According to ISO 27001:2022 clause 4.3, the organisation shall determine the scope of the information security management system (ISMS) by considering the internal and external issues, the requirements of interested parties, and the interfaces and dependencies with other organisations12 In this case, the ISMS scope covers an outsourced data center that hosts the artificial intelligence (AI) cloud server for healthcare monitoring and analysis of the residents' data. Therefore, the audit evidence you need to find to verify the scope of the ISMS should include:
The auditee has identified the governmental authorities' needs and expectations on healthcare services and patient data handling. This is an external issue and an interested party requirement that affects the ISMS scope, as the auditee has to comply with the relevant laws and regulations regarding the quality, safety, and privacy of healthcare services and patient data12 The auditee has identified the resident's needs and expectations on how they should protect the resident's personal data. This is an external issue and an interested party requirement that affects the ISMS scope, as the auditee has to ensure the confidentiality, integrity, and availability of the resident's personal data that is collected, processed, and stored by the electronic wristband and the AI cloud server12 The IT service agreement with the data center where the artificial intelligence (AI) cloud server is located. This is an interface and dependency with another organisation that affects the ISMS scope, as the auditee has to control the externally provided processes, products, and services that are relevant to the ISMS, and to implement appropriate contractual requirements related to information security12 The following options are not relevant or sufficient for verifying the scope of the ISMS:
The auditee has identified the resident's needs and expectations on the facility and environmental safety.
This is an external issue and an interested party requirement, but it does not affect the ISMS scope, as it is not related to information security12 The auditee has ISO 9001 certification. This is an indication of the auditee's quality management system, but it does not verify the scope of the ISMS, as it is not related to information security12 The auditee has identified the resident's needs and expectations on the comfort facility, medical professional's competence, and clean environment. These are external issues and interested party requirements, but they do not affect the ISMS scope, as they are not related to information security12 The auditee has identified the resident's needs and expectations on healthcare medical treatment services. These are external issues and interested party requirements, but they do not verify the scope of the ISMS, as they are not specific to information security12 The auditee is considering the purchase of a healthcare monitoring app from an external software company. This is a potential change that may affect the ISMS scope in the future, but it does not verify the current scope of the ISMS, as it is not yet implemented or controlled12 References:
1: ISO/IEC 27001:2022 Lead Auditor (Information Security Management Systems) Course by CQI and IRCA Certified Training 1 2: ISO/IEC 27001 Lead Auditor Training Course by PECB 2

Explanation
According to ISO 19011:2018, which provides guidelines for auditing management systems, a sampling plan is a method for selecting a representative subset of the audit evidence from a defined population1. A sampling plan can have several advantages for the audit, such as providing a suitable understanding of the ISMS by covering its key processes, activities, and controls; implementing the audit plan efficiently by optimizing the use of time and resources; and giving confidence in the audit results by ensuring that the sample is sufficient, reliable, and unbiased1. Therefore, these three options are examples of advantages of using a sampling plan for the audit. The other options are not advantages, but rather disadvantages or risks of using a sampling plan. For example, overruling the auditor's instincts may lead to missing important evidence or issues that are not covered by the sampling plan; using the same plan for consecutive audits may reduce the effectiveness and validity of the audit results; and missing key issues may result from an inadequate or inappropriate sampling plan1. References: ISO 19011:2018 - Guidelines for auditing management systems

According to ISO 27001:2022 clause 4.1, the organisation shall determine external and internal issues that are relevant to its purpose and that affect its ability to achieve the intended outcome(s) of its information security management system (ISMS)12 External issues are factors outside the organisation that it cannot control, but can influence or adapt to. They include political, economic, social, technological, legal, and environmental factors that may affect the organisation's information security objectives, risks, and opportunities12 Internal issues are factors within the organisation that it can control or change. They include the organisation's structure, culture, values, policies, objectives, strategies, capabilities, resources, processes, activities, relationships, and performance that may affect the organisation's information security management system12 Therefore, the following issues are considered 'internal' in the context of a management system to ISO
27001:2022:
* Poor levels of staff competence as a result of cuts in training expenditure: This is an internal issue because it relates to the organisation's capability, resource, and process of developing and maintaining the competence of its personnel involved in the ISMS. The organisation can control or change its training expenditure and its impact on staff competence12
* Poor morale as a result of staff holidays being reduced: This is an internal issue because it relates to the organisation's culture, value, and relationship with its employees. The organisation can control or
* change its staff holiday policy and its impact on staff morale12
* Increased absenteeism as a result of poor management: This is an internal issue because it relates to the organisation's performance, structure, and accountability of its management. The organisation can control or change its management practices and its impact on staff absenteeism12
* A fall in productivity linked to outdated production equipment: This is an internal issue because it relates to the organisation's capability, resource, and process of ensuring the availability and suitability of its production equipment. The organisation can control or change its equipment maintenance and upgrade and its impact on productivity12 The following issues are considered 'external' in the context of a management system to ISO 27001:2022:
* Higher labour costs as a result of an aging population: This is an external issue because it relates to the social and demographic factor that affects the availability and cost of labour in the market. The organisation cannot control or change the aging population, but can influence or adapt to its impact on labour costs12
* A rise in interest rates in response to high inflation: This is an external issue because it relates to the economic and monetary factor that affects the cost and availability of capital in the market. The organisation cannot control or change the interest rates or inflation, but can influence or adapt to its impact on capital costs12
* A reduction in grants as a result of a change in government policy: This is an external issue because it relates to the political and legal factor that affects the availability and conditions of public funding for the organisation. The organisation cannot control or change the government policy, but can influence or adapt to its impact on grants12
* Inability to source raw materials due to government sanctions: This is an external issue because it relates to the political and legal factor that affects the availability and cost of raw materials in the market. The organisation cannot control or change the government sanctions, but can influence or adapt to its impact on raw materials12 References:
1: ISO/IEC 27001:2022 Lead Auditor (Information Security Management Systems) Course by CQI and IRCA Certified Training 1 2: ISO/IEC 27001 Lead Auditor Training Course by PECB 2

Audit methods are the techniques and procedures that auditors use to collect and evaluate audit evidence.
Audit methods can be classified into two categories: those that involve human interaction and those that do not. Human interaction methods are those that require direct or indirect communication with the auditee or other relevant parties, such as interviews, questionnaires, surveys, observations, or walkthroughs. Non-human interaction methods are those that do not require any communication with the auditee or other parties, such as document reviews, data analysis, or remote surveillance.
Some examples of audit methods that do not involve human interaction are:
* Performing a review of auditee's procedures in preparation for an audit: This method involves examining the auditee's documented information, such as policies, processes, records, or reports, to verify their adequacy and effectiveness in meeting the audit criteria. The auditor does not need to interact with the auditee or anyone else to perform this method.
* Analysing data by remotely accessing the auditee's server: This method involves accessing and processing the auditee's data, such as performance indicators, logs, metrics, or statistics, to verify their accuracy and reliability in meeting the audit criteria. The auditor does not need to interact with the auditee or anyone else to perform this method.
References:
* ISO/IEC 27001:2022 Lead Auditor (Information Security Management Systems) objectives and content from Quality.org and PECB
* ISO 19011:2018 Guidelines for auditing management systems [Section 6.2.2]