Global Usage-based Insurance (UBI) Market Forecasts to 2030
Overview of Global Usage-based Insurance (UBI) Market:
According to Stratistics MRC, the Global Usage-based Insurance (UBI) Market is accounted for $33.2 billion in 2023 and is expected to reach $151.7 billion by 2030 growing at a CAGR of 24.2% during the forecast period. Usage-based Insurance (UBI) is a type of auto insurance where premiums are determined by monitoring the policyholder's driving behavior. Data collected from telematics devices installed in vehicles, such as speed, mileage, and braking patterns, is used to assess risk and adjust insurance rates accordingly. UBI offers potential cost savings for safe drivers while promoting safer driving habits and more accurate risk assessment for insurers.
This report analyzes the Usage-based Insurance (UBI) Market from 2022 to 2030. It uses a combination of detailed sales and revenue data with insights from industry experts. The report goes beyond just Market size and growth rate. It also dives into different Market segments, such as Region, Coverage Type, Vehicle Type, etc. This provides a comprehensive picture of how the Market breaks down across various categories.
As COVID-19 has reshaped the world economy, our team has been keeping a careful eye on its effects on the Market. Beyond the pandemic, we take into account other important variables such as the general state of the economy, local conflicts, and news and regulations unique to the industry. This guarantees a comprehensive perspective on the Market.
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Market Dynamics:
Driver:
Growing consumer interest in personalized insurance solutions
The increasing demand for personalized insurance solutions is a significant driver for the usage-based insurance (UBI) market. Consumers are seeking insurance policies tailored to their individual driving habits and risk profiles. UBI programs offer the potential for lower premiums and to incentivize safe driving behaviors. As consumers become more aware of the benefits of UBI, their interest in these personalized insurance solutions grows, driving the market forward and encouraging more insurance providers to offer UBI options to meet the rising demand.
Restraint:
Limited market penetration
Despite the growing interest in usage-based insurance (UBI), market penetration remains limited. Many consumers are still unaware of UBI programs or may be hesitant to adopt them due to concerns about data privacy and the potential impact on their premiums. Additionally, some insurance providers may be reluctant to invest in the technology and infrastructure required to implement UBI programs. These factors contribute to the limited market penetration, which acts as a restraint on the overall growth of the UBI market.
Opportunity:
Advancements in telematics technology
Telematics devices are becoming more sophisticated, accurate, and cost-effective, enabling insurance providers to collect more detailed and reliable data on driving behavior. These advancements allow for more precise risk assessment and personalized pricing models. As telematics technology continues to evolve, it opens up new possibilities for UBI programs, such as real-time feedback and coaching for drivers, which can further enhance the value proposition of UBI and attract more consumers to adopt these solutions.
Threat:
Data security threats
Data security threats pose a significant challenge to the usage-based insurance (UBI) market. UBI programs rely on the collection and analysis of sensitive driver data, including location, speed, and driving habits. Ensuring the security and privacy of this data is crucial to maintaining consumer trust and complying with regulatory requirements. Any data breaches or unauthorized access to driver data could lead to reputational damage for insurance providers and erode consumer confidence in UBI programs.
Covid-19 Impact:
The COVID-19 pandemic has had a mixed impact on the usage-based insurance (UBI) market. On one hand, the reduced driving activity during lockdowns and travel restrictions has led to a decrease in the data collected for UBI programs. However, the pandemic has also accelerated the adoption of digital technologies and remote working, which could drive demand for UBI solutions in the long term as consumers seek more flexible and personalized insurance options.
The direct sales segment is expected to be the largest during the forecast period
The direct sales segment is expected to hold the largest share in the usage-based insurance (UBI) market during the forecast period. Direct sales channels allow insurance providers to have direct control over the customer relationship and offer personalized UBI programs. Through direct sales, insurers can effectively communicate the benefits of UBI, address customer concerns, and provide a seamless onboarding experience. The ability to tailor UBI offerings to individual customers and build long-term relationships through direct interactions positions the direct sales segment as the largest contributor to the UBI market.
The telematics devices segment is expected to have the highest CAGR during the forecast period
The telematics devices segment is projected to experience the highest CAGR during the forecast period in the usage-based insurance (UBI) market. Telematics devices, such as plug-in devices and smartphone apps, are the key enablers of UBI programs. They collect real-time data on driving behavior, which forms the basis for personalized risk assessment and pricing. The increasing adoption of telematics devices, driven by their declining costs and improving functionality, is expected to fuel the growth of this segment. As more insurance providers embrace telematics-based UBI programs and consumers become more receptive to using these devices, the Telematics Devices segment is poised for the highest growth rate in the UBI market.
Region with largest share:
The North American region, particularly the United States, is expected to hold the largest share in the usage-based insurance (UBI) market. Several factors contribute to this dominance, including the high adoption rate of telematics devices, a mature insurance industry, and a tech-savvy consumer base. Insurance providers in North America have been early adopters of UBI programs, leveraging advanced telematics technologies to offer personalized insurance solutions. The region's regulatory environment, which supports innovation in the insurance sector, further enables the growth of the UBI market.
Region with highest CAGR:
The Asia Pacific region is expected to exhibit the highest CAGR in the usage-based insurance (UBI) market during the forecast period. This rapid growth can be attributed to several factors, including the increasing adoption of digital technologies, rising consumer awareness about UBI, and the presence of a large and growing middle-class population. Countries like China, Japan, and India are witnessing significant growth in vehicle ownership, creating a substantial market opportunity for UBI programs. In addition, government initiatives promoting road safety and the adoption of connected vehicles further contribute to the high growth potential of the UBI market in the Asia Pacific region.
Key players in the market
Some of the key players in Usage-based Insurance (UBI) Market include Admiral Group plc, Allstate Corporation, American Family Insurance Group, Aviva plc, AXA Group, Citroen India, Cuvva Ltd., Desjardins Group, Generali Group, Insure The Box Ltd., Liberty Mutual Group, MAPFRE Insurance Company, MetLife Auto & Home, Metromile Inc., Nationwide Mutual Insurance Company, OPES Insurance, Oyster, Progressive Corporation, Root Insurance Company, Safeco Insurance, State Farm Insurance, UnipolSai Assicurazioni S.p.A. and Zurich Insurance Group Ltd.
Key Developments:
In November 2023, Oyster, a contemporary insurance platform for businesses, revealed the launch of a new rental insurance product. This groundbreaking offering introduces the first-ever usage-based rental insurance program in the United States, providing theft and damage coverage for rental bikes, electric bikes, kayaks, and paddleboards through Oyster's advanced platform for rental shops and marketplaces.
In August 2023, Citroen India collaborated with ICICI Lombard General Insurance to launch an innovative Usage-based Insurance (UBI) (UBI) program for eC3 customers. This initiative encourages customers to adopt safer driving habits and rewards them with reduced insurance premiums.
In November 2022, OPES, an exclusively digital insurance company, partnered with IMS to introduce app-based telematics insurance solutions named O-Car in Vietnam. O-Car utilizes the IMS One App SDK and IMS Wedge, a proprietary technology, to accurately identify the insured vehicle. Through this mobile application, OPES aims to target Vietnam's 3 million car drivers.
Leading Industry Players in the Usage-based Insurance (UBI) Market worldwide:
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Global Usage-based Insurance (UBI) Market Segmentation
The Usage-based Insurance (UBI) Market segmentation encompasses various dimensions including Coverage Type, Vehicle Type, Vehicle Age, Technology and Distribution Channel. Coverage Type focuses on different insurance policies tailored to meet specific customer needs and preferences.?Vehicle Type examines various categories of vehicles integrated with UBI solutions for personalized insurance offerings.?Vehicle Age explores how insurance premiums vary based on the age and condition of insured vehicles.?Technology delves into the technological advancements driving UBI adoption, enhancing data collection and analysis.?Distribution Channel analyzes the multiple platforms through which UBI products are marketed and distributed to customers.. Geographically, the Market is segmented into major regions such as North America, Europe, Asia Pacific, South America, the Middle East and Africa, each exhibiting different Market dynamics and growth opportunities. Competitor analysis reveals the competitive landscape, with major players developing new products, strategic partnerships, mergers and acquisitions, and competing for Market share. Additional segmentation factors provide a comprehensive understanding of the elf-service Technology Market's structure and potential.
Geographic Regions Covered:
North America: United States, Canada, and Mexico.
Europe: Germany, United Kingdom, Italy, France, Spain, and Rest of Europe.
Asia Pacific: Japan, China, India, Australia, New Zealand, South Korea, and Rest of the Asia Pacific.
South America: Argentina, Brazil, Chile, and Rest of South America.
Middle East & Africa: Saudi Arabia, United Arab Emirates, Qatar, South Africa, and Rest of the Middle East & Africa.
Key Questions Answered in This Report:
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Table of Contents (TOC) for the Global Usage-based Insurance (UBI) Market Research Report (2024-2030)
1 Executive Summary ? ??? ? ??
2 Preface ? ???
2.1 Abstract ? ??
2.2 Stake Holders ? ??
2.3 Research Scope ? ??
2.4 Research Methodology ? ??
2.4.1 Data Mining ???
2.4.2 Data Analysis ???
2.4.3 Data Validation ???
2.4.4 Research Approach ???
2.5 Research Sources ? ??
2.5.1 Primary Research Sources ???
2.5.2 Secondary Research Sources ???
2.5.3 Assumptions ??? ? ??
3 Market Trend Analysis ? ???
3.1 Introduction?????
?3.2 Drivers?????
?3.3 Restraints?????
?3.4 Opportunities?????
?3.5 Threats?????
?3.6 Technology Analysis?????
?3.7 Emerging Markets?????
?3.8 Impact of Covid-19????? ????????
4 Porters Five Force Analysis??????
?4.1 Bargaining power of suppliers?????
?4.2 Bargaining power of buyers?????
?4.3 Threat of substitutes?????
?4.4 Threat of new entrants?????
?4.5 Competitive rivalry????? ???????
5 Global Usage-based Insurance (UBI) Market, By Coverage Type??????
?5.1 Introduction?????
?5.2 Hardware?????
?5.3 Pay-As-You-Drive (PAYD)?????
?5.4 Pay-How-You-Drive (PHYD)?????
?5.5 Manage-How-You-Drive (MHYD)????? ????????
6 Global Usage-based Insurance (UBI) Market, By Vehicle Type??????
?6.1 Introduction?????
?6.2 Passenger Cars?????
?6.3 Commercial Vehicles??????
?6.4 Two-wheelers?????
?6.5 Other Vehicle Types????? ???????
7 Global Usage-based Insurance (UBI) Market, By Vehicle Age??????
?7.1 Introduction?????
?7.2 New Vehicles?????
?7.3 Old Vehicle????? ????????
8 Global Usage-based Insurance (UBI) Market, By Technology??????
?8.1 Introduction?????
?8.2 OBD-II Dongles?????
?8.3 Smartphone Apps?????
?8.4 Telematics Devices?????
?8.5 Other Technologies?????
9 Global Usage-based Insurance (UBI) Market, By Distribution Channel??????
?9.1 Introduction?????
?9.2 Direct Sales?????
?9.3 Independent Agents and Brokers?????
?9.4 Embedded Insurance????? ??????????????????????????????????????????????????????????????????????????????????????????????????
Continued…
List of Tables ? ? ?
1 Global Usage-based Insurance (UBI) Market Outlook, By Region (2021-2030) ($MN)??????
2 Global Usage-based Insurance (UBI) Market Outlook, By Coverage Type (2021-2030) ($MN)??????
3 Global Usage-based Insurance (UBI) Market Outlook, By Hardware (2021-2030) ($MN)??????
4 Global Usage-based Insurance (UBI) Market Outlook, By Pay-As-You-Drive (PAYD) (2021-2030) ($MN)??????
5 Global Usage-based Insurance (UBI) Market Outlook, By Pay-How-You-Drive (PHYD) (2021-2030) ($MN)??????
6 Global Usage-based Insurance (UBI) Market Outlook, By Manage-How-You-Drive (MHYD) (2021-2030) ($MN)??????
7 Global Usage-based Insurance (UBI) Market Outlook, By Vehicle Type (2021-2030) ($MN)??????
8 Global Usage-based Insurance (UBI) Market Outlook, By Passenger Cars (2021-2030) ($MN)??????
9 Global Usage-based Insurance (UBI) Market Outlook, By Commercial Vehicles? (2021-2030) ($MN)??????
10 Global Usage-based Insurance (UBI) Market Outlook, By Two-wheelers (2021-2030) ($MN)??????
11 Global Usage-based Insurance (UBI) Market Outlook, By Other Vehicle Types (2021-2030) ($MN)??????
12 Global Usage-based Insurance (UBI) Market Outlook, By Vehicle Age (2021-2030) ($MN)??????
13 Global Usage-based Insurance (UBI) Market Outlook, By New Vehicles (2021-2030) ($MN)??????
14 Global Usage-based Insurance (UBI) Market Outlook, By Old Vehicle (2021-2030) ($MN)??????
15 Global Usage-based Insurance (UBI) Market Outlook, By Technology (2021-2030) ($MN)??????
16 Global Usage-based Insurance (UBI) Market Outlook, By OBD-II Dongles (2021-2030) ($MN)??????
17 Global Usage-based Insurance (UBI) Market Outlook, By Smartphone Apps (2021-2030) ($MN)??????
18 Global Usage-based Insurance (UBI) Market Outlook, By Telematics Devices (2021-2030) ($MN)??????
19 Global Usage-based Insurance (UBI) Market Outlook, By Other Technologies (2021-2030) ($MN)??????
20 Global Usage-based Insurance (UBI) Market Outlook, By Distribution Channel (2021-2030) ($MN)??????
21 Global Usage-based Insurance (UBI) Market Outlook, By Direct Sales (2021-2030) ($MN)??????
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22 Global Usage-based Insurance (UBI) Market Outlook, By Independent Agents and Brokers (2021-2030) ($MN)??????
23 Global Usage-based Insurance (UBI) Market Outlook, By Embedded Insurance (2021-2030) ($MN)??????
24 North America Usage-based Insurance (UBI) Market Outlook, By Country (2021-2030) ($MN)??????
25 North America Usage-based Insurance (UBI) Market Outlook, By Coverage Type (2021-2030) ($MN)??????
26 North America Usage-based Insurance (UBI) Market Outlook, By Hardware (2021-2030) ($MN)??????
27 North America Usage-based Insurance (UBI) Market Outlook, By Pay-As-You-Drive (PAYD) (2021-2030) ($MN)??????
28 North America Usage-based Insurance (UBI) Market Outlook, By Pay-How-You-Drive (PHYD) (2021-2030) ($MN)??????
29 North America Usage-based Insurance (UBI) Market Outlook, By Manage-How-You-Drive (MHYD) (2021-2030) ($MN)??????
30 North America Usage-based Insurance (UBI) Market Outlook, By Vehicle Type (2021-2030) ($MN)??????
31 North America Usage-based Insurance (UBI) Market Outlook, By Passenger Cars (2021-2030) ($MN)??????
32 North America Usage-based Insurance (UBI) Market Outlook, By Commercial Vehicles? (2021-2030) ($MN)??????
33 North America Usage-based Insurance (UBI) Market Outlook, By Two-wheelers (2021-2030) ($MN)??????
34 North America Usage-based Insurance (UBI) Market Outlook, By Other Vehicle Types (2021-2030) ($MN)??????
35 North America Usage-based Insurance (UBI) Market Outlook, By Vehicle Age (2021-2030) ($MN)??????
36 North America Usage-based Insurance (UBI) Market Outlook, By New Vehicles (2021-2030) ($MN)??????
37 North America Usage-based Insurance (UBI) Market Outlook, By Old Vehicle (2021-2030) ($MN)??????
38 North America Usage-based Insurance (UBI) Market Outlook, By Technology (2021-2030) ($MN)??????
39 North America Usage-based Insurance (UBI) Market Outlook, By OBD-II Dongles (2021-2030) ($MN)??????
40 North America Usage-based Insurance (UBI) Market Outlook, By Smartphone Apps (2021-2030) ($MN)??????
41 North America Usage-based Insurance (UBI) Market Outlook, By Telematics Devices (2021-2030) ($MN)??????
42 North America Usage-based Insurance (UBI) Market Outlook, By Other Technologies (2021-2030) ($MN)??????
43 North America Usage-based Insurance (UBI) Market Outlook, By Distribution Channel (2021-2030) ($MN)??????
44 North America Usage-based Insurance (UBI) Market Outlook, By Direct Sales (2021-2030) ($MN)??????
45 North America Usage-based Insurance (UBI) Market Outlook, By Independent Agents and Brokers (2021-2030) ($MN)??????
46 North America Usage-based Insurance (UBI) Market Outlook, By Embedded Insurance (2021-2030) ($MN)??????
47 Europe Usage-based Insurance (UBI) Market Outlook, By Country (2021-2030) ($MN)??????
48 Europe Usage-based Insurance (UBI) Market Outlook, By Coverage Type (2021-2030) ($MN)??????
49 Europe Usage-based Insurance (UBI) Market Outlook, By Hardware (2021-2030) ($MN)??????
50 Europe Usage-based Insurance (UBI) Market Outlook, By Pay-As-You-Drive (PAYD) (2021-2030) ($MN)??????
51 Europe Usage-based Insurance (UBI) Market Outlook, By Pay-How-You-Drive (PHYD) (2021-2030) ($MN)??????
52 Europe Usage-based Insurance (UBI) Market Outlook, By Manage-How-You-Drive (MHYD) (2021-2030) ($MN)??????
53 Europe Usage-based Insurance (UBI) Market Outlook, By Vehicle Type (2021-2030) ($MN)??????
54 Europe Usage-based Insurance (UBI) Market Outlook, By Passenger Cars (2021-2030) ($MN)??????
55 Europe Usage-based Insurance (UBI) Market Outlook, By Commercial Vehicles? (2021-2030) ($MN)??????
56 Europe Usage-based Insurance (UBI) Market Outlook, By Two-wheelers (2021-2030) ($MN)??????
57 Europe Usage-based Insurance (UBI) Market Outlook, By Other Vehicle Types (2021-2030) ($MN)??????
58 Europe Usage-based Insurance (UBI) Market Outlook, By Vehicle Age (2021-2030) ($MN)??????
59 Europe Usage-based Insurance (UBI) Market Outlook, By New Vehicles (2021-2030) ($MN)??????
60 Europe Usage-based Insurance (UBI) Market Outlook, By Old Vehicle (2021-2030) ($MN)??????
61 Europe Usage-based Insurance (UBI) Market Outlook, By Technology (2021-2030) ($MN)??????
62 Europe Usage-based Insurance (UBI) Market Outlook, By OBD-II Dongles (2021-2030) ($MN)??????
63 Europe Usage-based Insurance (UBI) Market Outlook, By Smartphone Apps (2021-2030) ($MN)??????
64 Europe Usage-based Insurance (UBI) Market Outlook, By Telematics Devices (2021-2030) ($MN)??????
65 Europe Usage-based Insurance (UBI) Market Outlook, By Other Technologies (2021-2030) ($MN)??????
66 Europe Usage-based Insurance (UBI) Market Outlook, By Distribution Channel (2021-2030) ($MN)??????
67 Europe Usage-based Insurance (UBI) Market Outlook, By Direct Sales (2021-2030) ($MN)??????
68 Europe Usage-based Insurance (UBI) Market Outlook, By Independent Agents and Brokers (2021-2030) ($MN)??????
69 Europe Usage-based Insurance (UBI) Market Outlook, By Embedded Insurance (2021-2030) ($MN)??????
70 Asia Pacific Usage-based Insurance (UBI) Market Outlook, By Country (2021-2030) ($MN)??????
71 Asia Pacific Usage-based Insurance (UBI) Market Outlook, By Coverage Type (2021-2030) ($MN)??????
72 Asia Pacific Usage-based Insurance (UBI) Market Outlook, By Hardware (2021-2030) ($MN)??????
73 Asia Pacific Usage-based Insurance (UBI) Market Outlook, By Pay-As-You-Drive (PAYD) (2021-2030) ($MN)??????
74 Asia Pacific Usage-based Insurance (UBI) Market Outlook, By Pay-How-You-Drive (PHYD) (2021-2030) ($MN)??????
75 Asia Pacific Usage-based Insurance (UBI) Market Outlook, By Manage-How-You-Drive (MHYD) (2021-2030) ($MN)??????
76 Asia Pacific Usage-based Insurance (UBI) Market Outlook, By Vehicle Type (2021-2030) ($MN)??????
77 Asia Pacific Usage-based Insurance (UBI) Market Outlook, By Passenger Cars (2021-2030) ($MN)??????
78 Asia Pacific Usage-based Insurance (UBI) Market Outlook, By Commercial Vehicles? (2021-2030) ($MN)??????
79 Asia Pacific Usage-based Insurance (UBI) Market Outlook, By Two-wheelers (2021-2030) ($MN)??????
80 Asia Pacific Usage-based Insurance (UBI) Market Outlook, By Other Vehicle Types (2021-2030) ($MN)??????
81 Asia Pacific Usage-based Insurance (UBI) Market Outlook, By Vehicle Age (2021-2030) ($MN)??????
82 Asia Pacific Usage-based Insurance (UBI) Market Outlook, By New Vehicles (2021-2030) ($MN)??????
83 Asia Pacific Usage-based Insurance (UBI) Market Outlook, By Old Vehicle (2021-2030) ($MN)??????
84 Asia Pacific Usage-based Insurance (UBI) Market Outlook, By Technology (2021-2030) ($MN)??????
85 Asia Pacific Usage-based Insurance (UBI) Market Outlook, By OBD-II Dongles (2021-2030) ($MN)??????
86 Asia Pacific Usage-based Insurance (UBI) Market Outlook, By Smartphone Apps (2021-2030) ($MN)??????
87 Asia Pacific Usage-based Insurance (UBI) Market Outlook, By Telematics Devices (2021-2030) ($MN)??????
88 Asia Pacific Usage-based Insurance (UBI) Market Outlook, By Other Technologies (2021-2030) ($MN)??????
89 Asia Pacific Usage-based Insurance (UBI) Market Outlook, By Distribution Channel (2021-2030) ($MN)??????
90 Asia Pacific Usage-based Insurance (UBI) Market Outlook, By Direct Sales (2021-2030) ($MN) ??????
91 Asia Pacific Usage-based Insurance (UBI) Market Outlook, By Independent Agents and Brokers (2021-2030) ($MN)??????
92 Asia Pacific Usage-based Insurance (UBI) Market Outlook, By Embedded Insurance (2021-2030) ($MN)??????
93 South America Usage-based Insurance (UBI) Market Outlook, By Country (2021-2030) ($MN)??????
94 South America Usage-based Insurance (UBI) Market Outlook, By Coverage Type (2021-2030) ($MN)??????
95 South America Usage-based Insurance (UBI) Market Outlook, By Hardware (2021-2030) ($MN)??????
96 South America Usage-based Insurance (UBI) Market Outlook, By Pay-As-You-Drive (PAYD) (2021-2030) ($MN)??????
97 South America Usage-based Insurance (UBI) Market Outlook, By Pay-How-You-Drive (PHYD) (2021-2030) ($MN)??????
98 South America Usage-based Insurance (UBI) Market Outlook, By Manage-How-You-Drive (MHYD) (2021-2030) ($MN)??????
99 South America Usage-based Insurance (UBI) Market Outlook, By Vehicle Type (2021-2030) ($MN)??????
100 South America Usage-based Insurance (UBI) Market Outlook, By Passenger Cars (2021-2030) ($MN)??????
101 South America Usage-based Insurance (UBI) Market Outlook, By Commercial Vehicles? (2021-2030) ($MN)??????
102 South America Usage-based Insurance (UBI) Market Outlook, By Two-wheelers (2021-2030) ($MN)??????
103 South America Usage-based Insurance (UBI) Market Outlook, By Other Vehicle Types (2021-2030) ($MN)??????
104 South America Usage-based Insurance (UBI) Market Outlook, By Vehicle Age (2021-2030) ($MN)??????
105 South America Usage-based Insurance (UBI) Market Outlook, By New Vehicles (2021-2030) ($MN)??????
106 South America Usage-based Insurance (UBI) Market Outlook, By Old Vehicle (2021-2030) ($MN)??????
107 South America Usage-based Insurance (UBI) Market Outlook, By Technology (2021-2030) ($MN)??????
108 South America Usage-based Insurance (UBI) Market Outlook, By OBD-II Dongles (2021-2030) ($MN)??????
109 South America Usage-based Insurance (UBI) Market Outlook, By Smartphone Apps (2021-2030) ($MN)??????
110 South America Usage-based Insurance (UBI) Market Outlook, By Telematics Devices (2021-2030) ($MN)??????
111 South America Usage-based Insurance (UBI) Market Outlook, By Other Technologies (2021-2030) ($MN)??????
112 South America Usage-based Insurance (UBI) Market Outlook, By Distribution Channel (2021-2030) ($MN)??????
113 South America Usage-based Insurance (UBI) Market Outlook, By Direct Sales (2021-2030) ($MN)??????
114 South America Usage-based Insurance (UBI) Market Outlook, By Independent Agents and Brokers (2021-2030) ($MN)??????
115 South America Usage-based Insurance (UBI) Market Outlook, By Embedded Insurance (2021-2030) ($MN)??????
116 Middle East & Africa Usage-based Insurance (UBI) Market Outlook, By Country (2021-2030) ($MN)??????
117 Middle East & Africa Usage-based Insurance (UBI) Market Outlook, By Coverage Type (2021-2030) ($MN)??????
118 Middle East & Africa Usage-based Insurance (UBI) Market Outlook, By Hardware (2021-2030) ($MN)??????
119 Middle East & Africa Usage-based Insurance (UBI) Market Outlook, By Pay-As-You-Drive (PAYD) (2021-2030) ($MN)??????
120 Middle East & Africa Usage-based Insurance (UBI) Market Outlook, By Pay-How-You-Drive (PHYD) (2021-2030) ($MN)??????
121 Middle East & Africa Usage-based Insurance (UBI) Market Outlook, By Manage-How-You-Drive (MHYD) (2021-2030) ($MN)??????
122 Middle East & Africa Usage-based Insurance (UBI) Market Outlook, By Vehicle Type (2021-2030) ($MN)??????
123 Middle East & Africa Usage-based Insurance (UBI) Market Outlook, By Passenger Cars (2021-2030) ($MN)??????
124 Middle East & Africa Usage-based Insurance (UBI) Market Outlook, By Commercial Vehicles? (2021-2030) ($MN)??????
125 Middle East & Africa Usage-based Insurance (UBI) Market Outlook, By Two-wheelers (2021-2030) ($MN)??????
126 Middle East & Africa Usage-based Insurance (UBI) Market Outlook, By Other Vehicle Types (2021-2030) ($MN)??????
127 Middle East & Africa Usage-based Insurance (UBI) Market Outlook, By Vehicle Age (2021-2030) ($MN)??????
128 Middle East & Africa Usage-based Insurance (UBI) Market Outlook, By New Vehicles (2021-2030) ($MN)??????
129 Middle East & Africa Usage-based Insurance (UBI) Market Outlook, By Old Vehicle (2021-2030) ($MN)??????
130 Middle East & Africa Usage-based Insurance (UBI) Market Outlook, By Technology (2021-2030) ($MN)??????
131 Middle East & Africa Usage-based Insurance (UBI) Market Outlook, By OBD-II Dongles (2021-2030) ($MN)??????
132 Middle East & Africa Usage-based Insurance (UBI) Market Outlook, By Smartphone Apps (2021-2030) ($MN)??????
133 Middle East & Africa Usage-based Insurance (UBI) Market Outlook, By Telematics Devices (2021-2030) ($MN)??????
134 Middle East & Africa Usage-based Insurance (UBI) Market Outlook, By Other Technologies (2021-2030) ($MN)??????
135 Middle East & Africa Usage-based Insurance (UBI) Market Outlook, By Distribution Channel (2021-2030) ($MN)??????
136 Middle East & Africa Usage-based Insurance (UBI) Market Outlook, By Direct Sales (2021-2030) ($MN)??????
137 Middle East & Africa Usage-based Insurance (UBI) Market Outlook, By Independent Agents and Brokers (2021-2030) ($MN)??????
138 Middle East & Africa Usage-based Insurance (UBI) Market Outlook, By Embedded Insurance (2021-2030) ($MN)?????? ???????????????????????????????????????????????????????????????????????????????????????????????? ??
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