Import Export Research Articles

A study on the interaction between local governments and tea in 19th century China from the perspective of capital theory: Centered on thе Hubei and Hunan region

This study adopts a case study method to investigate the interaction between tea and the local government. From the 18th century to the early 20th century, black tea was an important export commodity of China’s Hubei and Hunan region (两湖地区). The black tea trade between the UK and the Hubei and Hunan region (两湖地区) had driven the rise of black tea cultural capital in the region. The cultural capital of black tea brought economic capital, and the local government increased fiscal revenue by levying likin on tea. The economic capital of black tea transformed into political capital, and the local government could compete with the central government and directly negotiate with foreign governments. To dump products onto China, the British government had to maintain the unity of the Chinese market, choose to ally with the central government and weaken the autonomy of the local government of the Hubei and Hunan region (两湖地区). The local governments turned to seeking support from Russia and developed the brick tea trade. This result led to the gradual inability of the national power represented by the central government to control local governments.

The Relationship Between Oda, Import–Export Turnover, and Vietnam’s Economic Growth During the Period 1995 – 2022 (SDG)

Objectives: This article studies the relationship between official development assistance (ODA), import-export turnover, and Vietnam’s economic growth during the period 1995–2022. Method: Using qualitative combined with quantitative research methods, based on the database collected by year from 1995 to 2022 from the website of the General Statistics Office, International Monetary Fund, Ministry of Finance, and World Bank...The database was analized by the Eview 12 Software. Results and Discussion: Vietnam’s economic growth depends on the operation of ODA budget solutions and total export turnover over time. ODA capital has a positive impact but is not as clear as total import-export turnover. In the first stage, when ODA capital rises, GDPR increases too, but in the later stages, continuing to increase ODA capital will not benefit the Vietnamese economy, while total export turnover has a positive effect on Vietnam’s economic growth for a long time. Research Implications: ODA capital only has a positive impact in the early stages when Vietnam enters the innovation phase, but in the later stages, international trade plays a more important role in Vietnam’s economic growth. Under the condition that other factors remain unchanged when total export turnover increases by 1%, GDPR increases by 0.416906%. Value: From the results of the analysis, the research team proposes solutions to selectively attract ODA, effectively use capital to ensure that infrastructure continues to be developed more modernly, and strengthen international trade activities to motivate sustainable economic growth.

Energy dynamics affecting the US economy; natural energy investments, carbon emissions, production, exports and GDP per Capita.

This study investigates how carbon dioxide emissions, natural gas, energy consumption, energy investment, coal and crude oil, and per capita exports affected the economic growth of the United States from 1993 to 2023 using the Vector Error Correction (VEC) model. The findings highlight the importance of exports and energy investment in driving both short- and long-term economic growth, while also highlighting interactions between carbon emissions, coal use and crude oil. It was determined that changes in natural gas and exports affected energy investment in the short term, while coal and exports affected natural gas. These results provide valuable information about the dynamics of the American economy and contribute to our understanding of the complex interactions between various factors and their effects on economic growth, offering implications for further research and policy development to promote sustainable economic development.

Trade Creation or Diversion?—Evidence from China’s Forest Wood Product Trade

In recent years, trade protectionism and unilateralism have prevailed, and countries around the world have imposed restrictions on log exports. It has also become more difficult for China to import wood resources and export deep-processed wood forest products. Based on panel data from 2000 to 2019, this study uses social network analysis to measure the level of the Chinese wood forest product trade network, takes the Chinese free trade agreements (FTAs) as the natural experiment, and uses the multi-stage double-difference method to investigate the impact of the signed FTAs on China’s wood forest product trade. The study finds that the trade network of Chinese wood forest products is becoming increasingly complex, and the central position of China and the Association of Southeast Asian Nations (ASEAN) in the network is increasing year by year. The signing of FTAs has had a significant positive impact on the trade of wood forest products in China and a significant trade creation effect. This finding remains true after conducting the placebo test and propensity score-matched regression control. At the same time, the import of wood forest products in China will have a significant trade transfer effect due to the signing of FTAs, and this will not affect exports. Although FTAs show significant trade creation and trade transfer effects in China’s wood forest product trade, they also increase, to a certain extent, the mismatch of forest resources worldwide.

Yield performance evaluation of kabuli and desi chickpea (Cicer arietinum L.) varieties under rainfed condition

Chickpea is one of Ethiopia’s main grain legume crops and it is third most important export legumes after faba bean and haricot bean. The performance information for chickpea cultivars under varying environmental conditions in the Somali region is limited. A field experiment was conducted to test the adaptability of 14 released chickpea varieties (both kabuli and desi types) at Kebribeya and Jigjiga in 2021. The experiment was carried out using a complete randomized block design with three replications for both types separately. The analysis of variance computed for seven traits for each location and over the location revealed the presence of significant variability between varieties. Variety by location interaction was highly significant for most yield and yield related for both types, this indicated that location-specific variety selection is needed. Hence, among the tested kabuli types, Koka and Hora for Kebribeya and Ejera and Koka for Jigjiga were selected based on their grain yield potential and other yield and yield-related traits. Regarding the desi-type Dalota and Dimtu for Kebribeya and Dalota, Natoil and Teketay for the Jigjiga location were the best high-yielder varieties among tested varieties. Additionally, the phenotypic correlation between traits revealed that most traits were associated with grain yield. Specifically, days to maturity and the number of pods per plant were highly correlated with grain yield in both types and were also used as important traits for variety selection. Therefore, the selected varieties from both chickpea types are recommended for popularization in study areas and other similar agroecology.

Enhancing Renewable Energy Integration in Developing Countries: A Policy-Oriented Analysis of Net Metering in Pakistan Amid Economic Challenges

Net metering (NM) is among the potent regulatory tools used globally for supporting distributed generation and renewable energy sources. This paper examines the trajectory of NM in a developing country such as Pakistan, analyzing the impact of regulatory changes, confidence-building strategies, hindering factors, and technical/financial issues. The three-stage methodology involves three components, namely techno-economic analysis, stakeholder engagement surveys, and impact analysis of financing mechanisms. This study emphasizes the importance of clear regulatory and financial frameworks, grid upgrades, and public–private partnerships for technology distribution in the context of a developing country with weak grid utilities and an import–export energy ratio. It also explores the role of financial incentives, such as tax breaks and subsidies, to encourage investment in NM systems from the perspective of lucrative rates, impact on paybacks, and return on investments, and proposes concrete solutions to enhance financial inclusion for ambitious renewable energy goals. Until April 2023, over 56,000 NM/distributed generation facilities were commissioned, with an installed capacity of 950 MW. By May 2024, the number of NM consumers reached ~100,000, with a 1950 MW capacity, nearly doubling. However, the import and export ratio of IESCO changed most, with 61% exports and 39% imports, directly impacting the revenue stream. A total of 60% of banks have adopted actions linked with green banking criteria, aiming to limit their environmental impact. The change in tariff will result in reduced ROI for NM consumers to 20%, and increase the payback period from less than 4 years to 13 years. Government subsidies, tax breaks, and green financing frameworks are proposed to encourage investment, but have been abruptly halted, and were previously at a 6% interest rate. This research aims to provide insights into effective market evaluation methodologies for NM programs and offer policy recommendations to strengthen legislative and institutional frameworks governing NM.

Trade Policy Review of Turkey

AbstractThis paper examines the WTO's 2023 Trade Policy Review (TPR) of Turkey, covering 2016–2022. As Turkey marked its centenary in 2023, the TPR allows for critical reflections on Turkey's global and European economic integration and its evolving economic policies. The review period witnessed key developments: heightened tensions with the European Union (EU), the country's transition into a presidential system, and the impacts of COVID‐19 and the Ukraine war. Turkey continued its state‐led development and proactive industrial policy post‐Global Financial Crisis, aiming to reduce the current account deficit, diversify exports, advance technological sophistication and enhance its position in global value chains (GVCs). Recently Turkey has further aligned its import–export regimes and trade negotiations with these strategic goals, increasing its Most Favoured Nation tariffs and adopting localisation strategies to support key sectors. Turkey navigated the pandemic effectively, bolstering its role in global supply chains, as indicated by its increased trade‐to‐GDP ratio. This underscores its economic resilience and strategic location. However, Turkey's trade policies are increasingly diverging from those of the EU, its main trade and supply chain partner and Customs Union ally. Turkey's new Regional Trade Agreements aim for deeper sectoral integration with partners other than the EU.

Trade agreements when profits matter

This paper suggests a rationale for the GATT/WTO ban on export subsidies by showing that, in a linear Cournot profit-shifting model in which countries invest in a policy infrastructure before imposing trade policy, an agreement banning export subsidies tends to be more self-enforcing than one banning tariffs. Oligopoly introduces asymmetry between import tariffs and export subsidies: terms-of-trade and profit-shifting effects run in the same direction for import tariffs but in opposite directions for export subsidies. This asymmetry and the fact that it takes time for countries to change their trade policy infrastructure imply that the payoffs on the off-equilibrium path under an import-tariff-only agreement tend to be lower than those on the off-equilibrium path under an export-subsidy-only agreement. Specifically, punishment with tariffs is harsher than punishment with subsidies. When the set of instruments is restricted to import tariffs, a trade agreement needs to neutralize both the terms-of-trade and profit-shifting externalities.

Flp/FRT-mediated disruption of ptex150 and exp2 in Plasmodium falciparum sporozoites inhibits liver-stage development

Plasmodium falciparum causes severe malaria and assembles a protein translocon (PTEX) complex at the parasitophorous vacuole membrane (PVM) of infected erythrocytes, through which several hundred proteins are exported to facilitate growth. The preceding liver stage of infection involves growth in a hepatocyte-derived PVM; however, the importance of protein export during P. falciparum liver infection remains unexplored. Here, we use the FlpL/FRT system to conditionally excise genes in P. falciparum sporozoites for functional liver-stage studies. Disruption of PTEX members ptex150 and exp2 did not affect sporozoite development in mosquitoes or infectivity for hepatocytes but attenuated liver-stage growth in humanized mice. While PTEX150 deficiency reduced fitness on day 6 postinfection by 40%, EXP2 deficiency caused 100% loss of liver parasites, demonstrating that PTEX components are required for growth in hepatocytes to differing degrees. To characterize PTEX loss-of-function mutations, we localized four liver-stage Plasmodium export element (PEXEL) proteins. P. falciparum liver specific protein 2 (LISP2), liver-stage antigen 3 (LSA3), circumsporozoite protein (CSP), and a Plasmodium berghei LISP2 reporter all localized to the periphery of P. falciparum liver stages but were not exported beyond the PVM. Expression of LISP2 and CSP but not LSA3 was reduced in ptex150-FRT and exp2-FRT liver stages, suggesting that expression of some PEXEL proteins is affected directly or indirectly by PTEX disruption. These results show that PTEX150 and EXP2 are important for P. falciparum development in hepatocytes and emphasize the emerging complexity of PEXEL protein trafficking.

Determination of Phenolic, Flavonoid Content and Antioxidant Activity of Oil Rose Products

Rose and rose products are used as raw materials in many sectors including cosmetics, food and medicine. The Rosa damascena Mill. rose genotype, which is intensively cultivated in the Isparta region of Türkiye, is an important export product. The flower of the plant is main source of raw materials for rose oil, herbal teas and cosmetic products due to its high essential oil and polyphenols contents. In this study, Rosa damascena, Rosa centifolia, Rosa alba L., Rosa alba ‘Semiplena’ genotypes were grown in Yalova, which is an alternative region in terms of agro-climatic conditions from Isparta and its surroundings where rose oil cultivation is carried out in Türkiye. Within the scope of the study, total phenolic matter, total antioxidant activity (DPPH and CUPRAC) and total flavonoid contents of flowers (whole flowers), rose water and wastewater of the genotypes were determined. It is important to identify alternative rose genotypes to R. damascena in Türkiye and their potential for cultivation under different climatic conditions. The highest phenolic content (4115 mg gallic acid equivalent GAE 100 g-1) and DPPH antioxidant activity (4893 mg trolox equivalent TE 100 g-1) values were obtained in R. damascena genotype at the first harvest period. The highest CUPRAC antioxidant activity (34237 mg TE 100 g-1) values were obtained in R. centifolia genotype at the first harvest period. In the second harvest period, the highest phenolic content, DPPH antioxidant activity and CUPRAC antioxidant activity values were determined in R. centifolia genotype. Antioxidant activity, phenolic and flavonoid contents of dried rose flowers were higher than in rose water and wastewater. Rose petals were found to have the potential to be used as an important antioxidant source, while total phenolic matter and antioxidant activity values were found to be low in rose water and wastewater. The harvest period was found to be major factor in oil rose flowers, which can be an important polyphenol source.

The emerging landscape of halal tourism in the digital era: an IT perspective

PurposeThe purpose of this paper is to provide a comprehensive literature review on the application of information technology (IT) in Halal tourism. Halal tourism is a segment of the tourism business catering to Muslims in accordance with Islamic law, which has significant potential for economic growth and is an important export market for the global tourism industry.Design/methodology/approachFollowing the guidelines of Kitchenham, this study developed four research questions to achieve its objective. A systematic literature review was conducted using the Preferred Reporting Items for Systematic Reviews and Meta-Analyses methodology, collecting and assessing 163 English-language publications published between 2016 and 2022, resulting in 18 relevant documents.FindingsThe review identified nine key research topics related to IT in Halal tourism, which are organized into three major themes: technology-enhanced Halal tourism, digital marketing and communications in Halal tourism and quality and satisfaction in Halal tourism.Originality/valueThis paper fills a gap in the existing literature by synthesizing the current research on the use of IT in Halal tourism. It also proposes potential areas for future research, such as developing artificial intelligence-powered applications for Halal tourism through the creation of a domain-specific knowledge graph.

Dynamic changes in the bauxite trade competition network structure and its influencing factors: Based on temporal exponential random graph model

Global bauxite resource mismatch, limited resources and rising demand have led to intense import competition and export competition. Based on the bauxite trade data from 2005 to 2020, this study uses the complex network method to construct the bauxite import and export competition network, analyzes the evolution of the global bauxite competition pattern and influencing factors. The results show that: First, the density of global bauxite competition network as a whole is on the rise, and competition networks are somewhat resistant to destruction. Second, the import competition network shows a clear trend towards eastward migration, with China's competition strength standing out. Most of the competing economies in the export competition network are large bauxite resource economies. Third, both import and export competition networks show a tendency to spread from core and semi-periphery regions to periphery region. Finally, it can be seen from the influencing factors analysis, the competition network of bauxite has stability. GDP, population, and FTA significantly promote the formation of competition networks, while CO2 and geographic distance play the opposite role. In addition, the effects of industrial structure, common language and common colony on the import and export competition networks are not uniform.

The green hydrogen-water-food nexus: Analysis for Spain

This research presents a novel approach that analyzes the water requirements for hydrogen production associated with a nationally adopted Green Hydrogen strategy. Green Hydrogen production is one of the most relevant technologies for massive renewable energy integration in transport systems, industries, or heating systems. European Union has launched a strategic roadmap for green hydrogen generation and integration in the energy chain. Spain aims to be one of the most important producers and exporters and has approved a Hydrogen Roadmap for next years, but no previous research has focused on the water requirements. This research finds that Spain's Green Hydrogen Roadmap, and a similar European one, is based on electrolyzers' peak capacity, and this causes a large uncertainty in real hydrogen production and associated water requirements. Spain represents a case study that can be a reference worldwide as it suffers from increasing droughts, has considerable tourist pressure, and is one of the most important producers of greens and fruits. This study proposes a methodology to quantify actual hydrogen production and associated water requirements and proves that current large-scale planning based on peak generation will produce a large uncertainty and could directly impact water supply security. One of the most relevant findings is that hydrogen production and water requirements must be included in these strategies to avoid future water supply tensions. An analysis of alternative water supply using desalinated water analyzes its feasibility and the effects on final cost. The outcomes are an example to be applied in similar scenarios worldwide and prove the need for an integrated energy-water-food strategy to deploy green hydrogen systems.

Pengaruh Digital Marketing, Word of Mouth dan Persepsi Kemudahan terhadap Keputusan Penggunaan dalam Aplikasi Mobile Banking Livin by Mandiri di PT Bank Mandiri (Persero) Tbk KCP Cikarang Jababeka

PT Bank Mandiri (Persero) is a banking company that was restructured from several state banks, namely Bumi Daya Bank, State Trade Bank, Export Import Bank and Indonesian Development Bank. This research, entitled the influence of digital marketing, word of mouth, and perceived ease of use on usage decisions in the Livin by Mandiri mobile banking application, is quantitative research with a survey approach via questionnaires. The population in this study were customers of Bank Mandiri KCP Cikarang Jababeka. The sample used in this research was 100 respondents. The sampling used in this research used a simple random sampling technique, namely a technique for taking sample members from the population randomly without paying attention to the overall level. The results of the research show that digital marketing does not have a significant influence on the decision to use Livin by Mandiri mobile banking for Bank Mandiri KCP Cikarang Jababeka customers, word of mouth has a significant influence on the decision to use Livin by Mandiri mobile banking for Bank Mandiri customers KCP Cikarang Jababeka, perception of ease of use significant influence on the decision to use Livin by Mandiri mobile banking for Bank Mandiri KCP Cikarang Jababeka customers.

Bulb growth parameters of wild geophyte, giant snowdrop (Galanthus elwesii Hook. f.) in different media and nutrient solution recipes

Giant snowdrop (Galanthus elwesii Hook. f.) is reported on CITES lists as the most important wild-collected export flower bulb of Turkey. After the destruction caused by extensive collecting for many years, collection and trade have been controlled by the government since the late 1980’s. Export quotas are annually set by a technical committee, following field inspections by scientific teams. Small bulbs (under-sized) are also unintentionally collected from nature together with marketable sized bulbs (> 4 cm). Low success rate at cultivation of field grown snowdrop and loss of these small bulbs reveals the necessity of the studies on soilless culture. This study aimed to select the suitable growing media and mineral nutrition for snowdrop bulb production. Under-sized (unmarketable) bulbs of Galanthus elwesii Hook. f. were cultivated in four different growing media (perlite, coco-peat, soil, or spent mushroom compost + perlite) with four different nutrient solutions. The growing media affected most of the investigated parameters (sprouting time, sprouting ratio, total weight and increase ratio, number of harvested bulbs, and bulb grades). No significant effect of nutrient solutions was determined on the parameters. Spent mushroom compost + perlite appeared to be the most effective growing media.

Yield prediction models for some wheat varieties with satellite‐based drought indices and machine learning algorithms

AbstractIn recent years, frequent drought events in Konya, one of Türkiye's most important cereal production centres, have led to increased pressure on water and soil resources, resulting in yield losses, particularly in wheat production. Alternative yield prediction models, especially those that play a crucial role in agricultural import–export planning in the region, are important for economic contributions and the development of early warning systems. In this context, the aim of this study is to develop models that can be used in the yield prediction of wheat varieties widely grown in the Konya Altınova region. Agricultural drought indices obtained from Normalized Difference Vegetation Index (NDVI) and land surface temperature (LST) products of the Terra Moderate Resolution Imaging Spectroradiometer (MODIS) satellite were used to obtain model inputs. These indices are the Vegetation Condition Index (VCI), Temperature Condition Index (TCI), Vegetation Health Index (VHI) and Vegetation Supply Water Index (VSWI). In obtaining the input parameters for the models, the growth periods of the varieties in the region were also considered. Using various machine learning algorithms, 21 yield prediction models for Bayraktar‐2000, 12 for Kızıltan‐91 and 8 for Bezostaya‐1 were presented as alternatives, with model performances (coefficient of determination, R2) ranging between 0.74 and 0.97, 0.73 and 0.96, and 0.69 and 0.87, respectively.

Does digital service trade promote inclusive domestic growth? – Empirical research of 46 countries

AbstractThis study utilises panel data of 46 countries from 2005 to 2019 to examine the impact of digital service trade (DST) on inclusive growth. Inclusive growth is a growth model that promotes economic growth and development, while also building social equity and inclusiveness and balancing environmental sustainability. The findings indicate that a nation’s DST development significantly fosters domestic economic growth and development, specifically through its employment enhancement effect. DST substantially promotes social equity and inclusiveness, mainly through the inclusive innovation effect. However, DST is also found to increase carbon emissions, impeding environmentally sustainable growth, specifically via the energy demand effect. Hence, DST exerts diverse impacts on different facets of inclusiveness. The study also reveals heterogeneity in the effects of DST on the three aspects of inclusive growth related to trade’s import–export dynamics, income levels, and DST barrier intensities. This paper contributes to and refines the body of research on the relationship between DST and inclusive growth. It offers policy suggestions for crafting more open and mutually beneficial DST policies to foster social equity and inclusive global trade.

The Impact of Multinational Grain Export Restrictions on China

India is an important exporter of rice in the world. In 2022, India's total rice exports accounted for over 40% of the world's rice exports. With India's announcement of restrictions on rice exports, the import price of rice has also increased. As a populous country, although China has high grain production, due to factors such as food security and balancing international trade, China also imports a large amount of grain from other countries every year. Since 2022, many countries, including Russia, Brazil, and others, have also chosen to restrict grain exports due to certain factors. Although China's rice production can make it self-sufficient, the situation for other agricultural products is not the same. If the largest exporting country of some crops with low yields China restricts their export, it will undoubtedly have an impact on China's imports and market, as the difficulty of importing these crops has increased. This article aims to analyze the impact of grain export constraints on China through literature review to demonstrate the impact of grain export restrictions from other countries on China in order to draw attention to the impact of grain export restrictions on China.

International trade and performance of firms- Trade dynamics of import export and productivity

Worldwide exchange has encountered uncommon development in late many years, driven by globalization, mechanical headways, and exchange advancement arrangements. This pattern has altogether impacted the systems and activities of firms around the world. Firms participating in worldwide exchange are presented to different open doors and difficulties that can significantly affect their presentation and seriousness. Understanding the elements of global exchange and its suggestions for firm efficiency is, subsequently, vital for policymakers, chiefs, and specialists. This study examines the unpredictable connection between global exchange elements, especially import-send out exercises, and firm execution, with an emphasis on efficiency. Worldwide exchange has turned into a fundamental part of the worldwide economy, affecting the seriousness and manageability of firms across different enterprises. Utilizing a blend of hypothetical systems and exact examination, this paper plans to give experiences into what firms' commitment to import and commodity exercises means for their efficiency levels. By evaluating existing writing and examining important information, the review adds to a more profound comprehension of the components through which worldwide exchange influences firm execution. The discoveries offer significant ramifications for policymakers, chiefs, and partners looking to upgrade firms' seriousness in the worldwide commercial center. A production network is just pretty much as solid as its most vulnerable connection. Firms are continually overseeing vulnerabilities, remembering startling postponements for the arrangement of a basic info that can dial back or stop the creation cycle, conceivably making the maker miss a conveyance cutoff time. As most exporters are likewise merchants of transitional products, store network inconsistency connected with import handling times at the line could influence downstream commodity elements. Taking advantage of a rich informational index based on firm-level data for 48 non-industrial nations more than 2006-14, this paper depends on the Poisson pseudo-greatest probability assessor to research what unusualness in line leeway times for imports means for assembling firms' entrance, exit, and endurance in send out business sectors. The examination tracks down that vulnerability in the opportunity to clear imported inputs influences neither the section nor the leave rate, however converts into lower endurance rates for new exporters, decreasing the quantity of firms that keep on serving the unfamiliar market past their most memorable year of passage. This impact develops bigger over the long haul, attributable to rising reputational expenses to enter bringing in exporters, and is primarily determined by South-North exchange, potentially mirroring the time-responsiveness of purchasers in created nations. The outcomes additionally uncover heterogeneous impacts across trade businesses, as well as the interceding job of sunk expenses of passage in unfamiliar business sectors, which constrict the adverse consequence of vulnerability on endurance rates, as firms delay leaving the commodity market. In particular, the proportion of vulnerability shows an unmistakable impact on send out execution, as neither the mean nor the middle opportunity to import influences endurance. Submit Research Paper Submit Research Paper Publication Procedure Publication Ethics Call for Papers Publication Topics Guidelines Disclamiar Copyright Infragmentation FAQ Terms and Conditions Digital Object Identifier Editorial Board Health Care+ Download Manuscript Template Copyright Form Sample Certificates

Advances in and Perspectives on Transgenic Technology and CRISPR-Cas9 Gene Editing in Broccoli.

Broccoli, a popular international Brassica oleracea crop, is an important export vegetable in China. Broccoli is not only rich in protein, vitamins, and minerals but also has anticancer and antiviral activities. Recently, an Agrobacterium-mediated transformation system has been established and optimized in broccoli, and transgenic transformation and CRISPR-Cas9 gene editing techniques have been applied to improve broccoli quality, postharvest shelf life, glucoraphanin accumulation, and disease and stress resistance, among other factors. The construction and application of genetic transformation technology systems have led to rapid development in broccoli worldwide, which is also good for functional gene identification of some potential traits in broccoli. This review comprehensively summarizes the progress in transgenic technology and CRISPR-Cas9 gene editing for broccoli over the past four decades. Moreover, it explores the potential for future integration of digital and smart technologies into genetic transformation processes, thus demonstrating the promise of even more sophisticated and targeted crop improvements. As the field continues to evolve, these innovations are expected to play a pivotal role in the sustainable production of broccoli and the enhancement of its nutritional and health benefits.