Obstacles and Features of Health Information Systems: A Systematic Literature Review

Introduction

In this day and age, the healthcare industry is increasingly reliant on technology. Almost all registrations, including health care, are following suit. In the near future, we may use blockchain to trade health data. Since then, IT solutions have been used by various healthcare industries. There are GP/pharmacy/lab information systems as well as GP information systems. All of them are HIS (HISs). The usage of HIS may improve the quality and efficiency of patient care. Delivering high-quality treatment and securing compensation is dependent on a well-operating Health Information System (HIS). The gathering of trustworthy data on population health, system performance, and population health is promoted by an effective health information system.

Background

Today, a growing number of health information management are being utilized by a range of health care organizations to help their operations. Health information systems research work is sparse, and no comprehensive review of the present status of HISs has yet been described. HIS data is difficult to understand and classify in continuation over this. This article examines and Health information systems from a variety of perspectives. Desktop computers used to do the task, but nowadays mobile phones and central computer servers are increasingly common. Each HIS has its own set of characteristics due to the wide variety of healthcare settings and HIS implementation strategies. Health Information Systems Health information systems used to just track medical history, but now they do much more. All of HIS's qualities are critical to its performance. In addition to clinical notes and medication management, HIS also manages electronic health records (EHR). Creating, utilizing, and maintaining these HISs is a challenge. Many studies have shown problems that are similar to those seen in HISs. HISs have been studied extensively, but it's not clear to whom and in what areas they may aid. The goal of this research is to use an SLR to evaluate HISs. For the time being, we'll focus on mapping stakeholders, domains, deployments, features, and issues (obstacles). All of these issues have come up in previous assessments. In order to locate remedies, these evaluators looked at the papers. However, no current research study has been able to identify and quantify all of the challenges. Stakeholder concerns may be better understood via a literature study. Both academics and practitioners might benefit from the findings. It's possible for practitioners to recognize issues and incorporate them into the system. This work may be improved by researchers focusing on the issues. Kitchenham et al. used the same approach for software engineering as well. As a result, we focused on a subset of HISs rather than the whole system. . (Kitchenham, 2019)

Current Hypothesis

According to Kitchenham, data from 136 original studies was utilized to assess the current state of HISs. Hospital information systems (HIS) and related subjects such as diagnostics and surgery were covered in a number of papers. Health information systems (HISs) are anticipated to have an effect on the extent of stakeholder categories and qualities reported. Usage issues appears to be the only healthcare sector-specific subcategory among many of the obstacles.

Methodology:

All of the HISs in the world, as well as their features, stakeholders, and characteristics as well as barriers are listed in a systematic literature review.

1.1 Features

We used Kitchenham et al. [22]'s software engineering ideas from Cochrane Collaboration.

As seen in Fig. 1, We iterated till we found a good search string. Included and excluded studies were determined. Quality evaluation weeded out low-quality research. Fourth, we created a data extraction form (healthcare domains, stakeholders).

 

1.2 Stakeholders

We identified 41 unique stakeholders based on HIS usage (Table 6). The largest group of HIS users, physicians and nurses were among the stakeholders. These are the people who are affected yet do not utilize the system. A total of 45 articles referred to IT professionals. Since papers focused on system users, patients were seldom studied in healthcare. Study participants included both direct and indirect users and IT experts. (Charters, 2018)

Table 6 The number of publications in which each of the 136 key stakeholders is referenced.

Findings

The 136 studies included in the analytic set were synthesized to include all stakeholders, healthcare domains, features, and impediments. All ingredients were prepared as directed Features, Stakeholders,, Healthcare and Domains. After discovering duplication and misspelled words, bottom-up catchall phrase sorting was performed. The original inventor gave anything a label and a rank. Other scholars have classified a part of the story. This study's categorization came after a plenary discussion. There were 73 components and 69 concerns to health care.

Results

Thirteen hundred and forty full-text publications were found by the SLR. Our findings included 33 areas, 41 stakeholder groups, 73-character characteristics and 69 impediments. We explored how these aspects interacted and came up with solutions to the problems that had been highlighted. Quality, use, and maintenance were stressed in terms of technical and operational aspects. To go forward with HIS research, hurdles must be addressed from every angle.

Conclusions

Based on information from three sources, researchers analyzed 136 HIS papers during the previous decade. In-depth coverage of the healthcare industry's many stakeholders and issues This camera should be able to capture images of the human eye. The majority of HIS research focuses on inpatient therapy. Now include and technological stakeholders were identified. The general information system and the health care setting were addressed. A total of around 70 issues are associated with his dependence. There is a broad range of characteristics and obstacles. HIS researchers and users will benefit from this. Assist management in making decisions or implementing new processes. Scientists and software designers may use it to improve healthcare information systems (HIS). The findings of this research might pave the way for new directions in HIS study. An HIS includes changes will be built using SLR. (Budgen, 2017)

 

References

1.      Kitchenham, Pearl Brereton, O., Budgen, D., Turner, M., Bailey, J., & Linkman, S. (2019). Systematic literature reviews in software engineering – A systematic literature review. Information and Software Technology, 51(1), 7–15. https://doi.org/10.1016/j.infsof.2008.09.009

2.      Charters, Budgen, D., Turner, M., Kitchenham, B., Brereton, O. ., & Linkman, S. (2018). Objectivity in Research: Challenges from the Evidence-Based Paradigm. 2009 Australian Software Engineering Conference, 73–80. https://doi.org/10.1109/ASWEC.2009.25

3.      Budgen, Charters, S., Turner, M., Brereton, P., Kitchenham, B., & Linkman, S. (2017). Investigating the applicability of the evidence-based paradigm to software engineering. Proceedings of the 2006 International Workshop on Workshop on Interdisciplinary Software Engineering Research, 7–14. https://doi.org/10.1145/1137661.1137665

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Mobile phone data statistics as a dynamic proxy indicator in assessing regional economic activity and human commuting patterns

 Introduction:

Phones are being utilized for a variety of purposes beyond texting. There is no way to track a landline phone's owner's whereabouts. Mobile phone habits may provide demographic and economic information. As a result, regional and national outcomes may be affected. It is a reliable source of information on population, tourism, and transit. If you're commuting to work, you may now study it. The position of a phone is determined by the cell's cellular base station. Out-of-range phones connect to the base stations. A mobile phone is required to make and receive phone calls. There is enough information to be gleaned from the first few calls. Using many cellphone base stations to make phone calls reveals a person's habits. A person's location may be inferred if they begin chatting from one base station and wind up talking from another. Call and/or SMS data may also be accessed for investigation purposes. Trends in mobile phone use might provide demographic information. For both social and economic reasons, LMT data was analyzed. Mobile phone data analytics is also possible. This enabled researchers to keep tabs on their subjects. On the 25th of May, 2018, the GDPR went into force. (Spadon, 2019)

Background:

GDPR applies to EU individuals' personal information. It was become illegal to transfer individual phone numbers and do other related conduct under the GDPR. Each mobile base station's total calls and unique users were submitted to researchers. Track down cell towers. Every 15 minutes, on average, calls and SMS were received. During this time period, there were a total of unique users. The area that a base station may provide coverage. They'd been tracked down. In a data loss of 19 records, more affluent areas saw a decrease in economic growth. Local economic hotspots were highlighted in 2017–2018 by changes in transportation and internal activities. employing mobile phone data to keep tabs on business activities and travel habits. a. A prior municipal research on seasonality and mobile phone use was used to compare these results with the new ones. In 2015, 2016, 2017, and 2018, they were categorized. Finally, we assessed the efficiency and dynamism of economic activity. Regional economic growth trends in Latvia were discovered by people travelling to and from their jobs. Data and actions may be better understood using this tool. Time is required for visualization and analytics. Mobile applications are widely used and have several advantages. Our approach is a combination of empirical and computational visual analytics.

Methodology

Every time you make or receive a telephone conversation or text or email, any mobile phone network operator will send customers a CDR (Contact Detail Record) file. It is feasible to ascertain a person's precise location at the beginning of a phone conversation since the locations of all base stations are publicly available. The maximum number of phone calls and texts, the number of random users, and the date/time intervals are all included in each database record. Location and antennas type of cell site is included. The regional growth index may be used for real-time or regular assessment, according to the authors. Using this method, regional governments may conduct a strategic gap analysis to monitor the execution of their plans.

 

By frequently assessing the strategic direction attained by local jurisdictions over time, regional administrations may use additional central outcome measures. As a consequence, a new index was established based on fake data from Latvian mobile telephone consumers. (Arhipova, 2018)

 

 

 

Findings 

From 2015 through 2018, 119 factors (a linear combination of total mobile telephone operations and unique visitors for all municipality) were constructed for each workday to categories townships based on the economic development. Using a Factorial rotation, the PCA was performed for the years 2015 to 2016, 2017 to 2018, as well as 2018 to 2019. Questionnaire appropriateness testing (KMO) was used to examine the applied PCA. With KMO values around 0.8 and 1, it is clear that the sample size is enough. On workdays, the first functional unit (PC) has high values, whereas the second PC has high values on Fridays and Saturdays for towns with little business growth. The KMO is 0.990, which explains 67.6 percent of the overall variance. There is a 71.0 percent variation in the wide variety of experiences in 2017 and a 77.7 percent variation in 2018 based on PCA results that are relevant. Figure 2 shows the average values of the critical parts for during the week and weeks (Figure 3 as shown). (Šćepanović, 2019)

Principal component analysis information revealed that there have been eight sets of townships in Latvia (including working days and weekend hours), which were as follows: 2015–2016, 2018, and 2019. As a first step, the effectiveness of the commercial activity plan was assessed using equation, with the effectiveness curves ranging from 40 percent to 100 percent of their maximum value. The efficiency curve is a valuable tool for evaluating the characteristics of various municipality and other organizations. (Wen, 2018)

Conclusions

This might monitor the region's economic success. The time between working days and vacations varies greatly. Based on Latvian municipal statistics, these eight categories We utilise each town's effectiveness curve. Aspects of season and economy Latvia's economy improved in 2017. Disinterested everywhere. In 2018, the number of communities with 95% to 100% productivity doubled. Saturdays and holidays are slower. We need more vacation. Prioritisation messes up resources Summer in Latvia is hot. Revise a town's strategic framework. Monitor in real-time or on request. Keep an eye on the strategy for strategic flaws. Within a city or county strategic direction may be seen. A Latvian phone data is used. Using anonymized smartphones for Compliance. Routing data from commuters. Human commuters signify freedom. Intensity changes day to day imply population shifts In 2017 and 2018, it was 7am-5pm. Weekends and holidays are busier. 5–7 p.m. We developed a technique to analyse internal population movements and seasonality.

 

References

 

1.      Spadon, Carvalho, A. C. P. L. F. de, Rodrigues-Jr, J. F., & Alves, L. G. A. (2019). Reconstructing commuters network using machine learning and urban indicators. Scientific Reports, 9(1), 11801–11813. https://doi.org/10.1038/s41598-019-48295-x

2.      Arhipova, Berzins, G., Brekis, E., Binde, J., Opmanis, M., Erglis, A., & Ansonska, E. (2018). Mobile phone data statistics as a dynamic proxy indicator in assessing regional economic activity and human commuting patterns. Expert Systems, 37(5), n/a–n/a. https://doi.org/10.1111/exsy.12530

3.      Šćepanović, Mishkovski, I., Hui, P., Nurminen, J. K., & Ylä-Jääski, A. (2019). Mobile phone call data as a regional socio-economic proxy indicator. PloS One, 10(4), e0124160–e0124160. https://doi.org/10.1371/journal.pone.0124160

4.      Wen, Hsu, C.-S., & Hu, M.-C. (2018). Evaluating neighborhood structures for modeling intercity diffusion of large-scale dengue epidemics. International Journal of Health Geographics, 17(1), 9–9. https://doi.org/10.1186/s12942-018-0131-2

The final Project is due next week. There are no graded activities this week so be sure to continue working on the final project. Develop a disaster recovery plan for an organization. There are many different templates available online for you to use as reference and guidance. Your plan should cover the following sections (these sections detail the elements in a DR plan in the sequence defined by industry compliance standards ISO 27031 and ISO 24762)

Disaster recovery planning is necessary for the organizations. Commercial activity is a must for any organization in order to make money and create a following. For the most part, organizations may choose between on- and off-site data storage. There is important and secret information in all of their safes. All of the data is at risk if the information is kept on-site. Therefore, it is essential to have safe back-ups. The company must have a plan in place in the event of a disaster. Contingency plans may be described as a back-up plan to the initial or planned one. There is a purpose for them in risk management. They are usually carried out by the government or a commercial organization. As an example, a business bus transporting employee crashed with another vehicle, killing some and wounding many more. Corporations in this situation are either heartbroken or compelled to take a risk in order to bear the loss, or they may even have to explain to the necessary authorities what happened. An insurance policy may incorporate the company's policy and procedures depending on the kind of loss or disaster. Every kind of crisis that might occur at any level of an organization needs an efficient disaster recovery strategy in order to be successful. Each company has its own set of regulations and procedures in order to function successfully. A company's security systems may be vulnerable to cyber-attacks and hacking if they are subjected to unusual attacks. The disaster rescue team and the CSIRT team can handle all of these challenges. When natural catastrophes strike again, these teams' principal goal is to keep business operations and output running as normal and to assist in the continuance of such activities. (Elder, 2019)

Roles and Responsibilities

This team is responsible for creating and implementing an industry's business continuity strategies in the event of an emergency. It's also within their responsibilities to restore the procedures and functions. It is essential to have a disaster response team in place in order to execute and maintain a disaster recovery strategy properly. In the end, we have no idea what the future holds. It is impossible to foresee what will happen in the future. All of these steps are being organized by an emergency readiness team so that services may be restored as quickly as possible. These institutions are in charge of devising a plan of action after a calamity. The size and location of a team have a direct effect on how effectively it performs. In order to give the finest options for data, cloud, and application backups, there is no lag in the team's efforts. In order to get the job done quickly, speed is key. In the case of a crisis, a disaster recovery team must analyses consumers, threats, security issues, regulations, and forms. In order for the whole structure to be reconstructed from the ground up, each department's head must be persuaded that this is possible. Because of the possibility of a natural disaster. A catastrophe recovery team's preparation offers several benefits, among them. It is important for a team to organize in such a manner that people have most of the relevant plans on hand at all times. Make sure you're up to speed on the newest developments in your field. A precise set of operational parameters and limitations must be met for it to perform properly. A wide range of issues must be taken into account while designing the project. At this phase, resources must be procured. In order for them to be effective part of the group, their tasks and functions need to be established. (Kumari, 2021)

Incident Response

In the event of an issue, the Organization will be responsible for dealing with it. Receives all security breaches reports, assesses the reports, and then provides any information requested by the senders to those who are in charge of investigating. CSIRTs are companies or teams that often perform proactive responsibilities. As a manager or leader, you must listen to and accept the advice of your coworkers. Customers may call the support desk or hotline for assistance. The incidents will be handled by incident handlers. Security concerns will be handled by vulnerability handlers. To assist new hires, mentors are always ready to provide a helping hand. You'll need to have those qualifications to operate in the CSIRT.

Depending on the nature of the catastrophe, recovery may be categorized into three parts:

Preventative measures, rather than remedial ones

Efforts to improve precision

A police detective's toolbox

At this moment, we don't know what the future holds. Prediction of events cannot be achieved without accepting that it is impossible. Data security is the obligation of any business or organization, regardless of size. Situated in a new location When there is a data breach, natural disaster, or other unexpected misfortune, organizations may continue about their everyday business. Errors and omissions caused by humans. The frequency with which hackers attempt to infiltrate a system or compromise its security is on the rise. However, even though we've backed up anything, we're experiencing issues. There must be consideration given to whether area has on- or off-site warehouses. It's impossible for either to be ideal, yet both have their benefits and drawbacks. (Hooper, 2019)

Plan Activation

Firms that have well-documented and structured disaster recovery plans are better able to rapidly return to business when an unanticipated catastrophe occurs. A Disaster Recovery Strategies (DRS) is a necessary component of a Business Contingency Planning. Many parts of a company's operation depend on the well IT system. There are ways to assist organizations retrieve lost data and get their systems back up and running after a disaster, even if just a fraction of the system is functional again. The electoral campaign may continue or be swiftly resumed if precautions are put in place to minimize the effect of a catastrophe. Disaster recovery plans often comprise an assessment of a company's activities and the need for a continuous supply of goods and services (continuity). It is common for an enterprise plan to begin with BIAs and RAs and recovery goals. Companies must have ways to recover and secure their data due to the rising complexity of criminality and cybersecurity breaches. Fast response is necessary to prevent expensive downtime and reputational harm. Organizations may utilize disaster recovery plans (DRPs) to maintain track of their recovery activities and guarantee that they have been in compliance with all applicable laws and regulations.

Instances of calamities that may have been predicted include the following:

a bug in the program both the recorded and spoken word are unable to express themselves clearly

• The data center has been demolished.
• The worst-case scenario envisioning
• The campus has descended into anarchy.
• Death and destruction rips over the whole city in one fell swoop.
• The area has been devastated in an unprecedented way.
• Immediately after a catastrophic event,
• It was a total disaster for everyone throughout the world.

Preparation for disaster recovery begins by determining which business apps are critical and which are not. The RTO is used to detect whether an application is unavailable for a prolonged length of time (Recovery Time Objective). Information from backup storage must be retrieved from "recovery time objectives targets" in order to restart everyday functioning (RPO). In the wake of a tragedy, comprehensive disaster recovery defines how a company expects to handle the situation. When developing treatment protocols, rehabilitation strategies are taken into account. (Monllor, 2020)

Document History

Integrity checks are necessary to ensure that no data was lost or corrupted during the backup. For any problems, the CSIRT is responsible. Security breaches that have been reported to the proper authorities are investigated. "CSIRT" stands for "Computer Expert". Crisis response teams, are sometimes tasked with taking the initiative. Subordinates, leaders, and supervisors must be listened to and respected. The company's customer service department or phone line may be contacted by customers if they have questions or concerns. Incident handlers will be responsible for handling the incidents. Vulnerability handlers will take care of security problems. Mentors are always on hand to assist new workers in their transition into the workplace. Until you can interact with the CSIRT, you need to get a slew of credentials.

A contingency plan may be split down into three classifications:

Then save money, preventative steps are better to remedial ones.

Compatibility has been improved

The toolbox of a police investigator

We do not even know what might happen at this point. Nobody can accurately predict the future unless they acknowledge the impossibility of knowing what will transpire in the coming years. Regardless of the size of a company or organization, it is required by law to protect the privacy of its clients and consumers. Operation center relocated to a different site Businesses may continue to operate normally in the face of a data leak or other unexpected event. There has been an increasing number of systems hacked. We're continuing having problems, despite the fact that we've made many backups. There are pros and cons to both moving and storing your possessions on-site or off-site. Both also have good points and bad points.

Procedures

In the case of a disaster, business continuity plans must be devised and executed as soon as possible. Furthermore, they may be able to assist with the reinstatement of operations and systems. The formation of a disaster rescue team is essential for the efficient implementation and maintenance of a disaster plan. At this point, we have no way of knowing what the future brings. It is impossible to predict the future unless one first acknowledges that it is difficult to do so. The catastrophe rescue team has developed these procedures in order to ensure that all resources may be restored as quickly as possible. A plan of action is developed by these organizations after a natural disaster or other catastrophe. It is dependent on the size and location of the team whether they perform better or worse. The team's efforts are not slowed down in order to provide the best backup alternatives for databases, cloud-based systems, and on-premises systems.

You'll need to move rapidly if you're going to make your deadlines.

It is critical for a major accident repair crew to consider everything including consumer risks to security requirements and documentation in order to get it all back on track as quickly as possible. All supervisors must agree on the need to completely reconstruct the institution from the ground up.

 

Conclusion

One should regard them all as objectives and take the required efforts to attain them all. If a tragedy hits, whether it be a major calamity or a breach of sensitive data, the enterprise should have a comprehensive disaster recovery policy in place to ensure that it can restore or retrieve its information and that no production is lost. Information storage backup should be kept in the internet so that they can be retrieved from a database systems storage area as needed. (Fulton, 2020)

References

1.       Elder, & Elder, S. F. (2019). Faster Disaster Recovery. John Wiley & Sons, Incorporated.

2.       Kumari, & Frazier, T. G. (2021). Evaluating social capital in emergency and disaster management and hazards plans. Natural Hazards (Dordrecht), 109(1), 949–973. https://doi.org/10.1007/s11069-021-04863-x

3.      Hooper. (2019). When Diverse Norms Meet Weak Plans: The Organizational Dynamics of Urban Rubble Clearance in Post‐Earthquake Haiti. International Journal of Urban and Regional Research, 43(2), 292–312. https://doi.org/10.1111/1468-2427.12696

4.      Monllor, Pavez, I., & Pareti, S. (2020). Understanding informal volunteer behavior for fast and resilient disaster recovery: an application of entrepreneurial effectuation theory. Disaster Prevention and Management, 29(4), 575–589. https://doi.org/10.1108/DPM-05-2019-0151

5.       Fulton, Drolet, J., Lalani, N., & Smith, E. (2020). Prioritizing psychosocial services for children, youth and families postdisaster. Disaster Prevention and Management, 29(4), 591–607. https://doi.org/10.1108/DPM-09-2019-0310

The Application of a Variable in Mediation should you make a concerted effort to quit smoking but then continue to do so?

 

 

                                                       Table of content 

Introduction and Objectives Abstraction

Conclusion

References

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

 

Introduction and Objectives Abstraction:

Addicts undergoing treatment are more likely than the general population to smoke (SUD). Government health specialists are concerned about respiratory disease and other potential hazards due to the substantial influence that cigarette smoking has on the early mortality rates of substance abusers. This study aimed to assess tobacco use prevalence in various adult demographics utilizing drug misuse treatment programs. Methods: 106,472 adults in treatment for substance use disorders smoked at least once a month, according to the English National Drug Treatment Monitoring System (NDTMS). 48.7 percent of those who began therapy admitted to smoking, with opiate users accounting for the most significant rate (61 percent ). Recent statistics indicate that 48.5 percent of the population smokes. Patients who finished treatment lost between 5% and 7% of their body weight, but only during the last stages. After the study, smoking rates increased by 5% among individuals who remained in therapy. In SUD treatment, a higher emphasis should be made on smoking cessation. Providing smoking cessation assistance to all smokers may be helpful as a part of SUD treatment.

 

MOTHERS WHO ARE NOT CIGARETTE USERS

There was no evidence of a higher prevalence of congenital disabilities in either the crude or adjusted analysis. (95 percent confidence interval: 1.01–2.58) Musculoskeletal disorders had a prevalence rate ratio of 2.63 (1.53–4.52). Smoking during pregnancy does not result in congenital abnormalities. Nonsmokers who used nicotine replacement treatment had a greater likelihood of experiencing problems. Additional evidence will be necessary to substantiate this allegation. 57–51. (OBGYN) Neonates ingest tobacco smoke in a variety of contexts. It impairs growth and raises the chance of placental and neonatal death. Children with chronic asthma, low sperm quality, and attention deficit hyperactivity disorder have long-term health effects. 5–7Smoking has not been associated with an increased frequency of birth abnormalities, except mouth clefts. Due to the tendency of mothers of children with birth abnormalities to abstain from smoking, a small sample size or a retroactive smoking recollection may obscure an effect. Extensive cohort studies with prospective smoking and confounding variables are required to get accurate results.

 

a) Blocks of topics are used to eliminate "non-essential" variability. Apart from the health risks inherent in old age, older persons smoke more. To purchase this, you must be at least 18 years old. Due to biological and cultural differences, smoking has varying effects on men and women.

 

Accepting that the treatment is not scientifically validated is long overdue. This was, in essence, a survey. Assuming causation is never a good idea. Examine the causation claim: Is it harmful to one's health to stop smoking?

 

On the other hand, the design precludes this. People who are ill are more likely to quit smoking, either on their doctor’s advice or due to physical constraints. Former smokers appear to be in a worse financial situation than quitters when they die.

Uncertainty about a single component has an effect on the treatment assignment as well as the response variable. An individual's health determines whether or not they should smoke (quality of health).

 

The adjective "recently" in the problem statement perplexed several individuals. Quitting smoking has short-term implications. It's similar to realizing that stopping smoking is hazardous for your health (even if for the short term). Cigarettes harmed people of all ages, including the elderly. Others noted the well-known disadvantages of smoking cessation (most noticeably a weight gain). Current smokers are healthier than recent quitters, implying that fat is more than simply a minor issue.

 

THE APPLICATION OF A VARIABLE IN MEDIATION

·         A mediator is a third party who connects two seemingly unrelated occurrences.

·         As a result, the mediator has granted the cause his blessing. Resignation, on the other hand, is risky due to the element of mystery.

·         It's unclear why there was such a significant gender disparity.

·         For both men and women, smoking is a personal choice. Smoking has a variety of effects on people as they age.

 

a) Mean of cigarettes smoked on weekdays = sum of cigarettes smoked on weekdays / Number of people

= (20 + 15 +10 + 15 + 20) / 5

= 16

Mean of cigarettes smoked on weekends = sum of cigarettes smoked on weekends / Number of people

= (20 + 20 +20 + 20 + 20) / 5

= 20

(b) Standard deviation  =

where x_i = observation

 = mean

N = no of observations

>> Therefore, SD of cigarettes smoked on weekdays = SQRT ((20 -16)^2 + (15 - 16)^2 + (10 - 16)^2 + (15 - 16)^2 + (20 - 16)^2)/ 5)

= 3.74

>> SD of cigarettes smoked on weekends = SQRT ((20 -20)^2 + (20 - 20)^2 + (20 - 20)^2 + (20 - 20)^2 + (20 - 20)^2)/ 5)

= 0

As clear from the results, variability is higher on weekdays as 3.74 > 0.

1.32>> (a) Mean = sum of observations / No. of observations

= (2 + 1.4 + 4 + 3 + 2.2) / 5

= 2.52%

(b) Standard Deviation =

where x_i = observation

 = mean

N = no of observations

Standard Deviation = SQRT ((2.52 -2)^2 + (2.52 - 1.4)^2 + (2.52 - 4)^2 + (2.52 - 3)^2 + (2.52 - 2.2)^2)/ 5)

= SQRT ( (0.2704 + 1.2544 + 2.1904 + 0.2304 + 0.1024) / 5)

= SQRT (0.8096)

= 0.89

 

 

Should you make a concerted effort to quit smoking but then continue to do so?

No. For a long time, the ex-smokers had been heavy smokers (let’s hypothesize that they have smoked for pretty several years) As a result, the human body suffers.

The bulk of modern smokers are first-time tobacco users. They are unaffected by any stimulation.

Rationalization

Less tax income is wasted because demand is less elastic. If an order is more flexible, a tax will have a more significant impact on output.

 

conclusion

·         As a result of taxation, customer costs grow.

·         As a result, consumer demand has decreased.

·         Stressed-out teenagers Teen tobacco usage is tolerated due to their financial hardships. Nothing has become a habit. Taxation hurts adolescent desire.

·         The nicotine requirements of adults differ from those of youngsters (or inelastic) Adult consumption taxes have a negligible influence.

 

Men and women have pretty distinct anatomy. These distinctions may have an impact on the exam's outcome.

Collaborative work should be promoted among students.

The effects of tobacco use on men and women were investigated separately. As a result, to account for gender differences, the researchers divided the men and women into two groups. A wide range of ages was also considered. Because the detrimental effects of smoking are more severe in certain age groups, for example, smoking may be more hazardous to the elderly than to the younger population. They investigated the effect of age on the behavior of each age group.

The number of people who do not smoke is increasing.

 

References

1.    Campbell BK, Le T, Tajima B, Guydish J. Quitting smoking during substance use disorders treatment: patient and treatment-related variables. J Subst Abuse Treat. 2017;73:40–6.

External Resources

o    Crossref (DOI)

2.    Fine DR, Bearnot BI, Rigotti NA, Baggett TP. Smoking status and quit behaviors among health center patients with substance use disorders: a national study. Drug Alcohol Depend. 2019;202:6–12.

External Resources

o    Crossref (DOI)

3.    Public Health England. Adult substance misuse statistics from the national drug treatment monitoring system (NDTMS). London: Public Health England; 2017 Apr 1–2018 Mar 31.

4.    Office for National Statistics. Adult smoking habits in the UK: 2017. London: Office for National Statistics; 2017. https://www.ons.gov.uk/releases/adultsmokinghabitsintheuk2017.