The current issue and full text archive of this journal is available on AFEBI Management and Business Review at: https://journal. org/index. php/ambr/article/view/865 STRATEGIES TO BOOST AGRICULTURAL ENTREPRENEURSHIP PRODUCTIVITY THROUGH MAPPING PRIORITY ENTREPRENEURSHIP ECOSYSTEM ELEMENTS Syhabuddin Al Tapsi* Lukman Mohammad Baga Feryanto Agribusiness Department. Economic and Management Faculty. IPB University. Indonesia Strategies to Boost Agricultural Entrepreneurship Productivity Through Mapping Priority Entrepreneurship Ecosystem Elements Received July 21st 2024 Review July The agricultural sector, although a key pillar of Bogor Regency's economy, contributes relatively less compared to Publish other industries, largely due to limited entrepreneurial capabilities and an underdeveloped entrepreneurship This study aims to identify strategic priorities for enhancing agricultural entrepreneurship productivity December 31 2024 through ecosystem strengthening. Using Importance-Performance Map Analysis (IPMA) on data collected from 110 agricultural entrepreneurs, the results indicate that while networking elements exhibit strong performance, several critical areas require strategic intervention. Specifically, promoting a research-driven entrepreneurial culture, expanding market access, empowering intermediary institutions, and reinforcing ecosystem leadership are essential. Strengthening these elements is expected to foster a more dynamic and sustainable entrepreneurial environment, ultimately accelerating the agricultural sector's transformation within the service-based economy. Abstract Keywords: Demand. Entrepreneurial Culture. Intermediaries. Leadership. Networks. AFEBI Management and Business Review (AMBR) *Corresponding author. Email addresses: altapsisyhabuddin@apps. P-ISSN 2548- 530X E-ISSN 2548-5318 AMBR INTRODUCTION The Agriculture. Forestry, and Fisheries sectors play a vital role in supporting the Gross Regional Domestic Product (GRDP) of Bogor Regency, which ranks among the highest in West Java Province. According to BPS Kab. Bogor . , the agricultural sector is classified as a key driver of the regional economy, contributing over 5% to the districtAos GRDPAia figure comparable to the agricultural sector's contribution at the provincial level, which stands at 8%. However, despite its central role, the agricultural sectorAos contribution remains lower compared to other leading sectors, and its growth rate is relatively sluggish (Hakim et al. , 2. Siregar and Sukwika . further found that GRDP is a significant explanatory variable in determining the productivity levels of the agricultural sector in Bogor Regency, suggesting that the region is currently experiencing a productivity slowdown among agricultural business actors. Several factors influence agricultural productivity, including human resources, urbanization levels, and the development of agricultural practices (Liu et al. , 2. In addition. BrodziEski . emphasizes the importance of entrepreneurial capacity, market access, and sustainable agricultural development. In the case of Bogor Regency, however, agricultural entrepreneurs face limitations in business capacity, and the entrepreneurial ecosystem remains underdeveloped. Research by Anwarudin et al. indicates that agribusiness capacity and activities, particularly among young farmers, are still at a low level. Similarly. Muharastri et al. reported low levels of personal character, entrepreneurial mindset, and business competence among dairy farmers in the Furthermore, the lack of a supportive entrepreneurial ecosystemAievident in limited assistance from government bodies, family, community, and marketsAifurther hampers the development of agricultural entrepreneurship in Bogor Regency (Anwarudin et al. , 2. Increasing the productivity of agricultural entrepreneurs is connected to the complexity of the roles and contributions of stakeholders so that the involvement of actors and factors in the business environment forms overlapping interests. Meanwhile, the recommended strategies are sometimes partial solutions to agricultural entrepreneurial productivity problems that represent conditions in certain regions. Even though the strategy is proposed holistically, more resources to strengthen all sectors are needed to overcome its realization. This research uses a systems approach to finding strategic priorities for increasing agricultural entrepreneurial productivity through entrepreneurial ecosystems. So that the study of agricultural entrepreneurial productivity problems can be explained holistically, this was chosen considering that the entrepreneurial ecosystem is the fastest and most efficient strategy for responding to entrepreneurial challenges (Isenberg, 2. This ecosystem involves close interactions between various attributes and actors, enabling entrepreneurs to exploit, develop, and succeed sustainably (Spigel, 2. The entrepreneurial ecosystem supports entrepreneurial activities, such as becoming potential entrepreneurs, start-ups, growth-oriented innovation companies, and large corporate entities (Brown & Mawson. The entrepreneurial ecosystem can also increase the growth of new business ventures or company entries (Szerb et al. , 2. The entrepreneurial ecosystem drives the creation of new products and business and market innovations (Acs et al. , 2. In the long term, new companies, start-ups, and growing businesses achieve sustainability in the entrepreneurial ecosystem. Theoretically, productive entrepreneurship is also the output of an entrepreneurial ecosystem resulting from interactions between elements of the entrepreneurial ecosystem. Elements of the entrepreneurial ecosystem identified by Isenberg . as many as six elements, including a conducive culture, supportive policies, leadership, availability of appropriate finance, quality human resources, product-friendly markets, and various institutional supports. Furthermore, these elements were constructed by Stam . into the culture, leadership, talent, new knowledge, demand, finance, networks, infrastructures, intermediaries, and formal institutions, while Spigel . divided them into cultural, social, and material. The complexity of interactions among elements in the entrepreneurial ecosystem requires the development of specific, targeted strategies to improve agricultural entrepreneurship productivity in Bogor Regency. Conventional strategic analysis tools, such as SWOT (Strengths. Weaknesses. Opportunities, and Threat. analysis, have limitations because they tend to produce broad, descriptive outputs without clearly defining strategic priorities. Meanwhile, the Analytical Hierarchy Process (AHP), although capable of prioritization, often demands complex, multi-criteria structures that can be difficult to implement effectively in dynamic, resourceconstrained entrepreneurial environments. Given these considerations, this research adopts the Importance-Performance Map Analysis (IPMA) Originally developed by Martilla and James . to assess customer satisfaction in the automotive sector. IPMA has since been widely applied to strategic development by mapping attributes based on their perceived importance and actual performance (Ringle & Sarstedt, 2. In the context of this study. IPMA offers a practical, focused approach to identifying priority areas for intervention within the agricultural entrepreneurial By linking importance . eflecting stakeholder needs and expectation. with performance . eflecting current condition. , this method enables policymakers and stakeholders to formulate more effective, evidencebased strategies to boost entrepreneurial productivity in Bogor Regency. Therefore, this research aims to analyze the level of importance and performance of elements of the entrepreneurial ecosystem and provide priority strategies for stakeholders in Bogor Regency to implement in increasing the productivity of agricultural entrepreneurship. This research also contributes to developing Importance-Performance Map Analysis (IPMA), previously widely used to measure satisfaction levels and marketing strategies. This research analyzes the importance of elements of the entrepreneurial ecosystem, which have yet to be carried out in many studies related to priority performance. This research is a pioneering study that measures the level of importance and performance of entrepreneurial ecosystem elements associated with entrepreneurial productivity in the agricultural sector. LITERATURE STUDY Further analysis of the total effect of a model can be used for Importance-Performance Map Analysis (IPMA). Ringle and Sarstedt . have extended the reporting of SEM-PLS results by adding a dimension that compares the average latent variable score . with the total effect . Consequently, both are mapped in a two-dimensional chart consisting of latent importance and performance information, which is then known as IPMA. The initial IPMA was introduced by Martilla & James . to generate insights into the priority indicator variables in achieving higher levels of the target latent variable. This concept was adopted in SEM-PLS by depicting the relationship of importance along the horizontal area and performance along the vertical area on a two-dimensional map (Figure . Each area is bisected by a perpendicular line to form four areas called quadrants. Strategies to Boost Agricultural Entrepreneurs Productivity Through Mapping Priority Entrepreneurs hip Ecosystem Elements Figure 1: Quadrants of IPMA importance and Source: Adopted and modified from Ringle and Sarstedt . Quadrant I describes a condition of high importance and performance, so this quadrant is interpreted as a quadrant of maintaining performance. Variables in this area represent opportunities to obtain or maintain superior target levels. Quadrant II conditions are described as low importance while performance is high. The interpretation of this quadrant is considered a possibility of excess because it is likely that resources are used too much to improve performance even though the level of importance is low. In Quadrant i, the variables in this quadrant are low priority with low importance and low-performance classifications. So, the priority quadrant of this analysis is in the Quadrant IV area. This quadrant indicates a high level of importance but low performance. Mapping latent variables based on the value of importance and performance in encouraging increased productivity of agricultural entrepreneurship. Further interpretation can be used as variable indicators in developing recommendations for strategies to increase entrepreneurial productivity in Bogor Regency. Priority Entrepreneurial Ecosystem Elements Entrepreneurship development, based on Shane . , involves the influence of individual, environmental, and their combined factors. The entrepreneurial ecosystem integrates these dimensions, emphasizing that entrepreneurial decisions are embedded within local or regional contexts (Spigel, 2017. Stam. Although the theory is still evolving, ecosystems offer a valuable framework for understanding the sustainability of high-growth entrepreneurship. Isenberg . highlighted entrepreneurial ecosystems as an effective strategy for boosting productivity. Empirical studies show that key ecosystem drivers vary by context: Zivdar and Sanaeepour . emphasized cultural factors in rural areas, while Autio et al. stressed infrastructure and education as catalysts for entrepreneurial growth. Spigel . further identified networks and entrepreneurial culture as essential These findings indicate that ecosystem structures are not uniform and must be tailored to local In Bogor Regency, where agricultural entrepreneurs face constraints in business capacity and environmental support, identifying and prioritizing critical ecosystem elements is vital. This study aims to map priority attributes to formulate more effective strategies for enhancing agricultural entrepreneurship productivity. AMBR RESEARCH METHODOLOGY This research was carried out from September to November 2023 in Bogor Regency. The location was chosen purposively because Bogor Regency is one of the West Java regions that contributes the largest GDP. Apart from that, the agricultural sector's contribution to the regional economic structure is the largest compared to the largest GDP-contributing region in West Java. Data collection was carried out directly, so the primary data was taken using quantitative criteria and sample selection using the cluster method. The data used in this research is cross-section data obtained by surveying agricultural entrepreneurs using a 1-5 Likert scale questionnaire. The data taken consists of the characteristics of respondents, such as gender, age, business subsector, and length of business. Meanwhile, data on entrepreneurial ecosystem elements and indicators are presented in Table 1. Entrepreneurial Ecosystem Elements Code Talent TAL001 Table 1. Entrepreneurial Network Ecosystem Elements and Indicators Demand DMD004 Availability of freelance Innovation Collaboration Engagement Business partner network Investor connectivity Domestic market: Large International market FIN002 Ease of accessing loans NET001 NET002 NET003 DMD001 Finance FIN003 Culture Leadership Formal Institutions Infrastructures Intermediaries New Knowledge Indicator Variables CUL003 CUL004 LED001 LED002 INS001 INS003 PHS001 PHS002 IMS003 IMS004 NEK001 Approved credit Research culture Success story/role model Innovation project Ecosystem leadership Business friendly policy Quality of government Road access/transportation Internet access Professional service Mentor/companion Research investment Reference (Khuong & Van, 2. (Leendertse et al. , 2. (Lubis et al. , 2. (Lubis et al. , 2. (Khuong & Van, 2. (Khuong & Van, 2. (Frimanslund, 2. (Lubis et al. (ANDE, 2. (Khuong & Van, 2. (Khuong & Van, 2. (Leendertse et al. , 2. (Lubis et al. , 2. (Khuong & Van, 2. (Leendertse et al. , 2. (Leendertse et al. , 2. (Leendertse et al. , 2. (Khuong & Van, 2. (Leendertse et al. , 2. (Leendertse et al. , 2. The data analysis technique this research applies is Importance-Performance Map Analysis (IPMA). The IPMA method evaluates the elements that form the entrepreneurial ecosystem. This analysis was developed further to measure the level of performance-importance at the indicator variable level so that priorities for actions that need to be taken to increase the productivity of agricultural entrepreneurship are obtained inclusively based on the analysis results. Then, these results constitute a management strategy to determine elements and actions that require strengthening or improving performance. It describes the research design as comprised of methods, techniques in collecting data, techniques of data analysis, and variables measurement, which are written in paragraphs, not numbering. The study's technical information is presented clearly. Therefore, readers can conduct research based on the techniques presented. Materials and equipment specifications are necessary. Approaches or procedures of study, together with data analysis methods, must be presented. RESULT AND DISCUSSION This research draws responses from several respondents surveyed in data collection and obtains insight into the perspective of the entrepreneurial ecosystem in the agricultural sector. A description of the respondents used in this research is presented in Table 2. Based on this data, agricultural entrepreneurs who are respondents are generally men, reaching 90%, while only 10% are women. The businesses carried out are mainly in the fisheries and horticulture subsectors. Agricultural business actors are dominated by productive age. The business has been running for around 5 Ae 10 years. This experience is almost equivalent to the time it takes to achieve higher The comparison allows agricultural business actors in Bogor Regency to be competent enough to understand the agricultural sector more deeply. Characteristics of Agricultural Entrepreneurs Description Man Woman 16 Ae 30 31 Ae 45 46 Ae 60 >60 Food Fishery Farm Horticulture 1-4 Years 5 -10 Years >10 Years Gender Age Business Subsector Length of business Frequency (Perso. Percentage (%) Strategies to Boost Agricultural Entrepreneurs Productivity Through Mapping Priority Entrepreneurs hip Ecosystem Elements Table 2. Characteristics of Agricultural Business Actors The total effect of the elements of the entrepreneurial ecosystem on agricultural entrepreneurship productivity was rated as having varying degrees of importance. The highest level of importance in the ecosystem elements category is intermediaries and leadership, which are the elements that have the highest level of importance compared to other elements in driving entrepreneurial productivity (Table . Both elements have close values of 0. 10 for intermediaries and 0. 09 for leadership. Other values of high importance include culture, demand, and networks. The importance value of these elements is at the exact value of 0. Elements Culture Demand Finance Formal Institutions Infrastructures Intermediaries Leadership Networks New Knowledge Talent Importance Performance Table 3. Characteristics of Agricultural Business Actors Another case with the finance element is considered very unimportant in stimulating productive The importance value of the element is at a score of 0. In contrast, other elements are considered at a medium level in encouraging the productivity of agricultural entrepreneurs. Although these elements have a small value, the performance shown is better because it is above average except for new knowledge, which has the lowest performance. Meanwhile, finance performs the highest compared to other elements in terms of its performance score. The performance of finance can achieve a score of 61. 51% towards the productivity of agricultural entrepreneurship in Bogor Regency. The importance and performance parameters show different results in this study, so even though the level of importance is high, it may have a low performance and vice versa. In each importance-performance map, the analysis concentrated on the bottom right area to enhance improvement because the items plotted in that area have a high level of importance with a high level of importance with low performance. Concentrating constructive actions on these areas will yield maximum results (Ringle & Sarstedt, 2. The overall clustering of the importance and performance values of each latent variable for entrepreneurial productivity improvement is presented in Figure 2. The importance-performance mapping is distributed across four quadrants with a concentration in Quadrant IV. The quadrant is filled by almost 50% of AMBR latent variables. This result shows the dominance of latent variables prioritized to improve their performance. Finance Figure 2. Mapping Priority Elements Performa Infrastructures Networks Formal Institutions Talent New Knowledge Intermediaries Leadership Demand Culture i Importance The network element is in quadrant I, so networks are elements whose performance must be maintained to support the entrepreneurial ecosystem. Connections between agricultural entrepreneurs, communities, and investors must be maintained. Maintaining these strong relationships will ensure synergism in supporting the growth and sustainability of agricultural businesses. Harmonious collaboration between these parties will also help share resources, knowledge, and opportunities so that the entrepreneurial ecosystem can develop more optimally and be highly competitive. Meanwhile, overperformance occurs in the finance and infrastructure elements. That is because the performance of these elements is good, but their importance in increasing entrepreneurial productivity still needs to be considered more critically by agricultural entrepreneurs. So, finance and infrastructure are in quadrant II. Sources of funding and information to gain access to finance for agricultural entrepreneurs are numerous and easy to obtain. However, considering guarantees and the suitability of the amount approved with what is needed is only partially relevant to the needs for business development. Likewise, infrastructure, good quality roads, and the internet must be sufficiently utilized to support the distribution process of agricultural products or increase productive business activities. The elements of talent, formal institutions, and new knowledge are in Quadrant i, which shows that these elements are in a low-priority position to be developed. Both in performance and performance, these elements are of low value. This quadrant is reflected in the quality of human resources in Bogor Regency, which has an education level at the middle level, which argues that a career in the agricultural sector is not the primary choice. Thus, agricultural entrepreneurs can invest in something other than the development of innovations and Meanwhile, there still needs to be more access to business development information at formal In contrast, elements of the entrepreneurial ecosystem, such as leadership, culture, intermediaries, and demand, are prioritized for performance improvement to encourage entrepreneurial productivity. This priority is because these elements are in quadrant IV, which indicates a high level of importance but low performance. Addressing the weakest elements of the entrepreneurial ecosystem is likely to provide the most efficient and effective way to improve the overall quality of the entrepreneurial ecosystem (Acs et al. , 2. The results of the analysis using IPMA confirm that the strategy to increase the productivity of agricultural entrepreneurship in Bogor Regency can be done by strengthening and improving the quality of the entrepreneurial ecosystem. Strengthening the entrepreneurial ecosystem is done partially by improving the performance of priority elements such as leadership, culture, intermediaries, and demand. This research tries to analyze more deeply for concrete strategies that need to be carried out by stakeholders based on the results of the IPMA, so the indicators of the entrepreneurial ecosystem elements built in the research model are described according to the quadrant they occupy (Table . Thus, the description becomes the basis fot preparing strategies to strengthen the entrepreneurial ecosystem and increase entrepreneurial productivity in Bogor Regency. Quadran Strategies A Maintaining Performance Possible Excess i Low Priority A A A A A A Main Priority A A A A A A Action Plans (NET. Maintaining an established network of business partners among agricultural entrepreneurship actors. (NET. Maintain innovation collaboration. (NET. Maintain relationships with investors. (FIN. Ensure ease of access to loans (FIN. Evaluate the amount of credit approved. (PHS. Monitoring and evaluating the use of road access/transportation in the distribution of agricultural products. (PHS. Streamline the use of internet access. (NEK. Undermining research investments made by agricultural entrepreneurs. (TAL. Reduce the availability of casual labor. (INS. Ensure that policies are friendly to agricultural (INS. Complete activities to improve the quality of formal (CUL. Internalize research culture. (CUL. Motivate the community with success stories/role (LED. Increase the number of entrepreneurs involved in innovation projects. (LED. Foster ecosystem leadership regeneration. (DMD. Connect market access to large companies (B to B). (DMD. Expansion of international market access. (IMS. Enhanced role of business incubators. (IMS. Optimization of the role of business mentors/companions. (IMS. Increased role of professionals in agricultural entrepreneurship development. Strategies to Boost Agricultural Entrepreneurship Productivity Through Mapping Priority Entrepreneurship Ecosystem Elements Table 4. Strategies and Action Plans Referring to the conceptual approach of Ringle and Sarstedt . , based on this mapping, a strategy for increasing the productivity of agricultural enterprises in Bogor District can be developed with a focus on quantum IV or high-priority strategies. However, other strategies can be considered when implementing the strategy for relevant stakeholders. Maintaining the network of business partners that have been formed between agricultural entrepreneurship actors (NET. , maintaining investment (NET. , and involving stakeholders in innovation collaboration (NET. is a strategy that can be carried out for strategies to maintain the performance of entrepreneurial ecosystem elements in Quadrant I. This network is maintained because the connection between demand and leadership elements is vital, so the marketing and innovation network that has been formed only needs to be maintained. Meanwhile, based on the formulation of strategies in Quadrant II, there is a possible excess use of resources, so there needs to be a diversion of resources used to improve infrastructure and access to finance. This action can be seen from the number of roads in good condition and the increasing number of communication Re-monitoring related to the urgency of infrastructure development, such as road access/transportation (PHS. and the effectiveness of internet access (PHS. , is needed to support the productivity of agricultural Meanwhile, the Bogor District Government's accountability performance assessment results have been rated good. Likewise, with access to finance for agricultural entrepreneurs in Bogor District, the ease of accessing loans (FIN. and the amount of credit approved (FIN. need to be reconsidered for their importance in increasing entrepreneurial productivity. Collateral and amount approved have the highest performance scores, but agricultural entrepreneurs need to consider them more essential because many alternative sources of finance can be accessed. On the other hand, stakeholders need to override research investments made by agricultural entrepreneurs (NEK. , reduce the availability of casual labor (TAL. , evaluate the need for and implementation of friendly policymaking (INS. , and complete efforts to improve the quality image of government (INS. Although agricultural entrepreneurs are not currently stimulated to set aside their business budgets for investment, the availability of labor in Bogor District is considerable. The policies that have been formulated make it easier to start a business, so the image of government institutions is considered good. Therefore, this quadrant strategy is a low priority for implementation. AMBR Conversely, indicators in Quadrant IV are a high priority for improving performance. Strategies need to be carried out to increase entrepreneurial productivity by improving the performance of entrepreneurial culture, the role of leadership, the role of intermediary stakeholders, and expanding market access. Stakeholders must focus on cultivating entrepreneurial activities such as research (CUL. and motivating people with success stories/role models (CUL. Regarding research by agricultural entrepreneurs, entrepreneurial culture still needs to be improved, but it is motivated by successful entrepreneurs. Agricultural entrepreneurs primarily receive existing knowledge, not from the experiments' results. Prioritizing the role of stakeholders and entrepreneurship support institutions such as business incubators (IMS. , mentors/companions (IMS. , and professional services (IMS. to stimulate innovative agricultural Meanwhile, the involvement of entrepreneurs in leading innovation projects (LED. and ecosystem leadership (LED. also needs to be a priority for performance improvement. This performance coordinates the roles of intermediary institutions and agricultural entrepreneurs in Bogor District. This high priority is in line with the findings of Sitorus et al. in their study of business incubators in Bogor Regency, which states that the main weakness of the incubator is the lack of external mentors or assistants while the potential for developing a vast open international network is the foremost opportunity with the obstacle of regulatory/policy changes that limit the incubator. Meanwhile, the role of other intermediaries, namely government field assistants, as shown by Wardani & Anwarudin . , although these actors affect the strengthening and independence of farmer groups, they have yet to be able to regenerate farmers as independent field assistants do. This is because self-help field assistants in Bogor District have a high classification in the roles of facilitator, marketing partner, motivator, environmental analyzer, and companion (Haryanto et al. , 2. Furthermore, another priority strategy is expanding market access, such as agricultural entrepreneurship actors, which can also be facilitated towards domestic market access to companies with business-to-business schemes (DMD. and international market access (DMD. in terms of market expansion. Such market expansion is because direct consumers have continuously become customers with good purchasing power. addition to being a top priority, market access is also central to the entrepreneurial ecosystem network, so this strategy is fundamental to the concentration on increasing the productivity of agricultural entrepreneurship in Bogor District. CONSLUSION This research recommends that increasing the productivity of agricultural entrepreneurship in Bogor Regency can be achieved by strengthening key entrepreneurial ecosystem elements, particularly leadership, culture, intermediaries, and demand. These elements collectively foster a more supportive environment that indirectly drives productivity improvements. The priority strategies identified include promoting innovation, enhancing business capabilities, and encouraging the internationalization of agricultural enterprises, aligning with the need to build a more dynamic and competitive ecosystem. However, given that entrepreneurial ecosystems evolve over time, the findings based on cross-sectional data present a limitation. Longitudinal studies are necessary to capture the dynamic changes within the ecosystem and validate the long-term effectiveness of the recommended strategies. Future research should explore comparative evaluations of strategic analysis tools beyond IPMA, to assess their suitability in different entrepreneurial contexts. Additionally, expanding the analysis to other industries and regions would provide valuable insights into how ecosystem structures and priorities vary across sectors. This study thus opens new avenues for refining entrepreneurship development strategies through more context-specific ecosystem mapping and analysis. REFERENCES