% in the number of non‐melanoma skin cancer treated and melanoma patients undergoing sentinel lymph node biopsies. 17 Moreover, studies from Italy showed a statistically significant increase in mean Breslow thickness during the post‐lockdown phase compared with the pre‐lockdown and decreased detection of melanoma during the COVID‐19 pandemic. 18 , 19 Another study from the United Kingdom has reported that the NMSCs excised in 2020 required significantly larger and more complex surgery than in 2019. 20 Altogether, these findings suggest an increased delay in the diagnosis of skin cancers, which in turn might result in more advanced disease requiring more complex surgical procedures. Implementation of teledermatology might help, at least partially to overcome these issues and effectively prioritize the patients in whom earlier treatment is needed. 21
Unlike our study suggesting a decreased interest in scabies and pruritus, recent studies have reported an outbreak of scabies in Spain and Turkey. 22 , 23 The increase of scabies was attributed to the increased transmission due to closer contact among family members and delay in diagnosis during the lockdown. This discrepancy could be attributed to the differences in the socioeconomic status of the study populations or merely to the lack of correlation between the incidence of scabies and public interest in these search terms. Considering the increased global burden of scabies, 24 , 25 the future studies investigating the changes in scabies epidemiology during COVID‐19 pandemic would be of benefit to prevent potential scabies outbreaks during the lockdowns in the future.
Another important finding of the present study was the increased interest in dry skin, atopic dermatitis, hand eczema, tacrolimus ointment, pimecrolimus cream, and skin care all through the study period. In line with our findings, a previous study from the United Kingdom has reported a similar trend for hand eczema during the COVID‐19 pandemic. 12 It seems possible that these results are due to more strict hygiene practices, that is, more frequent use of soaps and alcohol‐based hand sanitizers which might lead to the development of contact dermatitis. 26 Indeed, an increased incidence of dermatitis associated with the hygiene practices and the use of personal protective equipment (PPE) during the pandemic has been reported. 27 , 28 Despite the efforts for the prevention of contact dermatitis associated with hygiene practices, 29 there still seems to be room for improvement in community education on safe and effective hygiene practices.
The current study found a continuous increase of interest in dandruff, oily hair, and hair shedding which are most commonly associated with seborrheic dermatitis and telogen effluvium. This result can be well‐expected considering that these conditions might exacerbate in response to elevated levels of psychological stress 30 which is a well‐characterized impact of COVID‐19. 31 The stable increase in the interest for the term “purple skin” is also of interest, despite being foreseeable. Among the various dermatologic manifestations of COVID‐19, pseudochilblain lesions involving acral areas (also described as COVID toes) and livedo‐like lesions might present as purplish discoloration of the skin. 32 Accordingly with our results, an increased public interest in acral lesions (ie, coronavirus toes, coronavirus fingers) has also been demonstrated in a prior study from France. 13
Another finding of this study was the initially decreased interest in “comedones, acne, melasma, rosacea, Botox, Dermaroller, peeling, and skin” followed by an increased interest. The initial decrease of interest may be anticipated as the public interest was more focused on COVID‐19 rather than the dermatologic conditions or cosmetic procedures. There are several possible explanations for the subsequent increase of interest in these terms. First of all, the extended duration of lockdown and stay‐at‐home policies might have caused visible and frequent facial lesions such as acne, rosacea, comedones, and melasma to draw greater attention. Accordingly, a recent report showed an increase in appearance‐focused behaviors (eg, mirror checking, appearance comparisons) in patients with higher dysmorphic concern during the COVID‐19 pandemic due to the closure of beauty services. 33 Moreover, another study reported an association between COVID‐19‐related stress negative body image in adults. 34 The subsequent increase of interest in cosmetic procedures such as botulinum toxin injections, dermaroller, and chemical peeling may also be explained by these findings. Another possible explanation is the exacerbation of acne and rosacea induced by the use of protective masks. 35 Previous studies have reported a similar trend for cosmetic procedures 11 , 12 , 14 but in the United Kingdom there was an increased interest in acne during the initial phases of the pandemic which was attributed to public desire for self‐treatment of acne. 12
Some limitations of the present study need to be acknowledged. First, the results should be interpreted cautiously before extrapolating to the general population because the source of data was confined to the population with access to the internet and Google searches. Nonetheless, the fact that Google's search engine market share of 88% 36 and the internet usage rate among US adults of 90%, 37 enables our study to cover a major segment of the general population. Another limitation is the lack of information on the reasons for the observed trends in the public interest. Future prospective studies are warranted to determine the reasons for the change in interest. Finally, although three experienced dermatologists have discussed and selected the search terms, some of the relevant dermatologic terms might not have been included in the analysis. The key strengths of this study are the analysis of a longer period comprising different stages of pandemic and comparison with the mean interest over the previous for years. Previous similar studies have compared either consecutive periods within a year 12 , 14 or a relatively shorter period during the pandemic with only the previous year. 11 Another strength of our study is the comprehensive list of search terms representing a wide range of dermatologic symptoms, conditions, treatments, and procedures.
In conclusion, the study demonstrated a significant impact of the COVID‐19 pandemic on the public interest in dermatology. The present results would help to create healthcare policies and information sources, which can meet the public demand. The reasons for the observed trends and their effect on patient outcomes might be of interest for future studies.
CONFLICT OF INTEREST
The authors declare no conflict of interest.
Esen‐Salman K, Akın‐Çakıcı Ö, Kardeş S, Salman A. Public interest in dermatologic symptoms, conditions, treatments, and procedures during the COVID‐19 pandemic: Insights from Google Trends. Dermatologic Therapy. 2021;34:e14895. 10.1111/dth.14895
DATA AVAILABILITY STATEMENT
The data that support the findings of this study are available from the corresponding author upon reasonable request.
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
The data that support the findings of this study are available from the corresponding author upon reasonable request.