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  <front>
    <journal-meta>
      <journal-id journal-id-type="nlm-ta">Institute for Research and Community Services Universitas Muhammadiyah Palangkaraya</journal-id>
      <journal-id journal-id-type="publisher-id">.</journal-id>
      <journal-title>Institute for Research and Community Services Universitas Muhammadiyah Palangkaraya</journal-title><issn pub-type="ppub">2621-4814</issn><issn pub-type="epub">2621-4814</issn><publisher>
      	<publisher-name>Institute for Research and Community Services Universitas Muhammadiyah Palangkaraya</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.33084/bjop.v5i2.2997</article-id>
      <article-categories>
        <subj-group subj-group-type="heading">
          <subject>Research Article</subject>
        </subj-group>
        <subj-group><subject>Covid-19</subject><subject>Google trend</subject><subject>Influenza’s symptoms drug</subject><subject>Indonesia</subject><subject>Searching trend</subject></subj-group>
      </article-categories>
      <title-group>
        <article-title>Trends of Influenza’s Symptoms Drug Search Terms in Indonesian-Language using Google Trends in the Covid-19 Pandemic</article-title><subtitle>Trends of Influenza’s Symptoms Drug Search Terms in Indonesian-Language using Google Trends in the Covid-19 Pandemic</subtitle></title-group>
      <contrib-group><contrib contrib-type="author">
	<name name-style="western">
	<surname>Syifa'</surname>
		<given-names>Nailis</given-names>
	</name>
	<aff>Department of Pharmacy, Universitas Muhammadiyah Malang, Malang, East Java, Indonesia</aff>
	</contrib><contrib contrib-type="author">
	<name name-style="western">
	<surname>Purborini</surname>
		<given-names>Nurul</given-names>
	</name>
	<aff>Department of Nursing, Universitas Muhammadiyah Magelang, Magelang, Central Java, Indonesia</aff>
	</contrib></contrib-group>		
      <pub-date pub-type="ppub">
        <month>05</month>
        <year>2022</year>
      </pub-date>
      <pub-date pub-type="epub">
        <day>31</day>
        <month>05</month>
        <year>2022</year>
      </pub-date>
      <volume>5</volume>
      <issue>2</issue>
      <permissions>
        <copyright-statement>© 2022 Nailis Syifa', Nurul Purborini</copyright-statement>
        <copyright-year>2022</copyright-year>
        <license license-type="open-access" xlink:href="http://creativecommons.org/licenses/by-sa/4.0/"><p>This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.</p></license>
      </permissions>
      <related-article related-article-type="companion" vol="2" page="e235" id="RA1" ext-link-type="pmc">
			<article-title>Trends of Influenza’s Symptoms Drug Search Terms in Indonesian-Language using Google Trends in the Covid-19 Pandemic</article-title>
      </related-article>
	  <abstract abstract-type="toc">
		<p>
			Covid-19 has spread globally and causes severe acute respiratory syndrome. The symptoms of covid-19 have similarities with influenza, such as cough, fever, runny nose, and sore throat. Therefore, the internet sources tend to have an increasing search related to influenza symptoms drugs. This study aims to assess the search trend of influenza symptoms drugs using google trend analysis in Indonesia. We explore google trend analysis using search terms in the Indonesian language related to influenza symptoms drugs from December 6th, 2020 to November 30th, 2021. The positive confirmed cases were obtained from the Indonesian government website https://covid19.go.id/. Our results demonstrated the increasing search terms related to influenza drug symptoms during July and August. The highest term search was obat batuk. The positive covid-19 confirmed cases in Indonesia increased during July and August. During the peak of the covid-19 outbreak in Indonesia in July-August 2021, there was an increase in google trends searching related to influenza’s drug symptoms.
		</p>
		</abstract>
    </article-meta>
  </front>
  <body><sec>
			<title>INTRODUCTION</title>
				<p >The covid-19
pandemic has affected more than 200 countries worldwide, including Indonesia.
The first cases of covid-19 in Indonesia were detected on March 2nd, 2020, in Jakarta, the capital city of Indonesia. Up to April 19th, 2022, according to WHO (https://covid19.who.int/), there
were 503,131,834 total cumulative cases of Covid-19 around the world, and there
were 6,200,571 cumulative deaths, with 11,324,243,310 vaccines were
administered around the world. At the end of March 2020, Indonesia's case
fatality rate (CFR) reaches 8.9%. During covid-19, to prevent the spread of
covid-19, the Indonesian government implied stay-at-home notification<bold>1</bold>. </p><p >Covid-19
causes similar symptoms to the influenza virus, such as cough, fever, rainy
nose, sore throat, and fatigue. In some cases, covid-19 can complicate
differential diagnosis. Since influenza and covid-19 showed similar symptoms of
respiratory disease, influenza pandemics seem to be a model of covid-19
pandemics. Moreover, covid-19 symptoms can cause weakness, taste disorder, and
myalgia<bold>2</bold><bold>,</bold><bold>3</bold>. The patients who present those symptoms should be promptly checked for
SARS-CoV-2 infection. The diagnostic testing for covid-19 includes molecular
testing, serology testing, and other laboratory assessment. The pharmacology
treatments of covid 19 include antiviral drugs, anti-inflammatory drugs, low
molecular weight heparins, plasma, and hyperimmune immunoglobulins<bold>4</bold>.</p><p >Anxiety,
stress, depressive symptoms, and post-trauma growth (PTG) are other effects of
the Covid-19 pandemic. This condition is influenced people's health-seeking
behavior. A study in Lahore, Pakistan, found a change in people's
health-seeking behavior. During the Covid-19 pandemic, the trend of
self-medication was increasing, and the number of people visiting hospitals
decreased<bold>5</bold>.</p><p >In Indonesia,
a study in four provinces (East Java, Central Java, Riau, and South-East
Celebes) also found that during the Covid-19 pandemic, people tended to do
self-medication compared to visit health center services or hospitals<bold>6</bold>. A qualitative study in Makassar, Indonesia, also found the increasing
trends of self-medication because people were afraid to visit the hospital.
They also thought medicine from drug stores could cure their diseases, such as
influenza symptoms<bold>7</bold>. In Indonesia, self-medication was used for influenza symptoms (such as
fever, headache, and cough), diarrhea, acute pain, and indigestion<bold>8</bold>. During the Covid-19 pandemic, Indonesia's top three diseases cured by
self-medication were fever, flu, and cough. People get information related to
the medication from family, friends, or the internet<bold>9</bold>.</p><p >Nowadays, the
internet is a popular source of health information. One internet that can be
used for searching health care information is Google Trends. Since 2004, Google
Trends has explored web behavior topics or terms. In Google Trends, users can
use up to five topics or terms, and the result will be displayed as a set of
time series. Google Trends have become a powerful tool to demonstrate
epidemiologic surveillance. It is believed to be reliable for surveys related
to RSV worldwide<bold>10</bold>. Previous research on covid-19 has been published using google trends<bold>11</bold><bold>-</bold><bold>13</bold>. However, the use of Google Trends to assess the drug-related terms in
Indonesia is limited. Therefore, this study aimed to investigate influenza
symptoms' trends in drug searching in Indonesia. Moreover, the positive
confirmed cases during covid-19 in Indonesia were searched to obtain the peak
of the covid-19 outbreak.</p>
			</sec><sec>
			<title>MATERIALS AND METHODS</title>
				<p ><bold>Google Trend Searching</bold></p><p >Google Trends
were used to search influenza symptoms drug terms in Indonesian between
December 6th, 2020, and November 30th, 2021. The
exploration data was shown by a graphic that indicated relative search volume
(RSV). The terms related influenza’s drugs in Indonesian language were “obat
flu”, “obat batuk”, “obat pilek”, “obat demam”, and “obat
sakit tenggorokan”. “Obat flu” means “influenza medications,” while
“obat batuk,” “obat pilek,” “obat demam,” and “obat
sakit tenggorokan” means “cough medications,” “runny nose medications,”
“fever medications,” and “sore throat medications,” respectively. The terms
were searched in comparison of those five terms/ keywords and individual search
of those five terms/ keywords.</p><p ><bold>Positive Covid-19 Confirmed Cases in Indonesia</bold></p><p >To obtain the
positive Covid-19 confirmed cases in Indonesia, the Indonesian government
website (https://covid19.go.id/) and WHO website (https://covid19.who.int/) were accessed.
Both websites provided information related to the Covid-19 cases in Indonesia,
including positive Covid-19, confirmed cases, recovered Covid-19 cases, and
mortality cases of Covid-19 in Indonesia.</p>
			</sec><sec>
			<title>RESULTS AND DISCUSSION</title>
				<p ><bold>Figure 1</bold> shows Indonesia's
positive confirmed cases of covid-19 from December 2020 to November 2021. This
figure indicated increasing covid-19 positive cases in Indonesia during July
and August. Previous research showed that the case fatality rate (CFR) of covid-19
reached 8.9% at the end of March 2020. To minimize and prevent the covid-19
spread in Indonesia, the central government applied the regulation of a social
distancing project called Pembatasan Sosial Berskala Besar (PSBB) by
April 2020. The implementation of PSBB depends on the local governments because
the central government gave the authority of implementation to the local
governments. However, before the local governments implemented the PSBB, they
had to wait for approval from the Indonesian Ministry of Health. Thus, the
implementation of PSBB, such as time and policy, is diverse in each area of
Indonesia<bold>14</bold><bold>,</bold><bold>15</bold>.</p><p ><bold>Figure</bold><bold>1</bold><bold>.</bold> Positive confirmed cases of Covid-19 in
Indonesia from December 2020 to November 2021</p><p >Using the search
terms related to drug-related influenza symptoms, this study reported searching
trends during the Covid-19 outbreak in Indonesia, from December 6th,
2020, to November 30th, 2021. The RSV of search terms “obat flu”,
“obat batuk”, “obat pilek”, “obat demam”, dan “obat
sakit tenggorokan in comparison were displayed in <bold>Figure 2</bold>. This figure
illustrated the increasing trends in all five search terms during July and
August. The main symptoms of Covid-19 are fever, cough, fatigue, slight
dyspnea, sore throat, headache, conjunctivitis, and gastrointestinal issues.
The highest RSV was found on the term “obat batuk”. This result aligns
with previous studies that cough is one common symptom of Covid-19. Cough is
one of the usual symptoms of Covid-19, which can persist for weeks or months
after the infection<bold>16</bold>. Another
longitudinal study in Geneva found that cough and loss of taste or smell were
common symptoms in the early phase<bold>17</bold>. A systematic
review also found that cough was a common symptom of Covid-19 in 25 studies.
Based on the studies in this systematic review, among 1000 people, around 655
people would get a cough. Of 655 people who got a cough, 142 people would have
Covid-19. Of the rest of the 345 who did not get a cough, around 68 people
would get Covid-19<bold>18</bold>. However, the
result of the current study is different from the result of Lai et al.
in 2020, which found the most common symptom of Covid-19 was fever, followed by
a cough<bold>19</bold>.</p><p ><bold>Figure</bold><bold>2</bold><bold>.</bold> Google Trends Search Terms of “Obat
flu”, “Obat batuk”, “Obat pilek”, “Obat demam”, and “Obat
sakit tenggorokan” from December 6th, 2020 to November 30th,
2021</p><p >Next, to determine
each term's individual trend, the keyword using Google Trends was conducted.
Figure 3 demonstrates the individual figure of each term. All the individual
figures showed an increasing trend between July and August 2021. Terms of “obat
flu”, “obat batuk”, “obat pilek”, “obat demam”, and “obat
sakit tenggorokan” were found to have the similar trend. The frame time of
increasing individual trend search of “obat flu”, “obat batuk”, “obat
pilek”, “obat demam”, and “obat sakit tenggorokan” is similar
with the increasing of covid-19 positive cases in Indonesia. This condition can
be related to anxiety and stress. During the Covid-19 pandemic, Indonesian
people's prevalence of mental health problems, such as stress, anxiety, and depression,
increased. Information from the mass media could be one of the reasons. A study
in China found that the use of media mass was associated with negative affect,
anxiety, and stress<bold>20</bold>. In Indonesia, the
use of media mass is also positively associated with anxiety. The content of
information from media mass is also related to people's mental health.
Stressful content was more associated with negative affect, stress, and
anxiety. On the other hand, positive content, such as heroic acts and disease
prevention, was associated with positive affect and less depression<bold>21</bold>. Between July and
August 2021, more negative information, such as positive cases and death news,
was in the mass media. This stressful content could lead to anxiety in the
community.</p><p ><bold>a b</bold></p><p >
 
 
 
 
 

 
 
 
 
 
</p><p ><bold>c d</bold></p><p >
 
 
 
 
 
</p><p ><bold>e</bold></p><p ><bold>Figure</bold><bold>3</bold><bold>.</bold> Google Trends Search for Individual Term
of “Obat flu” <bold>(a)</bold>, “Obat batuk”<bold> (b)</bold>, “Obat pilek”<bold>
(c)</bold>, “Obat demam”<bold> (d)</bold>, and “Obat sakit tenggorokan”<bold>
(e)</bold> from December 6th, 2020 to November 30th, 2021</p><p >The trend shown by
combination terms or individual terms related to influenza’s symptoms drugs
showed a similar pattern with positive Covid-19 confirmed cases trends from the
government website. The increasing Google Trend search and positive Covid-19 confirmed
cases peaked in July and August 2021. This result may be related to the
increase in anxiety. Anindyajati et al.<bold>22</bold> found that one in
five people in Indonesia got anxiety during the pandemic of Covid-19. One of
the riskiest groups is people who are suspected cases of Covid-19. However, the
anxiety could make people think twice before they go to the hospital during the
Covid-19 pandemic. A study in Indonesia found that during the Covid-19
pandemic, people tended to self-medicate compared than visiting health center
services or hospitals<bold>6</bold>. Other studies
found that during the Covid-19 pandemic, fever, flu, and cough were the top
three diseases cured by self-medication. The medicine information usually comes
from family, friends, or the internet. A study found that during the second
wave of the outbreak of Covid-19 (during June 2021), people self-medicate based
on information they got through social media, such as WhatsApp<bold>23</bold>. In the future,
Google Trends analysis related to the Covid-19 drugs, such as antiviruses and
vitamins, need to be investigated.</p>
			</sec><sec>
			<title>CONCLUSION</title>
				<p >During
the covid-19 outbreak peak in Indonesia, reported in July and August, there
were increasing Google search terms related to influenza’s symptoms drugs. The
highest Google search terms were observed on “Obat batuk” terms. Further
research related to the correlation of positive covid-19 confirmed cases with Google
search terms related to the drug using statistics analysis needs to be
explored.</p>
			</sec><sec>
			<title>ACKNOWLEDGMENT</title>
				<p >This research was funded
by Blockgrant Research of Health Science Faculty, Universitas Muhammadiyah
Malang.</p>
			</sec><sec>
			<title>AUTHORS’ CONTRIBUTION</title>
				<p ><bold>Nailis Syifa'</bold>: data collection, formal analysis. <bold>Nurul Purborini</bold>: data
collection, formal analysis.</p>
			</sec><sec>
			<title>DATA AVAILABILITY</title>
				<p >None.</p>
			</sec><sec>
			<title>CONFLICT OF INTEREST</title>
				<p >The
authors declare no conflict of interest.</p>
			</sec><sec>
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			</sec></body>
  <back>
    <ack>
      <p>This research was funded by Blockgrant Research of Health Science Faculty, Universitas Muhammadiyah Malang.</p>
    </ack>
  </back>
</article>