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<!DOCTYPE ArticleSet PUBLIC "-//NLM//DTD PubMed 2.7//EN" "https://dtd.nlm.nih.gov/ncbi/pubmed/in/PubMed.dtd">
<ArticleSet>
<Article>
<Journal>
				<PublisherName>موسسه پژوهش های برنامه ریزی، اقتصاد کشاورزی و توسعه روستایی</PublisherName>
				<JournalTitle>اقتصاد کشاورزی و توسعه</JournalTitle>
				<Issn>1022-4211</Issn>
				<Volume>33</Volume>
				<Issue>3</Issue>
				<PubDate PubStatus="epublish">
					<Year>2025</Year>
					<Month>11</Month>
					<Day>22</Day>
				</PubDate>
			</Journal>
<ArticleTitle>The Impact of Knowledge-Based Economy Components on Performance of Environment: A Comparative Study of Iran and Neighboring Countries</ArticleTitle>
<VernacularTitle>بررسی تأثیر مؤلفه­‌های اقتصاد دانش‌‏بنیان بر عملکرد محیط زیست: مقایسه ایران با کشورهای همسایه</VernacularTitle>
			<FirstPage>27</FirstPage>
			<LastPage>59</LastPage>
			<ELocationID EIdType="pii">132223</ELocationID>
			
<ELocationID EIdType="doi">10.30490/aead.2025.367328.1643</ELocationID>
			
			<Language>FA</Language>
<AuthorList>
<Author>
					<FirstName>مینا</FirstName>
					<LastName>صالح نیا</LastName>
<Affiliation>استادیار اقتصاد کشاورزی، مؤسسه پژوهش‌های برنامه‌ریزی، اقتصاد کشاورزی و توسعه روستایی، تهران، ایران</Affiliation>

</Author>
</AuthorList>
				<PublicationType>Journal Article</PublicationType>
			<History>
				<PubDate PubStatus="received">
					<Year>2024</Year>
					<Month>11</Month>
					<Day>17</Day>
				</PubDate>
			</History>
		<Abstract>&lt;strong&gt;&lt;span style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-bidi-language: FA;&quot;&gt;Introduction: &lt;/span&gt;&lt;/strong&gt;&lt;span lang=&quot;EN&quot; style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-ansi-language: EN; mso-bidi-language: FA;&quot;&gt;Knowledge-Based Economy (KBE) is often explained as a possible way for society to achieve sustainable economic growth, and solve various environmental challenges caused by the increasing scarcity of resources.&lt;/span&gt;&lt;span lang=&quot;EN&quot; style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; color: #1f1f1f; mso-ansi-language: EN;&quot;&gt; &lt;/span&gt;&lt;span lang=&quot;EN&quot; style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-ansi-language: EN; mso-bidi-language: FA;&quot;&gt;Today, in most countries, the process of sustainable development is well aligned with the development process of KBE. To achieve appropriate changes, these two processes need to be coordinated. Based on this, this study aimed mainly at focusing on the factors related to KBE, that improves the environmental situation, increases competitiveness, and achieves sustainability in Iran. Despite all the advantages of KBE and its role in the development of countries, according to the latest ranking of KBE in 2012 by the World Bank, Iran’s economy was not in a good place among other countries. Also, currently one of the most important issues at the global and national level in many countries of the world is environmental issues, and for this reason, several environmental indicators were proposed to monitor the processes of environmental destruction. One of the most important indicators, which is currently widely used as a benchmark for comparing countries and is published biannually regarding environmental protection, is the Environmental Performance Index (EPI).&lt;/span&gt;&lt;span lang=&quot;EN&quot; style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; color: #1f1f1f; mso-ansi-language: EN;&quot;&gt; &lt;/span&gt;&lt;span lang=&quot;EN&quot; style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-ansi-language: EN; mso-bidi-language: FA;&quot;&gt;In this research, an attempt was made to investigate the effect of KBE components on Environmental Performance Index (EPI) of Iran and neighboring countries. &lt;/span&gt;&lt;br&gt;&lt;strong&gt;&lt;span style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-bidi-language: FA;&quot;&gt;Materials and Methods: &lt;/span&gt;&lt;/strong&gt;&lt;span lang=&quot;EN&quot; style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-ansi-language: EN; mso-bidi-language: FA;&quot;&gt;The World Bank identified four pillars in the framework of KBE, including &lt;/span&gt;&lt;span style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-bidi-language: FA;&quot;&gt;economic and institutional regime&lt;/span&gt;&lt;span lang=&quot;EN&quot; style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-ansi-language: EN; mso-bidi-language: FA;&quot;&gt;, &lt;/span&gt;&lt;span style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-bidi-language: FA;&quot;&gt;education and skills&lt;/span&gt;&lt;span lang=&quot;EN&quot; style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-ansi-language: EN; mso-bidi-language: FA;&quot;&gt;, &lt;/span&gt;&lt;span style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-bidi-language: FA;&quot;&gt;information and communication infrastructure&lt;/span&gt;&lt;span lang=&quot;EN&quot; style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-ansi-language: EN; mso-bidi-language: FA;&quot;&gt;, and &lt;/span&gt;&lt;span style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-bidi-language: FA;&quot;&gt;innovation system&lt;/span&gt;&lt;span lang=&quot;EN&quot; style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-ansi-language: EN; mso-bidi-language: FA;&quot;&gt;. Each of these pillars consists of indicators. The Knowledge Economy Index (KEI), developed by the World Bank for the Knowledge Assessment Method (KAM), examines whether the environment is suitable for the effective use of knowledge for economic development. KEI is a comprehensive index equivalent to the average normalized scores of the performance of a country or region in each of the four pillars, indicating the overall progress of that country or region from the perspective of the knowledge economy.&lt;/span&gt;&lt;span lang=&quot;EN&quot; style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; color: #1f1f1f; mso-ansi-language: EN;&quot;&gt; &lt;/span&gt;&lt;span lang=&quot;EN&quot; style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-ansi-language: EN; mso-bidi-language: FA;&quot;&gt;On the other hand, the environmental performance index is also a composite index that summarizes country-level data on 40 specific indicators. In this study, while knowing the components of the Environmental Performance Index (EPI) and the Knowledge-Based Economy (KBE), the performance of EPI was evaluated against each of the dimensions of the knowledge-based economy. For this purpose, the components of the KBE were included in the modeling once in the form of four pillars in a separate form, and again in the form of the KEI composite index. The studied countries included Iran, Türkiye, Iraq, Pakistan, Azerbaijan and Armenia.&lt;/span&gt;&lt;br&gt;&lt;strong&gt;&lt;span style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-bidi-language: FA;&quot;&gt;Results and Discussion: &lt;/span&gt;&lt;/strong&gt;&lt;span style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-bidi-language: FA;&quot;&gt;According to the study results, the &lt;/span&gt;&lt;span lang=&quot;EN&quot; style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-ansi-language: EN; mso-bidi-language: FA;&quot;&gt;highest score obtained in the composite index of&lt;/span&gt;&lt;span lang=&quot;EN&quot; style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-bidi-language: FA;&quot;&gt; &lt;/span&gt;&lt;span style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-bidi-language: FA;&quot;&gt;KBE&lt;/span&gt;&lt;span lang=&quot;EN&quot; style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-ansi-language: EN; mso-bidi-language: FA;&quot;&gt; belongs to Türkiye with a value of 7.27, and after that, Armenia and Iran are in almost the same rank with an average of 5.85 and 5.57, respectively. In terms of the constituent elements of the KBE, Armenia performed better than other countries in providing an &lt;/span&gt;&lt;span style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-bidi-language: FA;&quot;&gt;economic and institutional regime&lt;/span&gt;&lt;span lang=&quot;EN&quot; style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-ansi-language: EN; mso-bidi-language: FA;&quot;&gt;, and the same was true for Türkiye in &lt;/span&gt;&lt;span style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-bidi-language: FA;&quot;&gt;education and skills&lt;/span&gt;&lt;span lang=&quot;EN&quot; style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-ansi-language: EN; mso-bidi-language: FA;&quot;&gt;.&lt;/span&gt;&lt;span lang=&quot;EN&quot; style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; color: #1f1f1f; mso-ansi-language: EN;&quot;&gt; &lt;/span&gt;&lt;span lang=&quot;EN&quot; style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-ansi-language: EN; mso-bidi-language: FA;&quot;&gt;Azerbaijan and Iran countries were leaders in the field of &lt;/span&gt;&lt;span style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-bidi-language: FA;&quot;&gt;information and communication infrastructure&lt;/span&gt;&lt;span lang=&quot;EN&quot; style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-ansi-language: EN; mso-bidi-language: FA;&quot;&gt;, and &lt;/span&gt;&lt;span style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-bidi-language: FA;&quot;&gt;innovation system&lt;/span&gt;&lt;span lang=&quot;EN&quot; style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-ansi-language: EN; mso-bidi-language: FA;&quot;&gt;, respectively. The estimation of the final model of the panel data with the Generalized Least Squares (GLS) method indicated that the share of government education expenditures in the GDP (related to the &lt;/span&gt;&lt;span style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-bidi-language: FA;&quot;&gt;education and skills&lt;/span&gt;&lt;span lang=&quot;EN&quot; style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-ansi-language: EN; mso-bidi-language: FA;&quot;&gt; component) was the only variable that had a positive effect on the Environmental Performance Index (EPI). In such a way that with a one percent increase in the share of education expenses, EPI would increase by 0.336 percent. The variable of the volume of international trade (one of the indicators of the pillar of the &lt;/span&gt;&lt;span style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-bidi-language: FA;&quot;&gt;economic and institutional regime&lt;/span&gt;&lt;span lang=&quot;EN&quot; style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-ansi-language: EN; mso-bidi-language: FA;&quot;&gt;) and the variable of the share of research and development expenses in GDP (belonging to the pillar of the &lt;/span&gt;&lt;span style=&quot;mso-bookmark: _Hlk182045593;&quot;&gt;&lt;span style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-bidi-language: FA;&quot;&gt;innovation system&lt;/span&gt;&lt;/span&gt;&lt;span lang=&quot;EN&quot; style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-ansi-language: EN; mso-bidi-language: FA;&quot;&gt;) showed a significant negative effect on the environmental performance of countries. Similarly, the composite index of the KBE also had an inverse relationship with EPI.&lt;/span&gt;&lt;strong&gt;&lt;span style=&quot;font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-bidi-language: FA;&quot;&gt; &lt;/span&gt;&lt;/strong&gt;&lt;br&gt;&lt;strong&gt;&lt;span style=&quot;font-size: 11.0pt; line-height: 107%; font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: FA;&quot;&gt;Conclusion and Suggestions: &lt;/span&gt;&lt;/strong&gt;&lt;span lang=&quot;EN&quot; style=&quot;font-size: 11.0pt; line-height: 107%; font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-ansi-language: EN; mso-fareast-language: EN-US; mso-bidi-language: FA;&quot;&gt;Based on the results, it is necessary to adopt strict environmental laws for the activities of relevant units, especially foreign companies, in order to prevent pollution and resource depletion. Avoiding the sale of &lt;/span&gt;&lt;span style=&quot;font-size: 11.0pt; line-height: 107%; font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: FA;&quot;&gt;raw materials&lt;/span&gt;&lt;span lang=&quot;EN&quot; style=&quot;font-size: 11.0pt; line-height: 107%; font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-ansi-language: EN; mso-fareast-language: EN-US; mso-bidi-language: FA;&quot;&gt; and exporting products with higher value-added is recommended in this regard. In the case of Iran, with a high rank in the pillar of the &lt;/span&gt;&lt;span style=&quot;font-size: 11.0pt; line-height: 107%; font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: FA;&quot;&gt;innovation system&lt;/span&gt;&lt;span lang=&quot;EN&quot; style=&quot;font-size: 11.0pt; line-height: 107%; font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-ansi-language: EN; mso-fareast-language: EN-US; mso-bidi-language: FA;&quot;&gt;, the development of the export of technical and engineering services can be considered. Keeping in mind the positive effect of investing in education and human resource development, it is recommended to pay attention to increasing the share of government education in the GDP. It should also be ensured that the resources needed to finance education are distributed fairly in educational levels, programs and regions to improve the enrollment rate and quality of education&lt;/span&gt;</Abstract>
			<OtherAbstract Language="FA">&lt;span dir=&quot;RTL&quot; lang=&quot;FA&quot; style=&quot;font-size: 12.0pt; mso-ansi-font-size: 10.0pt; line-height: 107%; font-family: &#039;B Mitra&#039;; mso-ascii-font-family: &#039;Times New Roman&#039;; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-hansi-font-family: &#039;Times New Roman&#039;; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: FA;&quot;&gt;اقتصاد دانش‌‏بنیان (KBA) به‏ طور معمول&lt;span dir=&quot;RTL&quot; lang=&quot;FA&quot; style=&quot;font-size: 12.0pt; mso-ansi-font-size: 10.0pt; line-height: 107%; font-family: &#039;Calibri&#039;,sans-serif; mso-ascii-font-family: &#039;Times New Roman&#039;; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-hansi-font-family: &#039;Times New Roman&#039;; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: FA;&quot;&gt;،&lt;/span&gt; به ‏عنوان یک راهکار بالقوه برای تحقق رشد اقتصادی پایدار در جامعه مطرح می­‌شود و می‌­تواند در رفع چالش­‌های مختلف زیست‌‏محیطی ناشی از کمبود روزافزون منابع، مؤثر باشد. از این‏رو، هدف اصلی پژوهش حاضر بررسی تأثیر مؤلفه‌­های اقتصاد دانش‌­بنیان بر شاخص عملکرد زیست‏‌محیطی (EPI) در ایران و کشورهای همسایه شامل ترکیه، عراق، پاکستان، جمهوری آذربایجان و ارمنستان بود. بدین منظور، شاخص ترکیبی اقتصاد دانش‌&lt;span style=&quot;font-size: 10.0pt; mso-bidi-font-size: 12.0pt; line-height: 107%; font-family: &#039;Times New Roman&#039;,serif; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-bidi-font-family: &#039;B Mitra&#039;; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: FA;&quot;&gt;­&lt;/span&gt;بنیان برای کشورهای مورد مطالعه با استفاده از روش ارزیابی دانش بانک جهانی طی سال­‌های 2022-2006 محاسبه و سپس&lt;span dir=&quot;RTL&quot; lang=&quot;AR-SA&quot; style=&quot;font-size: 12.0pt; mso-ansi-font-size: 10.0pt; line-height: 107%; font-family: &#039;B Mitra&#039;; mso-ascii-font-family: &#039;Times New Roman&#039;; mso-fareast-font-family: Calibri; mso-fareast-theme-font: minor-latin; mso-hansi-font-family: &#039;Times New Roman&#039;; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA;&quot;&gt;، &lt;/span&gt;تأثیر مؤلفه‌­های اقتصاد دانش‌‏بنیان بر عملکرد محیط زیست در چارچوب داده­‌های پانل و با به‌‏کارگیری &lt;span dir=&quot;RTL&quot; lang=&quot;AR-SA&quot; style=&quot;font-size: 12.0pt; mso-ansi-font-size: 10.0pt; line-height: 107%; font-family: &#039;B Mitra&#039;; mso-ascii-font-family: &#039;Times New Roman&#039;; mso-fareast-font-family: &#039;Times New Roman&#039;; mso-hansi-font-family: &#039;Times New Roman&#039;; mso-ansi-language: EN-US; mso-fareast-language: EN-US; mso-bidi-language: AR-SA;&quot;&gt;روش حداقل مربعات تعمیم‌‏یافته (GLS) بررسی شد. نتایج پژوهش نشان داد که در شاخص ترکیبی اقتصاد دانش‌بنیان، ترکیه با میانگین 7/27 بیشترین امتیاز را کسب کرده است؛ پس از آن، ارمنستان و ایران، به‏ ترتیب، با میانگین‌های 5/85 و 5/57 در رتبه‌های بعدی قرار دارند. نتایج برآورد مدل نهایی داده‌­های پانل نیز حاکی از آن بود که سهم مخارج آموزش دولتی از تولید ناخالص داخلی (مربوط به رکن آموزش و توسعه منابع انسانی) تنها متغیر دارای اثر مثبت بر شاخص عملکرد زیست‏‌محیطی است، به ‏گونه‌‏ای که با افزایش یک درصدی این سهم، EPI به میزان 0/336 درصد افزایش می‌­یابد؛ افزون بر این، متغیر حجم تجارت بین‌­الملل (از شاخص‌­های رکن نظام انگیزشی و نهادی اقتصادی) و نیز متغیر سهم مخارج تحقیق و توسعه از تولید ناخالص داخلی (متعلق به رکن نوآوری و پذیرش ابداعات) اثر منفی و معنی‌­دار بر عملکرد زیست‌‏محیطی کشورها دارند؛ به ‏طور مشابه، شاخص ترکیبی اقتصاد دانش‌‏بنیان نیز رابطه معکوس با شاخص EPI دارد. با توجه به یافته­‌های پژوهش حاضر، پیشنهاد می‌­شود که در راستای بهبود عملکرد زیست‌محیطی، برای فعالیت‌های واحدهای اقتصادی به‌‏ویژه شرکت‌های خارجی، قوانین زیست‌محیطی دقیق اعمال شود؛ همچنین، توسعه صادرات خدمات فنی و مهندسی و نیز افزایش سهم مخارج آموزش دولتی از تولید ناخالص داخلی به ‏همراه توزیع عادلانه آن از دیگر پیشنهادهای پژوهش حاضر به ‏شمار می‌روند.&lt;/span&gt;&lt;/span&gt;</OtherAbstract>
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