The global number of smartphone users in was forecast to continuously increase between 2024 and 2029 by in total 1.8 billion users (+42.62 percent). After the ninth consecutive increasing year, the smartphone user base is estimated to reach 6.1 billion users and therefore a new peak in 2029. Notably, the number of smartphone users of was continuously increasing over the past years.Smartphone users here are limited to internet users of any age using a smartphone. The shown figures have been derived from survey data that has been processed to estimate missing demographics.The shown data are an excerpt of Statista's Key Market Indicators (KMI). The KMI are a collection of primary and secondary indicators on the macro-economic, demographic and technological environment in up to 150 countries and regions worldwide. All indicators are sourced from international and national statistical offices, trade associations and the trade press and they are processed to generate comparable data sets (see supplementary notes under details for more information).Find more key insights for the number of smartphone users in countries like Australia & Oceania and Asia.

The population share with mobile internet access in North America was forecast to increase between 2024 and 2029 by in total 2.9 percentage points. This overall increase does not happen continuously, notably not in 2028 and 2029. The mobile internet penetration is estimated to amount to 84.21 percent in 2029. Notably, the population share with mobile internet access of was continuously increasing over the past years.The penetration rate refers to the share of the total population having access to the internet via a mobile broadband connection.The shown data are an excerpt of Statista's Key Market Indicators (KMI). The KMI are a collection of primary and secondary indicators on the macro-economic, demographic and technological environment in up to 150 countries and regions worldwide. All indicators are sourced from international and national statistical offices, trade associations and the trade press and they are processed to generate comparable data sets (see supplementary notes under details for more information).Find more key insights for the population share with mobile internet access in countries like Caribbean and Europe.

Chad: Mobile phone subscribers, per 100 people: The latest value from 2022 is 68.2 subscribers per 100 people, an increase from 60.22 subscribers per 100 people in 2021. In comparison, the world average is 118.20 subscribers per 100 people, based on data from 150 countries. Historically, the average for Chad from 1960 to 2022 is 11.87 subscribers per 100 people. The minimum value, 0 subscribers per 100 people, was reached in 1960 while the maximum of 68.2 subscribers per 100 people was recorded in 2022.

Switzerland is leading the ranking by population share with mobile internet access , recording 95.06 percent. Following closely behind is Ukraine with 95.06 percent, while Moldova is trailing the ranking with 46.83 percent, resulting in a difference of 48.23 percentage points to the ranking leader, Switzerland. The penetration rate refers to the share of the total population having access to the internet via a mobile broadband connection.The shown data are an excerpt of Statista's Key Market Indicators (KMI). The KMI are a collection of primary and secondary indicators on the macro-economic, demographic and technological environment in up to 150 countries and regions worldwide. All indicators are sourced from international and national statistical offices, trade associations and the trade press and they are processed to generate comparable data sets (see supplementary notes under details for more information).

The average for 2022 based on 150 countries was 118.2 subscribers per 100 people. The highest value was in Hong Kong: 291.91 subscribers per 100 people and the lowest value was in Mozambique: 42.07 subscribers per 100 people. The indicator is available from 1960 to 2022. Below is a chart for all countries where data are available.

Mobile cellular subscriptions (per 100 people) in World was reported at 111 per 100 people in 2023, according to the World Bank collection of development indicators, compiled from officially recognized sources. World - Mobile cellular subscriptions (per 100 people) - actual values, historical data, forecasts and projections were sourced from the World Bank on July of 2025.

North America registered the highest mobile data consumption per connection in 2023, with the average connection consuming ** gigabytes per month. This figure is set to triple by 2030, driven by the adoption of data intensive activities such as 4K streaming.

Abstract

As of June 7, 2015, Sierra Leone had reported more than 12,900 cases of Ebola Virus Disease (EVD), and over 3,900 deaths since the outbreak began. The Government of Sierra Leone, with support from the World Bank Group, has been conducting mobile phone surveys with the aim of capturing the key socio-economic effects of the virus. Three rounds of data collection have been conducted, in November 2014, January-February 2015, and May 2015. The survey was given to household heads for whom cell phone numbers were recorded during the nationally representative Labor Force Survey conducted in July and August 2014. Overall, 66 percent of the 4,199 households sampled in that survey had cell phones, although this coverage was uneven across the country, with higher levels in urban areas (82 percent) than rural areas (43 percent). Of those with cell phones, 51 percent were surveyed in all three rounds, and 79 percent were reached in at least one round.

The main focus of the data collection was to capture impacts of EVD on labor market indicators, agricultural production, food security, migration, and utilization of non-Ebola essential health services.

Geographic coverage

Due to differing characteristics between responding and non-responding households, the results should be considered “descriptive” rather than representative of the Sierra Leonean population. Overall the response rate was higher than expected given the nature of the survey and the difficult conditions under which it was conducted. In Sierra Leone, of the 4,199 households interviewed in the LFS, 65.8 percent (2,764 households) recorded a cell phone number for the household head, and, of those, 80.0 percent responded to at least one round of the cell phone survey. The unweighted sample was 59.1 percent urban (2,483 households) and 40.9 percent rural (1,716 households). Of urban households, 81.4 percent (2,021 households) listed a cell phone number for the household head, and, of those, 88.1 percent (1,780 households) responded in at least one of the three rounds of the cell phone survey. Of rural households, 43.1 percent (740 households) listed a cell phone number for the household head, and, of those, 58.1 percent (430 households) responded in at least one of the three rounds.

Analysis unit

• Individual
• Household Head

Universe

All households from the 2014 Sierra Leone Labor Force Survey which provided cell phone numbers.

Kind of data

Sample survey data [ssd]

Sampling procedure

The sampling frame for the cell phone survey was the Sierra Leone Labor Force Survey (LFS) 2014. The LFS is a nationally representative stratified cluster sample survey conducted in July and August 2014, and includes the oversampling of urban areas. As part of the LFS, a total of 4199 households in 280 enumeration areas were interviewed. Interviewers collected the phone number, if available, for the head of household, and 2,764 households interviewed in the LFS included phone numbers. All available numbers from the LFS were included in the cell phone survey. The phone numbers were reported for 43 percent of rural households and 82 percent of urban households. Those households reporting numbers are unevenly distributed across the sample though there is at least partial coverage in all districts, ranging from 93 percent in Freetown (Western urban) to 30 percent in Kailahun district.

Mode of data collection

Computer Assisted Telephone Interview [cati]

Research instrument

As the survey was administered by telephone, the length of the questionnaire was targeted as 20 to 25 minutes. In Round 1, the questionnaire focused on employment and labor market conditions, non-agricultural business operations, agricultural activity, food security, health responses (covering only fever and pregnancy), remittances, travel, trust and knowledge about Ebola. In Round 2, questions were added on social assistance and education on the radio, and there were small changes to the existing questions based on the results from Round 1.

Questions on earnings were revised to match the Labor Force Survey questions more closely, in particular to account for earnings that were expressed in time unit other than months, and questions on the incidence and treatment of child diarrhea were adding using identical wording to the Demographic and Health Survey (DHS). The most substantial changes were to the migration section as the Round 1 analysis found inconsistencies in the migration reporting. Details of these changes can be found in the Round 2 report. In Round 3, the agriculture, social assistance, and education sections were expanded while the trust section was dropped due to limited variation between Rounds 1 and 2.

The only questions on Ebola Virus Disease (EVD) specifically were in Round 1 and focused on whether the respondent had heard of Ebola and what were their main sources of information were. This section was placed at the end of the questionnaire in order to elicit unbiased responses in other sections, since people may be distrustful of the government especially regarding Ebola, at a time of such emergency.

Questions related directly to incidence of EVD within the household were excluded for two reasons. First EVD is a relatively rare event and the sample was unlikely to yield sufficient observations for meaningful analysis, and secondly, the respondents will be called repeatedly as part of the high frequency survey therefore it was necessary to avoid sensitive questions that may increase attrition in later rounds. The included questions were worded in such a way as to facilitate differences-in-differences comparisons. The vast majority of questions were identical in their wording to those asked during the LFS or other nationally representative surveys for which detailed data were available including the DHS, the National Public Services Survey (NPS) and the Agricultural Households Tracking Survey (AHTS).

In a few cases, the time period over which the questions were asked was shortened to make it relevant to the last few months during which the outbreak has been growing. For example, the NPS asked about remittances in the last year whereas in November 2014, respondents were asked about remittances received in the last month.

Cleaning operations

The datasets were cleaned and compiled by teams from Innovations for Poverty Action and the World Bank's Poverty Global Practice and Social Protection and Labor Global Practice.

Response rate

Overall the response rate was higher than expected given the nature of the survey and the difficult conditions under which it was conducted. In Sierra Leone, of the 4,199 households interviewed in the LFS, 65.8 percent (2,764 households) recorded a cell phone number for the household head, and, of those, 80.0 percent responded to at least one round of the cell phone survey.

The unweighted sample was 59.1 percent urban (2,483 households) and 40.9 percent rural (1,716 households). Of urban households, 81.4 percent (2,021 households) listed a cell phone number for the household head, and, of those, 88.1 percent (1,780 households) responded in at least one of the three rounds of the cell phone survey. Of rural households, 43.1 percent (740 households) listed a cell phone number for the household head, and, of those, 58.1 percent (430 households) responded in at least one of the three rounds.

Mexico: Mobile phone subscribers, per 100 people: The latest value from 2022 is 100.29 subscribers per 100 people, an increase from 99.81 subscribers per 100 people in 2021. In comparison, the world average is 118.20 subscribers per 100 people, based on data from 150 countries. Historically, the average for Mexico from 1960 to 2022 is 32.24 subscribers per 100 people. The minimum value, 0 subscribers per 100 people, was reached in 1960 while the maximum of 100.29 subscribers per 100 people was recorded in 2022.

In 2021, the number of mobile devices operating worldwide stood at almost 15 billion, up from just over 14 billion in the previous year. The number of mobile devices is expected to reach 18.22 billion by 2025, an increase of 4.2 billion devices compared to 2020 levels.

Moving forward with 5G

As the number of devices grows, so does our dependence on them to fulfill daily functions and activities. The use cases for mobile devices increasingly demand faster connection speeds and lower latency. The 5G network will be critical to fulfilling those demands, operating at significantly faster rates than 4G. In North America, for example, it is expected that there will be 218 million 5G connections, up from just ten million in 2020. This means around 48 percent of all mobile connections in North America. Globally, this figure should reach 20.1 percent by 2025.

6G: looking beyond 5G

While 5G has entered commercialization and is already creating new opportunities, researchers and engineers are already experimenting with 6G. Not only will the number of mobile devices continue to grow but cellular internet-of-things (IoT) devices are set to permeate more industrial sectors in the coming years, meaning a solution will eventually be required for network congestion and data transfer speeds.

6G ought to be capable of solving those problems before they arise, potentially enabling a network connection density ten times greater than that of 5G, and peak data rates up to fifty times faster than the rate of 5G. The Federal Communications Commission in the United States has opened spectrum for experimentation, and China have already launched what is described as a 6G satellite, so that actual potential of 6G should be revealed over the coming decade.

China: Mobile phone subscribers, per 100 people: The latest value from 2022 is 124.88 subscribers per 100 people, an increase from 121.54 subscribers per 100 people in 2021. In comparison, the world average is 118.20 subscribers per 100 people, based on data from 150 countries. Historically, the average for China from 1960 to 2022 is 31.36 subscribers per 100 people. The minimum value, 0 subscribers per 100 people, was reached in 1960 while the maximum of 124.88 subscribers per 100 people was recorded in 2022.

Tel: Penetration Rate: Mobile per 100 People: Shanghai data was reported at 185.500 Unit in 2023. This records an increase from the previous number of 178.100 Unit for 2022. Tel: Penetration Rate: Mobile per 100 People: Shanghai data is updated yearly, averaging 122.900 Unit from Dec 1999 (Median) to 2023, with 25 observations. The data reached an all-time high of 185.500 Unit in 2023 and a record low of 13.940 Unit in 1999. Tel: Penetration Rate: Mobile per 100 People: Shanghai data remains active status in CEIC and is reported by Ministry of Industry and Information Technology. The data is categorized under Global Database’s China – Table CN.ICA: Telephone: Number of Mobile per 100 People: By Region.

Snapshot img

Mobile Phone Market Size 2025-2029

The mobile phone market size is forecast to increase by USD 213.9 billion at a CAGR of 6.8% between 2024 and 2029.

The market is experiencing significant growth, driven primarily by the increasing adoption of smartphones. According to recent data, sales of mobile phones, particularly smartphones, through e-commerce platforms have surged, indicating a strong consumer demand. This trend is expected to continue as more consumers shift towards online shopping for convenience and accessibility. However, the market faces challenges related to security and privacy concerns with smartphone usage. With the increasing amount of personal data being stored and transmitted through mobile devices, there is a growing need for robust security measures to protect against cyber threats. Companies in the market must prioritize addressing these concerns through innovative solutions and transparent communication with consumers to build trust and maintain market competitiveness. Effective strategies for navigating these challenges include investing in advanced security features, implementing data protection policies, and providing clear and concise information to consumers about their privacy practices. By focusing on these key drivers and challenges, companies can capitalize on market opportunities and position themselves for long-term success in the market.

What will be the Size of the Mobile Phone Market during the forecast period?

Request Free SampleThe market continues to evolve at an unprecedented pace, with technological advancements and shifting consumer preferences shaping its dynamics. Optical and digital zoom capabilities enhance photographic experiences, while artificial intelligence (AI) and machine learning algorithms elevate user experience (UX) through personalized recommendations and seamless interactions. Mobile gaming gains traction, fueled by improved graphics and processing power. Fingerprint sensors and biometric authentication offer enhanced security, and image stabilization ensures crisp, clear images. Mobile hardware innovations, such as high refresh rates, push the boundaries of performance. The integration of AI, biometric authentication, and UX design continues to redefine mobile design, as mobile data, network, and advertising industries adapt to meet evolving consumer demands. Camera technology, mobile payments, app development, and streaming services further expand the market's reach, with augmented reality (AR) and virtual reality (VR) applications poised to revolutionize industries. Mobile marketing and wireless charging solutions cater to the growing need for convenience and connectivity. The mobile landscape remains a dynamic and ever-evolving ecosystem, with continuous innovation and adaptation shaping its future.

How is this Mobile Phone Industry segmented?

The mobile phone industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in 'USD billion' for the period 2025-2029, as well as historical data from 2019-2023 for the following segments. Distribution ChannelOfflineOnlineTypeSmartphoneFeature phonePrice-RangeBudgetMid-RangePremiumOperating System AndroidiOSOthersGeographyNorth AmericaUSCanadaMexicoEuropeFranceGermanyItalySpainUKMiddle East and AfricaUAEAPACChinaIndiaJapanSouth KoreaSouth AmericaBrazilRest of World (ROW)

By Distribution Channel Insights

The offline segment is estimated to witness significant growth during the forecast period.In the dynamic the market, various entities shape consumer behavior and market trends. Social media platforms serve as a powerful tool for mobile marketing, enabling brands to engage with customers and promote their latest offerings. Mobile security remains a top priority, with mobile software providers continuously releasing updates to safeguard against threats. Mobile tariffs vary, offering consumers diverse pricing plans, including pay-as-you-go and monthly subscriptions. Feature phones cater to budget-conscious consumers, while fast charging and long battery life are desirable features for power users. Mobile operating systems, such as Android and iOS, dominate the market, providing a seamless user experience (UX) through mobile design and intuitive mobile apps. Virtual reality (VR) and augmented reality (AR) technologies offer immersive experiences, while optical zoom and digital zoom enhance camera capabilities. Artificial intelligence (AI) and machine learning integrate into mobile hardware, improving functionality and convenience. Biometric authentication, including fingerprint sensors and facial recognition, adds an extra layer of security. Mobile gaming, streaming services, and mobile payments cater to diverse consumer preferences. App development continues to evolve, with mobile advertising and data privacy becoming increasingly important considerations. Mobile service provide

Sign Up for a free trial: https://rampedup.io/sign-up-%2F-log-in - 7 Days and 50 Credits to test our quality and accuracy.

These are the fields available within the RampedUp Global dataset.

CONTACT DATA: Personal Email Address - We manage over 115 million personal email addresses Professional Email - We manage over 200 million professional email addresses Home Address - We manage over 20 million home addresses Mobile Phones - 65 million direct lines to decision makers Social Profiles - Individual Facebook, Twitter, and LinkedIn Local Address - We manage 65M locations for local office mailers, event-based marketing or face-to-face sales calls.

JOB DATA: Job Title - Standardized titles for ease of use and selection Company Name - The Contact's current employer Job Function - The Company Department associated with the job role Title Level - The Level in the Company associated with the job role Job Start Date - Identify people new to their role as a potential buyer

EMPLOYER DATA: Websites - Company Website, Root Domain, or Full Domain Addresses - Standardized Address, City, Region, Postal Code, and Country Phone - E164 phone with country code Social Profiles - LinkedIn, CrunchBase, Facebook, and Twitter

FIRMOGRAPHIC DATA: Industry - 420 classifications for categorizing the company’s main field of business Sector - 20 classifications for categorizing company industries 4 Digit SIC Code - 239 classifications and their definitions 6 Digit NAICS - 452 classifications and their definitions Revenue - Estimated revenue and bands from 1M to over 1B Employee Size - Exact employee count and bands Email Open Scores - Aggregated data at the domain level showing relationships between email opens and corporate domains. IP Address -Company level IP Addresses associated to Domains from a DNS lookup

CONSUMER DATA: Education - Alma Mater, Degree, Graduation Date Skills - Accumulated Skills associated with work experience
Interests - Known interests of contact Connections - Number of social connections. Followers - Number of social followers

Download our data dictionary: https://rampedup.io/our-data

Cell Phone System Market Outlook

The global cell phone system market size was valued at approximately USD 500 billion in 2023 and is expected to reach around USD 1,200 billion by 2032, growing at a compound annual growth rate (CAGR) of 10.2% during the forecast period. This impressive growth trajectory is driven by advancements in mobile technology, increasing smartphone penetration, and the rising demand for high-speed internet services.

One of the pivotal growth factors for the cell phone system market is the rapid technological advancements in mobile networks, particularly the transition from 4G to 5G. This transition promises faster data speeds, reduced latency, and enhanced connectivity, which are expected to unlock new capabilities for mobile devices and applications. The proliferation of Internet of Things (IoT) devices, autonomous vehicles, and smart cities projects are also heavily reliant on robust and high-speed cellular networks, thereby fueling market growth.

Another significant driver is the increasing adoption of smartphones globally. With more people relying on mobile devices for communication, entertainment, and work, the demand for advanced cell phone systems continues to surge. The proliferation of affordable smartphones, particularly in emerging markets, has further accelerated this trend, as these regions witness a growing middle class with disposable income to spend on mobile technology. Moreover, the continuous innovation in smartphone features, such as enhanced cameras, augmented reality, and AI-based applications, keeps consumers upgrading to newer models, thereby sustaining market growth.

The expansion of mobile applications and services also plays a crucial role in driving the cell phone system market. Mobile banking, e-commerce, telemedicine, and remote work solutions have become integral parts of daily life, especially in the post-pandemic era. This has led to a significant increase in data consumption and the need for reliable and efficient cell phone systems. Additionally, telecom operators are continually upgrading their infrastructure to meet the growing demand for seamless connectivity, further contributing to market expansion.

Regionally, the Asia Pacific region holds a prominent position in the cell phone system market due to its large population base, rapid urbanization, and significant investments in telecom infrastructure. Countries like China, India, and Japan are at the forefront of technological adoption, with extensive 5G deployment plans and a robust consumer base. North America and Europe also represent substantial markets, driven by high disposable incomes, advanced technological infrastructure, and strong demand for high-speed data services. The Middle East & Africa and Latin America, while currently smaller markets, are expected to witness substantial growth rates due to improving economic conditions and increased investment in telecom infrastructure.

Technology Analysis

The cell phone system market can be segmented by technology into 3G, 4G, and 5G. While 3G networks still provide essential connectivity in various regions, especially in developing countries, their market share is gradually declining as 4G and 5G technologies gain ground. 4G technology has been the backbone of the mobile communication industry for several years, offering faster data speeds and improved connectivity compared to 3G. It has enabled a range of applications, from high-definition video streaming to mobile gaming and advanced data services. Despite the advent of 5G, 4G remains prevalent, especially in regions where 5G infrastructure is still being developed.

5G technology represents the most significant advancement in mobile communication, promising ultra-fast data speeds, low latency, and the ability to connect millions of devices simultaneously. This technology is expected to revolutionize various industries by enabling innovations such as autonomous driving, remote surgeries, and smart city initiatives. The adoption of 5G is accelerating, with major telecom operators globally rolling out 5G networks and devices. The integration of 5G with IoT, AI, and machine learning is anticipated to unlock new opportunities, driving substantial growth in the cell phone system market.

The transition to 5G is not without challenges. It requires significant investment in infrastructure, including the deployment of new base stations and the upgrading of existing networks. Additionally, there are regulatory hurdles, spectrum allocation issues, and the need for interoperability between different network generati

Number of cell phones of Stavropol Krai sank by 36.73% from 226 number per 100 households in 2015 to 143 number per 100 households in 2016. Since the 5.51% jump in 2014, number of cell phones plummeted by 50.17% in 2016. Indicator is based on the results of the sample survey of households' budgets addressing the end-year number of durable articles of a cultural and social nature owned by the households irrespectively to whether they were bought, created by the household members or received free. Indicator includes both working and broken articles pending current repair. Articles taken on hire or temporary use from relatives or acquaintance are excluded.

Mobile Data Offload Market Outlook

The global mobile data offload market size is projected to grow significantly from $30.5 billion in 2023 to $92.3 billion by 2032, achieving a compound annual growth rate (CAGR) of 13.2% during the forecast period. This growth is primarily driven by the increasing demand for high-speed internet, the proliferation of smart devices, and the need for efficient data management solutions to handle the ever-growing volume of mobile data traffic.

One of the primary growth factors for the mobile data offload market is the explosive increase in smartphone and tablet ownership worldwide. As more consumers use mobile devices for a variety of data-intensive activities such as video streaming, online gaming, and social media, the demand for robust and efficient data offloading solutions has surged. This trend is further complemented by advancements in wireless technologies and the increasing penetration of 4G and 5G networks, which collectively drive the need for better data management strategies to ensure seamless connectivity and user experience.

Another significant growth factor is the rising adoption of Internet of Things (IoT) devices and applications. IoT devices generate a substantial amount of data that needs to be managed effectively. Mobile data offload solutions, such as Wi-Fi and small cells, provide an efficient means to handle this data by offloading traffic from cellular networks, thus relieving network congestion and improving overall performance. This trend is particularly evident in smart cities and industrial IoT applications where reliable and high-speed data transfer is crucial for operational efficiency and real-time decision-making.

Additionally, the increasing deployment of public Wi-Fi hotspots in urban areas, commercial establishments, and transportation hubs is boosting the mobile data offload market. Public Wi-Fi not only provides an alternative to cellular data but also offers cost-effective solutions for both consumers and service providers. Enhanced connectivity in public spaces encourages higher data consumption, which in turn drives the need for effective data offloading to maintain network quality and user satisfaction.

Regionally, the Asia Pacific region is expected to dominate the mobile data offload market during the forecast period. This dominance is attributed to the region's large and growing population, rapid urbanization, and substantial investments in advanced wireless infrastructure. Countries like China, India, and Japan are leading the way in terms of 5G deployment and smart city initiatives, which significantly contribute to the market's growth. Furthermore, the increasing adoption of mobile devices and the continuous expansion of Wi-Fi networks in the region provide a strong foundation for market expansion.

Technology Analysis

The mobile data offload market by technology primarily includes Wi-Fi, small cells, femtocells, and others. Wi-Fi is a well-established technology that has been extensively used for data offloading. Its widespread availability, ease of deployment, and cost-effectiveness make it an attractive option for both consumers and service providers. The increasing number of public Wi-Fi hotspots and the integration of Wi-Fi into various devices, such as smartphones, tablets, and laptops, further bolster its adoption. Wi-Fi's ability to handle high data traffic efficiently makes it a cornerstone in the mobile data offload landscape.

Small cells play a crucial role in the mobile data offload market by enhancing network coverage and capacity, especially in densely populated urban areas. These low-power cellular radio access nodes are strategically deployed to offload traffic from macro networks, thereby reducing congestion and improving overall network performance. Small cells are particularly effective in indoor environments, such as shopping malls, office buildings, and stadiums, where traditional macro cells may struggle to provide adequate coverage. The deployment of small cells is expected to grow significantly with the rollout of 5G networks, as they are essential for achieving the high data rates and low latency promised by 5G technology.

Femtocells are another important technology segment in the mobile data offload market. These small, low-power base stations are typically used to enhance indoor coverage for residential and enterprise environments. Femtocells provide users with improved signal strength and data throughput, making them an ideal solution for areas with poor cellular reception. The adoption of femtocells is

Abstract

The fourth edition of the Global Findex offers a lens into how people accessed and used financial services during the COVID-19 pandemic, when mobility restrictions and health policies drove increased demand for digital services of all kinds.

The Global Findex is the world's most comprehensive database on financial inclusion. It is also the only global demand-side data source allowing for global and regional cross-country analysis to provide a rigorous and multidimensional picture of how adults save, borrow, make payments, and manage financial risks. Global Findex 2021 data were collected from national representative surveys of about 128,000 adults in more than 120 economies. The latest edition follows the 2011, 2014, and 2017 editions, and it includes a number of new series measuring financial health and resilience and contains more granular data on digital payment adoption, including merchant and government payments.

The Global Findex is an indispensable resource for financial service practitioners, policy makers, researchers, and development professionals.

Geographic coverage

National coverage

Analysis unit

Individual

Kind of data

Observation data/ratings [obs]

Sampling procedure

In most developing economies, Global Findex data have traditionally been collected through face-to-face interviews. Surveys are conducted face-to-face in economies where telephone coverage represents less than 80 percent of the population or where in-person surveying is the customary methodology. However, because of ongoing COVID-19 related mobility restrictions, face-to-face interviewing was not possible in some of these economies in 2021. Phone-based surveys were therefore conducted in 67 economies that had been surveyed face-to-face in 2017. These 67 economies were selected for inclusion based on population size, phone penetration rate, COVID-19 infection rates, and the feasibility of executing phone-based methods where Gallup would otherwise conduct face-to-face data collection, while complying with all government-issued guidance throughout the interviewing process. Gallup takes both mobile phone and landline ownership into consideration. According to Gallup World Poll 2019 data, when face-to-face surveys were last carried out in these economies, at least 80 percent of adults in almost all of them reported mobile phone ownership. All samples are probability-based and nationally representative of the resident adult population. Phone surveys were not a viable option in 17 economies that had been part of previous Global Findex surveys, however, because of low mobile phone ownership and surveying restrictions. Data for these economies will be collected in 2022 and released in 2023.

In economies where face-to-face surveys are conducted, the first stage of sampling is the identification of primary sampling units. These units are stratified by population size, geography, or both, and clustering is achieved through one or more stages of sampling. Where population information is available, sample selection is based on probabilities proportional to population size; otherwise, simple random sampling is used. Random route procedures are used to select sampled households. Unless an outright refusal occurs, interviewers make up to three attempts to survey the sampled household. To increase the probability of contact and completion, attempts are made at different times of the day and, where possible, on different days. If an interview cannot be obtained at the initial sampled household, a simple substitution method is used. Respondents are randomly selected within the selected households. Each eligible household member is listed, and the hand-held survey device randomly selects the household member to be interviewed. For paper surveys, the Kish grid method is used to select the respondent. In economies where cultural restrictions dictate gender matching, respondents are randomly selected from among all eligible adults of the interviewer's gender.

In traditionally phone-based economies, respondent selection follows the same procedure as in previous years, using random digit dialing or a nationally representative list of phone numbers. In most economies where mobile phone and landline penetration is high, a dual sampling frame is used.

The same respondent selection procedure is applied to the new phone-based economies. Dual frame (landline and mobile phone) random digital dialing is used where landline presence and use are 20 percent or higher based on historical Gallup estimates. Mobile phone random digital dialing is used in economies with limited to no landline presence (less than 20 percent).

For landline respondents in economies where mobile phone or landline penetration is 80 percent or higher, random selection of respondents is achieved by using either the latest birthday or household enumeration method. For mobile phone respondents in these economies or in economies where mobile phone or landline penetration is less than 80 percent, no further selection is performed. At least three attempts are made to reach a person in each household, spread over different days and times of day.

Sample size for Uzbekistan is 1000.

Mode of data collection

Face-to-face [f2f]

Research instrument

Questionnaires are available on the website.

Sampling error estimates

Estimates of standard errors (which account for sampling error) vary by country and indicator. For country-specific margins of error, please refer to the Methodology section and corresponding table in Demirgüç-Kunt, Asli, Leora Klapper, Dorothe Singer, Saniya Ansar. 2022. The Global Findex Database 2021: Financial Inclusion, Digital Payments, and Resilience in the Age of COVID-19. Washington, DC: World Bank.

Mobile cellular subscriptions (per 100 people) in Philippines was reported at 144 per 100 people in 2022, according to the World Bank collection of development indicators, compiled from officially recognized sources. Philippines - Mobile cellular subscriptions (per 100 people) - actual values, historical data, forecasts and projections were sourced from the World Bank on July of 2025.

In 2022, the average data used per smartphone per month worldwide amounted to ** gigabytes (GB). The source forecasts that this will increase almost four times reaching ** GB per smartphone per month globally in 2028.